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\n  \n 2024\n \n \n (37)\n \n \n
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\n \n\n \n \n \n \n \n \n A Flexible Forecasting Stack.\n \n \n \n \n\n\n \n Januschowski, T.; Wang, Y.; Gasthaus, J.; Rangapuram, S. S.; Turkmen, C.; Zschiegner, J.; Stella, L.; Bohlke-Schneider, M.; Maddix, D. C.; Benidis, K.; Alexandrov, A.; Faloutsos, C.; and Schelter, S.\n\n\n \n\n\n\n Proc. VLDB Endow., 17(12): 3883–3892. 2024.\n \n\n\n\n
\n\n\n\n \n \n \"APaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@article{DBLP:journals/pvldb/JanuschowskiWGRTZSBMBAF24,\n  author       = {Tim Januschowski and\n                  Yuyang Wang and\n                  Jan Gasthaus and\n                  Syama Sundar Rangapuram and\n                  Caner Turkmen and\n                  Jasper Zschiegner and\n                  Lorenzo Stella and\n                  Michael Bohlke{-}Schneider and\n                  Danielle C. Maddix and\n                  Konstantinos Benidis and\n                  Alexander Alexandrov and\n                  Christos Faloutsos and\n                  Sebastian Schelter},\n  title        = {A Flexible Forecasting Stack},\n  journal      = {Proc. {VLDB} Endow.},\n  volume       = {17},\n  number       = {12},\n  pages        = {3883--3892},\n  year         = {2024},\n  url          = {https://www.vldb.org/pvldb/vol17/p3883-schelter.pdf},\n  doi          = {10.14778/3685800.3685813},\n  timestamp    = {Thu, 19 Dec 2024 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/pvldb/JanuschowskiWGRTZSBMBAF24.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Large Language Models (LLMs) on Tabular Data: Prediction, Generation, and Understanding - A Survey.\n \n \n \n \n\n\n \n Fang, X.; Xu, W.; Tan, F. A.; Hu, Z.; Zhang, J.; Qi, Y.; Sengamedu, S. H.; and Faloutsos, C.\n\n\n \n\n\n\n Trans. Mach. Learn. Res., 2024. 2024.\n \n\n\n\n
\n\n\n\n \n \n \"LargePaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@article{DBLP:journals/tmlr/FangXTH0QSF24,\n  author       = {Xi Fang and\n                  Weijie Xu and\n                  Fiona Anting Tan and\n                  Ziqing Hu and\n                  Jiani Zhang and\n                  Yanjun Qi and\n                  Srinivasan H. Sengamedu and\n                  Christos Faloutsos},\n  title        = {Large Language Models (LLMs) on Tabular Data: Prediction, Generation,\n                  and Understanding - {A} Survey},\n  journal      = {Trans. Mach. Learn. Res.},\n  volume       = {2024},\n  year         = {2024},\n  url          = {https://openreview.net/forum?id=IZnrCGF9WI},\n  timestamp    = {Thu, 08 Aug 2024 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/tmlr/FangXTH0QSF24.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Correction to: TurboLift: fast accuracy lifting for historical data recovery.\n \n \n \n \n\n\n \n Yang, F.; Almutairi, F. M.; Song, H. A.; Faloutsos, C.; Sidiropoulos, N. D.; and Zadorozhny, V.\n\n\n \n\n\n\n VLDB J., 33(1): 253. 2024.\n \n\n\n\n
\n\n\n\n \n \n \"CorrectionPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@article{DBLP:journals/vldb/YangASFSZ24,\n  author       = {Fan Yang and\n                  Faisal M. Almutairi and\n                  Hyun Ah Song and\n                  Christos Faloutsos and\n                  Nicholas D. Sidiropoulos and\n                  Vladimir Zadorozhny},\n  title        = {Correction to: TurboLift: fast accuracy lifting for historical data\n                  recovery},\n  journal      = {{VLDB} J.},\n  volume       = {33},\n  number       = {1},\n  pages        = {253},\n  year         = {2024},\n  url          = {https://doi.org/10.1007/s00778-023-00801-4},\n  doi          = {10.1007/S00778-023-00801-4},\n  timestamp    = {Thu, 01 Feb 2024 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/vldb/YangASFSZ24.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n T-NET: Weakly Supervised Graph Learning for Combatting Human Trafficking.\n \n \n \n \n\n\n \n Nair, P.; Liu, J.; Vajiac, C.; Olligschlaeger, A. M.; Chau, D. H.; Cazzolato, M. T.; Jones, C.; Faloutsos, C.; and Rabbany, R.\n\n\n \n\n\n\n In Wooldridge, M. J.; Dy, J. G.; and Natarajan, S., editor(s), Thirty-Eighth AAAI Conference on Artificial Intelligence, AAAI 2024, Thirty-Sixth Conference on Innovative Applications of Artificial Intelligence, IAAI 2024, Fourteenth Symposium on Educational Advances in Artificial Intelligence, EAAI 2014, February 20-27, 2024, Vancouver, Canada, pages 22276–22284, 2024. AAAI Press\n \n\n\n\n
\n\n\n\n \n \n \"T-NET:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/aaai/NairLVOCCJFR24,\n  author       = {Pratheeksha Nair and\n                  Javin Liu and\n                  Catalina Vajiac and\n                  Andreas M. Olligschlaeger and\n                  Duen Horng Chau and\n                  Mirela T. Cazzolato and\n                  Cara Jones and\n                  Christos Faloutsos and\n                  Reihaneh Rabbany},\n  editor       = {Michael J. Wooldridge and\n                  Jennifer G. Dy and\n                  Sriraam Natarajan},\n  title        = {{T-NET:} Weakly Supervised Graph Learning for Combatting Human Trafficking},\n  booktitle    = {Thirty-Eighth {AAAI} Conference on Artificial Intelligence, {AAAI}\n                  2024, Thirty-Sixth Conference on Innovative Applications of Artificial\n                  Intelligence, {IAAI} 2024, Fourteenth Symposium on Educational Advances\n                  in Artificial Intelligence, {EAAI} 2014, February 20-27, 2024, Vancouver,\n                  Canada},\n  pages        = {22276--22284},\n  publisher    = {{AAAI} Press},\n  year         = {2024},\n  url          = {https://doi.org/10.1609/aaai.v38i20.30233},\n  doi          = {10.1609/AAAI.V38I20.30233},\n  timestamp    = {Tue, 02 Apr 2024 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/aaai/NairLVOCCJFR24.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Revisit Orthogonality in Graph-Regularized MLPs.\n \n \n \n \n\n\n \n Zhang, H.; Wang, S.; Ioannidis, V. N.; Adeshina, S.; Zhang, J.; Qin, X.; Faloutsos, C.; Zheng, D.; Karypis, G.; and Yu, P. S.\n\n\n \n\n\n\n In Serra, E.; and Spezzano, F., editor(s), Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, CIKM 2024, Boise, ID, USA, October 21-25, 2024, pages 3145–3154, 2024. ACM\n \n\n\n\n
\n\n\n\n \n \n \"RevisitPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/cikm/Zhang0IA0QFZKY24,\n  author       = {Hengrui Zhang and\n                  Shen Wang and\n                  Vassilis N. Ioannidis and\n                  Soji Adeshina and\n                  Jiani Zhang and\n                  Xiao Qin and\n                  Christos Faloutsos and\n                  Da Zheng and\n                  George Karypis and\n                  Philip S. Yu},\n  editor       = {Edoardo Serra and\n                  Francesca Spezzano},\n  title        = {Revisit Orthogonality in Graph-Regularized MLPs},\n  booktitle    = {Proceedings of the 33rd {ACM} International Conference on Information\n                  and Knowledge Management, {CIKM} 2024, Boise, ID, USA, October 21-25,\n                  2024},\n  pages        = {3145--3154},\n  publisher    = {{ACM}},\n  year         = {2024},\n  url          = {https://doi.org/10.1145/3627673.3679811},\n  doi          = {10.1145/3627673.3679811},\n  timestamp    = {Sun, 19 Jan 2025 13:12:29 +0100},\n  biburl       = {https://dblp.org/rec/conf/cikm/Zhang0IA0QFZKY24.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n SnapNTell: Enhancing Entity-Centric Visual Question Answering with Retrieval Augmented Multimodal LLM.\n \n \n \n \n\n\n \n Qiu, J.; Madotto, A.; Lin, Z.; Crook, P. A.; Xu, Y. E.; Damavandi, B.; Dong, X.; Faloutsos, C.; Li, L.; and Moon, S.\n\n\n \n\n\n\n In Al-Onaizan, Y.; Bansal, M.; and Chen, Y., editor(s), Findings of the Association for Computational Linguistics: EMNLP 2024, Miami, Florida, USA, November 12-16, 2024, pages 247–266, 2024. Association for Computational Linguistics\n \n\n\n\n
\n\n\n\n \n \n \"SnapNTell:Paper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/emnlp/QiuMLCXD0F0M24,\n  author       = {Jielin Qiu and\n                  Andrea Madotto and\n                  Zhaojiang Lin and\n                  Paul A. Crook and\n                  Yifan Ethan Xu and\n                  Babak Damavandi and\n                  Xin Dong and\n                  Christos Faloutsos and\n                  Lei Li and\n                  Seungwhan Moon},\n  editor       = {Yaser Al{-}Onaizan and\n                  Mohit Bansal and\n                  Yun{-}Nung Chen},\n  title        = {SnapNTell: Enhancing Entity-Centric Visual Question Answering with\n                  Retrieval Augmented Multimodal {LLM}},\n  booktitle    = {Findings of the Association for Computational Linguistics: {EMNLP}\n                  2024, Miami, Florida, USA, November 12-16, 2024},\n  pages        = {247--266},\n  publisher    = {Association for Computational Linguistics},\n  year         = {2024},\n  url          = {https://aclanthology.org/2024.findings-emnlp.14},\n  timestamp    = {Mon, 18 Nov 2024 09:05:59 +0100},\n  biburl       = {https://dblp.org/rec/conf/emnlp/QiuMLCXD0F0M24.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n CoverICL: Selective Annotation for In-Context Learning via Active Graph Coverage.\n \n \n \n \n\n\n \n Mavromatis, C.; Srinivasan, B.; Shen, Z.; Zhang, J.; Rangwala, H.; Faloutsos, C.; and Karypis, G.\n\n\n \n\n\n\n In Al-Onaizan, Y.; Bansal, M.; and Chen, Y., editor(s), Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, EMNLP 2024, Miami, FL, USA, November 12-16, 2024, pages 21268–21286, 2024. Association for Computational Linguistics\n \n\n\n\n
\n\n\n\n \n \n \"CoverICL:Paper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/emnlp/MavromatisSS0RF24,\n  author       = {Costas Mavromatis and\n                  Balasubramaniam Srinivasan and\n                  Zhengyuan Shen and\n                  Jiani Zhang and\n                  Huzefa Rangwala and\n                  Christos Faloutsos and\n                  George Karypis},\n  editor       = {Yaser Al{-}Onaizan and\n                  Mohit Bansal and\n                  Yun{-}Nung Chen},\n  title        = {CoverICL: Selective Annotation for In-Context Learning via Active\n                  Graph Coverage},\n  booktitle    = {Proceedings of the 2024 Conference on Empirical Methods in Natural\n                  Language Processing, {EMNLP} 2024, Miami, FL, USA, November 12-16,\n                  2024},\n  pages        = {21268--21286},\n  publisher    = {Association for Computational Linguistics},\n  year         = {2024},\n  url          = {https://aclanthology.org/2024.emnlp-main.1185},\n  timestamp    = {Thu, 14 Nov 2024 17:20:54 +0100},\n  biburl       = {https://dblp.org/rec/conf/emnlp/MavromatisSS0RF24.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Mccatch: Scalable Microcluster Detection in Dimensional and Nondimensional Datasets.\n \n \n \n \n\n\n \n Vinces, B. V. S.; Cordeiro, R. L. F.; and Faloutsos, C.\n\n\n \n\n\n\n In 40th IEEE International Conference on Data Engineering, ICDE 2024, Utrecht, The Netherlands, May 13-16, 2024, pages 1407–1420, 2024. IEEE\n \n\n\n\n
\n\n\n\n \n \n \"Mccatch:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/icde/VincesCF24,\n  author       = {Braulio Valentin Sanchez Vinces and\n                  Robson L. F. Cordeiro and\n                  Christos Faloutsos},\n  title        = {Mccatch: Scalable Microcluster Detection in Dimensional and Nondimensional\n                  Datasets},\n  booktitle    = {40th {IEEE} International Conference on Data Engineering, {ICDE} 2024,\n                  Utrecht, The Netherlands, May 13-16, 2024},\n  pages        = {1407--1420},\n  publisher    = {{IEEE}},\n  year         = {2024},\n  url          = {https://doi.org/10.1109/ICDE60146.2024.00116},\n  doi          = {10.1109/ICDE60146.2024.00116},\n  timestamp    = {Mon, 29 Jul 2024 14:11:15 +0200},\n  biburl       = {https://dblp.org/rec/conf/icde/VincesCF24.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n DATALORE: Can a Large Language Model Find All Lost Scrolls in a Data Repository?.\n \n \n \n \n\n\n \n Lou, Y.; Lei, C.; Qin, X.; Wang, Z.; Faloutsos, C.; Anubhai, R.; and Rangwala, H.\n\n\n \n\n\n\n In 40th IEEE International Conference on Data Engineering, ICDE 2024, Utrecht, The Netherlands, May 13-16, 2024, pages 5170–5176, 2024. IEEE\n \n\n\n\n
\n\n\n\n \n \n \"DATALORE:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/icde/LouLQWFAR24,\n  author       = {Yuze Lou and\n                  Chuan Lei and\n                  Xiao Qin and\n                  Zichen Wang and\n                  Christos Faloutsos and\n                  Rishita Anubhai and\n                  Huzefa Rangwala},\n  title        = {{DATALORE:} Can a Large Language Model Find All Lost Scrolls in a\n                  Data Repository?},\n  booktitle    = {40th {IEEE} International Conference on Data Engineering, {ICDE} 2024,\n                  Utrecht, The Netherlands, May 13-16, 2024},\n  pages        = {5170--5176},\n  publisher    = {{IEEE}},\n  year         = {2024},\n  url          = {https://doi.org/10.1109/ICDE60146.2024.00388},\n  doi          = {10.1109/ICDE60146.2024.00388},\n  timestamp    = {Mon, 29 Jul 2024 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/icde/LouLQWFAR24.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n OpenTab: Advancing Large Language Models as Open-domain Table Reasoners.\n \n \n \n \n\n\n \n Kong, K.; Zhang, J.; Shen, Z.; Srinivasan, B.; Lei, C.; Faloutsos, C.; Rangwala, H.; and Karypis, G.\n\n\n \n\n\n\n In The Twelfth International Conference on Learning Representations, ICLR 2024, Vienna, Austria, May 7-11, 2024, 2024. OpenReview.net\n \n\n\n\n
\n\n\n\n \n \n \"OpenTab:Paper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/iclr/Kong0SSLFRK24,\n  author       = {Kezhi Kong and\n                  Jiani Zhang and\n                  Zhengyuan Shen and\n                  Balasubramaniam Srinivasan and\n                  Chuan Lei and\n                  Christos Faloutsos and\n                  Huzefa Rangwala and\n                  George Karypis},\n  title        = {OpenTab: Advancing Large Language Models as Open-domain Table Reasoners},\n  booktitle    = {The Twelfth International Conference on Learning Representations,\n                  {ICLR} 2024, Vienna, Austria, May 7-11, 2024},\n  publisher    = {OpenReview.net},\n  year         = {2024},\n  url          = {https://openreview.net/forum?id=Qa0ULgosc9},\n  timestamp    = {Wed, 07 Aug 2024 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/iclr/Kong0SSLFRK24.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n NetInfoF Framework: Measuring and Exploiting Network Usable Information.\n \n \n \n \n\n\n \n Lee, M.; Yu, H.; Zhang, J.; Ioannidis, V. N.; Song, X.; Adeshina, S.; Zheng, D.; and Faloutsos, C.\n\n\n \n\n\n\n In The Twelfth International Conference on Learning Representations, ICLR 2024, Vienna, Austria, May 7-11, 2024, 2024. OpenReview.net\n \n\n\n\n
\n\n\n\n \n \n \"NetInfoFPaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/iclr/LeeYZI0AZF24,\n  author       = {Meng{-}Chieh Lee and\n                  Haiyang Yu and\n                  Jian Zhang and\n                  Vassilis N. Ioannidis and\n                  Xiang Song and\n                  Soji Adeshina and\n                  Da Zheng and\n                  Christos Faloutsos},\n  title        = {NetInfoF Framework: Measuring and Exploiting Network Usable Information},\n  booktitle    = {The Twelfth International Conference on Learning Representations,\n                  {ICLR} 2024, Vienna, Austria, May 7-11, 2024},\n  publisher    = {OpenReview.net},\n  year         = {2024},\n  url          = {https://openreview.net/forum?id=KY8ZNcljVU},\n  timestamp    = {Mon, 29 Jul 2024 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/iclr/LeeYZI0AZF24.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Mixed-Type Tabular Data Synthesis with Score-based Diffusion in Latent Space.\n \n \n \n \n\n\n \n Zhang, H.; Zhang, J.; Shen, Z.; Srinivasan, B.; Qin, X.; Faloutsos, C.; Rangwala, H.; and Karypis, G.\n\n\n \n\n\n\n In The Twelfth International Conference on Learning Representations, ICLR 2024, Vienna, Austria, May 7-11, 2024, 2024. OpenReview.net\n \n\n\n\n
\n\n\n\n \n \n \"Mixed-TypePaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/iclr/Zhang0SSQFRK24,\n  author       = {Hengrui Zhang and\n                  Jiani Zhang and\n                  Zhengyuan Shen and\n                  Balasubramaniam Srinivasan and\n                  Xiao Qin and\n                  Christos Faloutsos and\n                  Huzefa Rangwala and\n                  George Karypis},\n  title        = {Mixed-Type Tabular Data Synthesis with Score-based Diffusion in Latent\n                  Space},\n  booktitle    = {The Twelfth International Conference on Learning Representations,\n                  {ICLR} 2024, Vienna, Austria, May 7-11, 2024},\n  publisher    = {OpenReview.net},\n  year         = {2024},\n  url          = {https://openreview.net/forum?id=4Ay23yeuz0},\n  timestamp    = {Mon, 29 Jul 2024 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/iclr/Zhang0SSQFRK24.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n GraphStorm: All-in-one Graph Machine Learning Framework for Industry Applications.\n \n \n \n \n\n\n \n Zheng, D.; Song, X.; Zhu, Q.; Zhang, J.; Vasiloudis, T.; Ma, R.; Zhang, H.; Wang, Z.; Adeshina, S.; Nisa, I.; Mottini, A.; Cui, Q.; Rangwala, H.; Zeng, B.; Faloutsos, C.; and Karypis, G.\n\n\n \n\n\n\n In Baeza-Yates, R.; and Bonchi, F., editor(s), Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, KDD 2024, Barcelona, Spain, August 25-29, 2024, pages 6356–6367, 2024. ACM\n \n\n\n\n
\n\n\n\n \n \n \"GraphStorm:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/kdd/Zheng00ZVMZWANM24,\n  author       = {Da Zheng and\n                  Xiang Song and\n                  Qi Zhu and\n                  Jian Zhang and\n                  Theodore Vasiloudis and\n                  Runjie Ma and\n                  Houyu Zhang and\n                  Zichen Wang and\n                  Soji Adeshina and\n                  Israt Nisa and\n                  Alejandro Mottini and\n                  Qingjun Cui and\n                  Huzefa Rangwala and\n                  Belinda Zeng and\n                  Christos Faloutsos and\n                  George Karypis},\n  editor       = {Ricardo Baeza{-}Yates and\n                  Francesco Bonchi},\n  title        = {GraphStorm: All-in-one Graph Machine Learning Framework for Industry\n                  Applications},\n  booktitle    = {Proceedings of the 30th {ACM} {SIGKDD} Conference on Knowledge Discovery\n                  and Data Mining, {KDD} 2024, Barcelona, Spain, August 25-29, 2024},\n  pages        = {6356--6367},\n  publisher    = {{ACM}},\n  year         = {2024},\n  url          = {https://doi.org/10.1145/3637528.3671603},\n  doi          = {10.1145/3637528.3671603},\n  timestamp    = {Sun, 19 Jan 2025 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/kdd/Zheng00ZVMZWANM24.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Graph Machine Learning Meets Multi-Table Relational Data.\n \n \n \n \n\n\n \n Gan, Q.; Wang, M.; Wipf, D.; and Faloutsos, C.\n\n\n \n\n\n\n In Baeza-Yates, R.; and Bonchi, F., editor(s), Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, KDD 2024, Barcelona, Spain, August 25-29, 2024, pages 6502–6512, 2024. ACM\n \n\n\n\n
\n\n\n\n \n \n \"GraphPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/kdd/GanWWF24,\n  author       = {Quan Gan and\n                  Minjie Wang and\n                  David Wipf and\n                  Christos Faloutsos},\n  editor       = {Ricardo Baeza{-}Yates and\n                  Francesco Bonchi},\n  title        = {Graph Machine Learning Meets Multi-Table Relational Data},\n  booktitle    = {Proceedings of the 30th {ACM} {SIGKDD} Conference on Knowledge Discovery\n                  and Data Mining, {KDD} 2024, Barcelona, Spain, August 25-29, 2024},\n  pages        = {6502--6512},\n  publisher    = {{ACM}},\n  year         = {2024},\n  url          = {https://doi.org/10.1145/3637528.3671471},\n  doi          = {10.1145/3637528.3671471},\n  timestamp    = {Sun, 19 Jan 2025 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/kdd/GanWWF24.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n DiffFind: Discovering Differential Equations from Time Series.\n \n \n \n \n\n\n \n Posam, L.; Shekhar, S.; Lee, M.; and Faloutsos, C.\n\n\n \n\n\n\n In Yang, D.; Xie, X.; Tseng, V. S.; Pei, J.; Huang, J.; and Lin, J. C., editor(s), Advances in Knowledge Discovery and Data Mining - 28th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2024, Taipei, Taiwan, May 7-10, 2024, Proceedings, Part VI, volume 14650, of Lecture Notes in Computer Science, pages 175–187, 2024. Springer\n \n\n\n\n
\n\n\n\n \n \n \"DiffFind:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/pakdd/PosamSLF24,\n  author       = {Lalithsai Posam and\n                  Shubhranshu Shekhar and\n                  Meng{-}Chieh Lee and\n                  Christos Faloutsos},\n  editor       = {De{-}Nian Yang and\n                  Xing Xie and\n                  Vincent S. Tseng and\n                  Jian Pei and\n                  Jen{-}Wei Huang and\n                  Jerry Chun{-}Wei Lin},\n  title        = {DiffFind: Discovering Differential Equations from Time Series},\n  booktitle    = {Advances in Knowledge Discovery and Data Mining - 28th Pacific-Asia\n                  Conference on Knowledge Discovery and Data Mining, {PAKDD} 2024, Taipei,\n                  Taiwan, May 7-10, 2024, Proceedings, Part {VI}},\n  series       = {Lecture Notes in Computer Science},\n  volume       = {14650},\n  pages        = {175--187},\n  publisher    = {Springer},\n  year         = {2024},\n  url          = {https://doi.org/10.1007/978-981-97-2266-2\\_14},\n  doi          = {10.1007/978-981-97-2266-2\\_14},\n  timestamp    = {Fri, 03 May 2024 21:22:14 +0200},\n  biburl       = {https://dblp.org/rec/conf/pakdd/PosamSLF24.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n NETEFFECT: Discovery and Exploitation of Generalized Network Effects.\n \n \n \n \n\n\n \n Lee, M.; Shekhar, S.; Yoo, J.; and Faloutsos, C.\n\n\n \n\n\n\n In Yang, D.; Xie, X.; Tseng, V. S.; Pei, J.; Huang, J.; and Lin, J. C., editor(s), Advances in Knowledge Discovery and Data Mining - 28th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2024, Taipei, Taiwan, May 7-10, 2024, Proceedings, Part I, volume 14645, of Lecture Notes in Computer Science, pages 299–312, 2024. Springer\n \n\n\n\n
\n\n\n\n \n \n \"NETEFFECT:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/pakdd/LeeSYF24,\n  author       = {Meng{-}Chieh Lee and\n                  Shubhranshu Shekhar and\n                  Jaemin Yoo and\n                  Christos Faloutsos},\n  editor       = {De{-}Nian Yang and\n                  Xing Xie and\n                  Vincent S. Tseng and\n                  Jian Pei and\n                  Jen{-}Wei Huang and\n                  Jerry Chun{-}Wei Lin},\n  title        = {{NETEFFECT:} Discovery and Exploitation of Generalized Network Effects},\n  booktitle    = {Advances in Knowledge Discovery and Data Mining - 28th Pacific-Asia\n                  Conference on Knowledge Discovery and Data Mining, {PAKDD} 2024, Taipei,\n                  Taiwan, May 7-10, 2024, Proceedings, Part {I}},\n  series       = {Lecture Notes in Computer Science},\n  volume       = {14645},\n  pages        = {299--312},\n  publisher    = {Springer},\n  year         = {2024},\n  url          = {https://doi.org/10.1007/978-981-97-2242-6\\_24},\n  doi          = {10.1007/978-981-97-2242-6\\_24},\n  timestamp    = {Fri, 03 May 2024 21:22:12 +0200},\n  biburl       = {https://dblp.org/rec/conf/pakdd/LeeSYF24.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n EBV: Electronic Bee-Veterinarian for Principled Mining and Forecasting of Honeybee Time Series.\n \n \n \n \n\n\n \n Hossain, S.; Faloutsos, C.; Baer, B.; Kim, H.; and Tsotras, V. J.\n\n\n \n\n\n\n In Shekhar, S.; Papalexakis, V.; Gao, J.; Jiang, Z.; and Riondato, M., editor(s), Proceedings of the 2024 SIAM International Conference on Data Mining, SDM 2024, Houston, TX, USA, April 18-20, 2024, pages 298–306, 2024. SIAM\n \n\n\n\n
\n\n\n\n \n \n \"EBV:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/sdm/HossainFBKT24,\n  author       = {Shamima Hossain and\n                  Christos Faloutsos and\n                  Boris Baer and\n                  Hyoseung Kim and\n                  Vassilis J. Tsotras},\n  editor       = {Shashi Shekhar and\n                  Vagelis Papalexakis and\n                  Jing Gao and\n                  Zhe Jiang and\n                  Matteo Riondato},\n  title        = {{EBV:} Electronic Bee-Veterinarian for Principled Mining and Forecasting\n                  of Honeybee Time Series},\n  booktitle    = {Proceedings of the 2024 {SIAM} International Conference on Data Mining,\n                  {SDM} 2024, Houston, TX, USA, April 18-20, 2024},\n  pages        = {298--306},\n  publisher    = {{SIAM}},\n  year         = {2024},\n  url          = {https://doi.org/10.1137/1.9781611978032.34},\n  doi          = {10.1137/1.9781611978032.34},\n  timestamp    = {Tue, 08 Oct 2024 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/sdm/HossainFBKT24.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n TouchUp-G: Improving Feature Representation through Graph-Centric Finetuning.\n \n \n \n \n\n\n \n Zhu, J.; Song, X.; Ioannidis, V. N.; Koutra, D.; and Faloutsos, C.\n\n\n \n\n\n\n In Yang, G. H.; Wang, H.; Han, S.; Hauff, C.; Zuccon, G.; and Zhang, Y., editor(s), Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2024, Washington DC, USA, July 14-18, 2024, pages 2662–2666, 2024. ACM\n \n\n\n\n
\n\n\n\n \n \n \"TouchUp-G:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/sigir/Zhu0IKF24,\n  author       = {Jing Zhu and\n                  Xiang Song and\n                  Vassilis N. Ioannidis and\n                  Danai Koutra and\n                  Christos Faloutsos},\n  editor       = {Grace Hui Yang and\n                  Hongning Wang and\n                  Sam Han and\n                  Claudia Hauff and\n                  Guido Zuccon and\n                  Yi Zhang},\n  title        = {TouchUp-G: Improving Feature Representation through Graph-Centric\n                  Finetuning},\n  booktitle    = {Proceedings of the 47th International {ACM} {SIGIR} Conference on\n                  Research and Development in Information Retrieval, {SIGIR} 2024, Washington\n                  DC, USA, July 14-18, 2024},\n  pages        = {2662--2666},\n  publisher    = {{ACM}},\n  year         = {2024},\n  url          = {https://doi.org/10.1145/3626772.3657978},\n  doi          = {10.1145/3626772.3657978},\n  timestamp    = {Sun, 19 Jan 2025 13:11:15 +0100},\n  biburl       = {https://dblp.org/rec/conf/sigir/Zhu0IKF24.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n 4DBInfer: A 4D Benchmarking Toolbox for Graph-Centric Predictive Modeling on RDBs.\n \n \n \n \n\n\n \n Wang, M.; Gan, Q.; Wipf, D.; Cai, Z.; Li, N.; Tang, J.; Zhang, Y.; Zhang, Z.; Mao, Z.; Song, Y.; Wang, Y.; Li, J.; Zhang, H.; Yang, G.; Qin, X.; Lei, C.; Zhang, M.; Zhang, W.; Faloutsos, C.; and Zhang, Z.\n\n\n \n\n\n\n In Proceedings of Workshops at the 50th International Conference on Very Large Data Bases, VLDB 2024, Guangzhou, China, August 26-30, 2024, 2024. VLDB.org\n \n\n\n\n
\n\n\n\n \n \n \"4DBInfer:Paper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/vldb/WangGWC0TZZMSWL24,\n  author       = {Minjie Wang and\n                  Quan Gan and\n                  David Wipf and\n                  Zhenkun Cai and\n                  Ning Li and\n                  Jianheng Tang and\n                  Yanlin Zhang and\n                  Zizhao Zhang and\n                  Zunyao Mao and\n                  Yakun Song and\n                  Yanbo Wang and\n                  Jiahang Li and\n                  Han Zhang and\n                  Guang Yang and\n                  Xiao Qin and\n                  Chuan Lei and\n                  Muhan Zhang and\n                  Weinan Zhang and\n                  Christos Faloutsos and\n                  Zheng Zhang},\n  title        = {4DBInfer: {A} 4D Benchmarking Toolbox for Graph-Centric Predictive\n                  Modeling on RDBs},\n  booktitle    = {Proceedings of Workshops at the 50th International Conference on Very\n                  Large Data Bases, {VLDB} 2024, Guangzhou, China, August 26-30, 2024},\n  publisher    = {VLDB.org},\n  year         = {2024},\n  url          = {https://vldb.org/workshops/2024/proceedings/TaDA/TaDA.10.pdf},\n  timestamp    = {Fri, 08 Nov 2024 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/vldb/WangGWC0TZZMSWL24.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n NETEVOLVE: Social Network Forecasting using Multi-Agent Reinforcement Learning with Interpretable Features.\n \n \n \n \n\n\n \n Miyake, K.; Ito, H.; Faloutsos, C.; Matsumoto, H.; and Morishima, A.\n\n\n \n\n\n\n In Chua, T.; Ngo, C.; Kumar, R.; Lauw, H. W.; and Lee, R. K., editor(s), Proceedings of the ACM on Web Conference 2024, WWW 2024, Singapore, May 13-17, 2024, pages 2542–2551, 2024. ACM\n \n\n\n\n
\n\n\n\n \n \n \"NETEVOLVE:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/www/MiyakeIFMM24,\n  author       = {Kentaro Miyake and\n                  Hiroyoshi Ito and\n                  Christos Faloutsos and\n                  Hirotomo Matsumoto and\n                  Atsuyuki Morishima},\n  editor       = {Tat{-}Seng Chua and\n                  Chong{-}Wah Ngo and\n                  Ravi Kumar and\n                  Hady W. Lauw and\n                  Roy Ka{-}Wei Lee},\n  title        = {{NETEVOLVE:} Social Network Forecasting using Multi-Agent Reinforcement\n                  Learning with Interpretable Features},\n  booktitle    = {Proceedings of the {ACM} on Web Conference 2024, {WWW} 2024, Singapore,\n                  May 13-17, 2024},\n  pages        = {2542--2551},\n  publisher    = {{ACM}},\n  year         = {2024},\n  url          = {https://doi.org/10.1145/3589334.3647982},\n  doi          = {10.1145/3589334.3647982},\n  timestamp    = {Sun, 19 Jan 2025 13:10:07 +0100},\n  biburl       = {https://dblp.org/rec/conf/www/MiyakeIFMM24.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n EBV: Electronic Bee-Veterinarian for Principled Mining and Forecasting of Honeybee Time Series.\n \n \n \n \n\n\n \n Hossain, S.; Faloutsos, C.; Baer, B.; Kim, H.; and Tsotras, V. J.\n\n\n \n\n\n\n CoRR, abs/2402.01902. 2024.\n \n\n\n\n
\n\n\n\n \n \n \"EBV:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@article{DBLP:journals/corr/abs-2402-01902,\n  author       = {Shamima Hossain and\n                  Christos Faloutsos and\n                  Boris Baer and\n                  Hyoseung Kim and\n                  Vassilis J. Tsotras},\n  title        = {{EBV:} Electronic Bee-Veterinarian for Principled Mining and Forecasting\n                  of Honeybee Time Series},\n  journal      = {CoRR},\n  volume       = {abs/2402.01902},\n  year         = {2024},\n  url          = {https://doi.org/10.48550/arXiv.2402.01902},\n  doi          = {10.48550/ARXIV.2402.01902},\n  eprinttype    = {arXiv},\n  eprint       = {2402.01902},\n  timestamp    = {Mon, 07 Oct 2024 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-2402-01902.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n NetInfoF Framework: Measuring and Exploiting Network Usable Information.\n \n \n \n \n\n\n \n Lee, M.; Yu, H.; Zhang, J.; Ioannidis, V. N.; Song, X.; Adeshina, S.; Zheng, D.; and Faloutsos, C.\n\n\n \n\n\n\n CoRR, abs/2402.07999. 2024.\n \n\n\n\n
\n\n\n\n \n \n \"NetInfoFPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@article{DBLP:journals/corr/abs-2402-07999,\n  author       = {Meng{-}Chieh Lee and\n                  Haiyang Yu and\n                  Jian Zhang and\n                  Vassilis N. Ioannidis and\n                  Xiang Song and\n                  Soji Adeshina and\n                  Da Zheng and\n                  Christos Faloutsos},\n  title        = {NetInfoF Framework: Measuring and Exploiting Network Usable Information},\n  journal      = {CoRR},\n  volume       = {abs/2402.07999},\n  year         = {2024},\n  url          = {https://doi.org/10.48550/arXiv.2402.07999},\n  doi          = {10.48550/ARXIV.2402.07999},\n  eprinttype    = {arXiv},\n  eprint       = {2402.07999},\n  timestamp    = {Mon, 26 Feb 2024 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-2402-07999.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n OpenTab: Advancing Large Language Models as Open-domain Table Reasoners.\n \n \n \n \n\n\n \n Kong, K.; Zhang, J.; Shen, Z.; Srinivasan, B.; Lei, C.; Faloutsos, C.; Rangwala, H.; and Karypis, G.\n\n\n \n\n\n\n CoRR, abs/2402.14361. 2024.\n \n\n\n\n
\n\n\n\n \n \n \"OpenTab:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@article{DBLP:journals/corr/abs-2402-14361,\n  author       = {Kezhi Kong and\n                  Jiani Zhang and\n                  Zhengyuan Shen and\n                  Balasubramaniam Srinivasan and\n                  Chuan Lei and\n                  Christos Faloutsos and\n                  Huzefa Rangwala and\n                  George Karypis},\n  title        = {OpenTab: Advancing Large Language Models as Open-domain Table Reasoners},\n  journal      = {CoRR},\n  volume       = {abs/2402.14361},\n  year         = {2024},\n  url          = {https://doi.org/10.48550/arXiv.2402.14361},\n  doi          = {10.48550/ARXIV.2402.14361},\n  eprinttype    = {arXiv},\n  eprint       = {2402.14361},\n  timestamp    = {Fri, 22 Mar 2024 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-2402-14361.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Large Language Models(LLMs) on Tabular Data: Prediction, Generation, and Understanding - A Survey.\n \n \n \n \n\n\n \n Fang, X.; Xu, W.; Tan, F. A.; Zhang, J.; Hu, Z.; Qi, Y.; Nickleach, S.; Socolinsky, D.; Sengamedu, S. H.; and Faloutsos, C.\n\n\n \n\n\n\n CoRR, abs/2402.17944. 2024.\n \n\n\n\n
\n\n\n\n \n \n \"LargePaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@article{DBLP:journals/corr/abs-2402-17944,\n  author       = {Xi Fang and\n                  Weijie Xu and\n                  Fiona Anting Tan and\n                  Jiani Zhang and\n                  Ziqing Hu and\n                  Yanjun Qi and\n                  Scott Nickleach and\n                  Diego Socolinsky and\n                  Srinivasan H. Sengamedu and\n                  Christos Faloutsos},\n  title        = {Large Language Models(LLMs) on Tabular Data: Prediction, Generation,\n                  and Understanding - {A} Survey},\n  journal      = {CoRR},\n  volume       = {abs/2402.17944},\n  year         = {2024},\n  url          = {https://doi.org/10.48550/arXiv.2402.17944},\n  doi          = {10.48550/ARXIV.2402.17944},\n  eprinttype    = {arXiv},\n  eprint       = {2402.17944},\n  timestamp    = {Tue, 26 Mar 2024 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-2402-17944.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Automatic Question-Answer Generation for Long-Tail Knowledge.\n \n \n \n \n\n\n \n Kumar, R.; Kim, Y.; Ravi, S.; Sun, H.; Faloutsos, C.; Salakhutdinov, R.; and Yoon, M.\n\n\n \n\n\n\n CoRR, abs/2403.01382. 2024.\n \n\n\n\n
\n\n\n\n \n \n \"AutomaticPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@article{DBLP:journals/corr/abs-2403-01382,\n  author       = {Rohan Kumar and\n                  Youngmin Kim and\n                  Sunitha Ravi and\n                  Haitian Sun and\n                  Christos Faloutsos and\n                  Ruslan Salakhutdinov and\n                  Minji Yoon},\n  title        = {Automatic Question-Answer Generation for Long-Tail Knowledge},\n  journal      = {CoRR},\n  volume       = {abs/2403.01382},\n  year         = {2024},\n  url          = {https://doi.org/10.48550/arXiv.2403.01382},\n  doi          = {10.48550/ARXIV.2403.01382},\n  eprinttype    = {arXiv},\n  eprint       = {2403.01382},\n  timestamp    = {Tue, 02 Apr 2024 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-2403-01382.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n SnapNTell: Enhancing Entity-Centric Visual Question Answering with Retrieval Augmented Multimodal LLM.\n \n \n \n \n\n\n \n Qiu, J.; Madotto, A.; Lin, Z.; Crook, P. A.; Xu, Y. E.; Dong, X. L.; Faloutsos, C.; Li, L.; Damavandi, B.; and Moon, S.\n\n\n \n\n\n\n CoRR, abs/2403.04735. 2024.\n \n\n\n\n
\n\n\n\n \n \n \"SnapNTell:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/corr/abs-2403-04735,\n  author       = {Jielin Qiu and\n                  Andrea Madotto and\n                  Zhaojiang Lin and\n                  Paul A. Crook and\n                  Yifan Ethan Xu and\n                  Xin Luna Dong and\n                  Christos Faloutsos and\n                  Lei Li and\n                  Babak Damavandi and\n                  Seungwhan Moon},\n  title        = {SnapNTell: Enhancing Entity-Centric Visual Question Answering with\n                  Retrieval Augmented Multimodal {LLM}},\n  journal      = {CoRR},\n  volume       = {abs/2403.04735},\n  year         = {2024},\n  url          = {https://doi.org/10.48550/arXiv.2403.04735},\n  doi          = {10.48550/ARXIV.2403.04735},\n  eprinttype    = {arXiv},\n  eprint       = {2403.04735},\n  timestamp    = {Thu, 25 Apr 2024 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-2403-04735.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n OmniMatch: Effective Self-Supervised Any-Join Discovery in Tabular Data Repositories.\n \n \n \n \n\n\n \n Koutras, C.; Zhang, J.; Qin, X.; Lei, C.; Ioannidis, V.; Faloutsos, C.; Karypis, G.; and Katsifodimos, A.\n\n\n \n\n\n\n CoRR, abs/2403.07653. 2024.\n \n\n\n\n
\n\n\n\n \n \n \"OmniMatch:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/corr/abs-2403-07653,\n  author       = {Christos Koutras and\n                  Jiani Zhang and\n                  Xiao Qin and\n                  Chuan Lei and\n                  Vasileios Ioannidis and\n                  Christos Faloutsos and\n                  George Karypis and\n                  Asterios Katsifodimos},\n  title        = {OmniMatch: Effective Self-Supervised Any-Join Discovery in Tabular\n                  Data Repositories},\n  journal      = {CoRR},\n  volume       = {abs/2403.07653},\n  year         = {2024},\n  url          = {https://doi.org/10.48550/arXiv.2403.07653},\n  doi          = {10.48550/ARXIV.2403.07653},\n  eprinttype    = {arXiv},\n  eprint       = {2403.07653},\n  timestamp    = {Thu, 04 Apr 2024 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-2403-07653.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n McCatch: Scalable Microcluster Detection in Dimensional and Nondimensional Datasets.\n \n \n \n \n\n\n \n Vinces, B. V. S.; Cordeiro, R. L. F.; and Faloutsos, C.\n\n\n \n\n\n\n CoRR, abs/2403.08027. 2024.\n \n\n\n\n
\n\n\n\n \n \n \"McCatch:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/corr/abs-2403-08027,\n  author       = {Braulio Valentin Sanchez Vinces and\n                  Robson L. F. Cordeiro and\n                  Christos Faloutsos},\n  title        = {McCatch: Scalable Microcluster Detection in Dimensional and Nondimensional\n                  Datasets},\n  journal      = {CoRR},\n  volume       = {abs/2403.08027},\n  year         = {2024},\n  url          = {https://doi.org/10.48550/arXiv.2403.08027},\n  doi          = {10.48550/ARXIV.2403.08027},\n  eprinttype    = {arXiv},\n  eprint       = {2403.08027},\n  timestamp    = {Thu, 04 Apr 2024 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-2403-08027.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Entity6K: A Large Open-Domain Evaluation Dataset for Real-World Entity Recognition.\n \n \n \n \n\n\n \n Qiu, J.; Han, W.; Wang, W.; Yang, Z.; Li, L.; Wang, J.; Faloutsos, C.; Li, L.; and Wang, L.\n\n\n \n\n\n\n CoRR, abs/2403.12339. 2024.\n \n\n\n\n
\n\n\n\n \n \n \"Entity6K:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@article{DBLP:journals/corr/abs-2403-12339,\n  author       = {Jielin Qiu and\n                  William Han and\n                  Winfred Wang and\n                  Zhengyuan Yang and\n                  Linjie Li and\n                  Jianfeng Wang and\n                  Christos Faloutsos and\n                  Lei Li and\n                  Lijuan Wang},\n  title        = {Entity6K: {A} Large Open-Domain Evaluation Dataset for Real-World\n                  Entity Recognition},\n  journal      = {CoRR},\n  volume       = {abs/2403.12339},\n  year         = {2024},\n  url          = {https://doi.org/10.48550/arXiv.2403.12339},\n  doi          = {10.48550/ARXIV.2403.12339},\n  eprinttype    = {arXiv},\n  eprint       = {2403.12339},\n  timestamp    = {Thu, 25 Apr 2024 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-2403-12339.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n GLEMOS: Benchmark for Instantaneous Graph Learning Model Selection.\n \n \n \n \n\n\n \n Park, N.; Rossi, R. A.; Wang, X.; Simoulin, A.; Ahmed, N. K.; and Faloutsos, C.\n\n\n \n\n\n\n CoRR, abs/2404.01578. 2024.\n \n\n\n\n
\n\n\n\n \n \n \"GLEMOS:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/corr/abs-2404-01578,\n  author       = {Namyong Park and\n                  Ryan A. Rossi and\n                  Xing Wang and\n                  Antoine Simoulin and\n                  Nesreen K. Ahmed and\n                  Christos Faloutsos},\n  title        = {{GLEMOS:} Benchmark for Instantaneous Graph Learning Model Selection},\n  journal      = {CoRR},\n  volume       = {abs/2404.01578},\n  year         = {2024},\n  url          = {https://doi.org/10.48550/arXiv.2404.01578},\n  doi          = {10.48550/ARXIV.2404.01578},\n  eprinttype    = {arXiv},\n  eprint       = {2404.01578},\n  timestamp    = {Wed, 08 May 2024 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-2404-01578.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n 4DBInfer: A 4D Benchmarking Toolbox for Graph-Centric Predictive Modeling on Relational DBs.\n \n \n \n \n\n\n \n Wang, M.; Gan, Q.; Wipf, D.; Cai, Z.; Li, N.; Tang, J.; Zhang, Y.; Zhang, Z.; Mao, Z.; Song, Y.; Wang, Y.; Li, J.; Zhang, H.; Yang, G.; Qin, X.; Lei, C.; Zhang, M.; Zhang, W.; Faloutsos, C.; and Zhang, Z.\n\n\n \n\n\n\n CoRR, abs/2404.18209. 2024.\n \n\n\n\n
\n\n\n\n \n \n \"4DBInfer:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/corr/abs-2404-18209,\n  author       = {Minjie Wang and\n                  Quan Gan and\n                  David Wipf and\n                  Zhenkun Cai and\n                  Ning Li and\n                  Jianheng Tang and\n                  Yanlin Zhang and\n                  Zizhao Zhang and\n                  Zunyao Mao and\n                  Yakun Song and\n                  Yanbo Wang and\n                  Jiahang Li and\n                  Han Zhang and\n                  Guang Yang and\n                  Xiao Qin and\n                  Chuan Lei and\n                  Muhan Zhang and\n                  Weinan Zhang and\n                  Christos Faloutsos and\n                  Zheng Zhang},\n  title        = {4DBInfer: {A} 4D Benchmarking Toolbox for Graph-Centric Predictive\n                  Modeling on Relational DBs},\n  journal      = {CoRR},\n  volume       = {abs/2404.18209},\n  year         = {2024},\n  url          = {https://doi.org/10.48550/arXiv.2404.18209},\n  doi          = {10.48550/ARXIV.2404.18209},\n  eprinttype    = {arXiv},\n  eprint       = {2404.18209},\n  timestamp    = {Fri, 30 Aug 2024 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-2404-18209.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Evaluating Durability: Benchmark Insights into Multimodal Watermarking.\n \n \n \n \n\n\n \n Qiu, J.; Han, W.; Zhao, X.; Long, S.; Faloutsos, C.; and Li, L.\n\n\n \n\n\n\n CoRR, abs/2406.03728. 2024.\n \n\n\n\n
\n\n\n\n \n \n \"EvaluatingPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/corr/abs-2406-03728,\n  author       = {Jielin Qiu and\n                  William Han and\n                  Xuandong Zhao and\n                  Shangbang Long and\n                  Christos Faloutsos and\n                  Lei Li},\n  title        = {Evaluating Durability: Benchmark Insights into Multimodal Watermarking},\n  journal      = {CoRR},\n  volume       = {abs/2406.03728},\n  year         = {2024},\n  url          = {https://doi.org/10.48550/arXiv.2406.03728},\n  doi          = {10.48550/ARXIV.2406.03728},\n  eprinttype    = {arXiv},\n  eprint       = {2406.03728},\n  timestamp    = {Mon, 22 Jul 2024 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-2406-03728.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n GraphStorm: all-in-one graph machine learning framework for industry applications.\n \n \n \n \n\n\n \n Zheng, D.; Song, X.; Zhu, Q.; Zhang, J.; Vasiloudis, T.; Ma, R.; Zhang, H.; Wang, Z.; Adeshina, S.; Nisa, I.; Mottini, A.; Cui, Q.; Rangwala, H.; Zeng, B.; Faloutsos, C.; and Karypis, G.\n\n\n \n\n\n\n CoRR, abs/2406.06022. 2024.\n \n\n\n\n
\n\n\n\n \n \n \"GraphStorm:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/corr/abs-2406-06022,\n  author       = {Da Zheng and\n                  Xiang Song and\n                  Qi Zhu and\n                  Jiani Zhang and\n                  Theodore Vasiloudis and\n                  Runjie Ma and\n                  Houyu Zhang and\n                  Zichen Wang and\n                  Soji Adeshina and\n                  Israt Nisa and\n                  Alejandro Mottini and\n                  Qingjun Cui and\n                  Huzefa Rangwala and\n                  Belinda Zeng and\n                  Christos Faloutsos and\n                  George Karypis},\n  title        = {GraphStorm: all-in-one graph machine learning framework for industry\n                  applications},\n  journal      = {CoRR},\n  volume       = {abs/2406.06022},\n  year         = {2024},\n  url          = {https://doi.org/10.48550/arXiv.2406.06022},\n  doi          = {10.48550/ARXIV.2406.06022},\n  eprinttype    = {arXiv},\n  eprint       = {2406.06022},\n  timestamp    = {Sat, 13 Jul 2024 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-2406-06022.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n FeatNavigator: Automatic Feature Augmentation on Tabular Data.\n \n \n \n \n\n\n \n Liang, J.; Lei, C.; Qin, X.; Zhang, J.; Katsifodimos, A.; Faloutsos, C.; and Rangwala, H.\n\n\n \n\n\n\n CoRR, abs/2406.09534. 2024.\n \n\n\n\n
\n\n\n\n \n \n \"FeatNavigator:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/corr/abs-2406-09534,\n  author       = {Jiaming Liang and\n                  Chuan Lei and\n                  Xiao Qin and\n                  Jiani Zhang and\n                  Asterios Katsifodimos and\n                  Christos Faloutsos and\n                  Huzefa Rangwala},\n  title        = {FeatNavigator: Automatic Feature Augmentation on Tabular Data},\n  journal      = {CoRR},\n  volume       = {abs/2406.09534},\n  year         = {2024},\n  url          = {https://doi.org/10.48550/arXiv.2406.09534},\n  doi          = {10.48550/ARXIV.2406.09534},\n  eprinttype    = {arXiv},\n  eprint       = {2406.09534},\n  timestamp    = {Wed, 10 Jul 2024 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-2406-09534.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Hierarchical Compression of Text-Rich Graphs via Large Language Models.\n \n \n \n \n\n\n \n Zhang, S.; Zheng, D.; Zhang, J.; Zhu, Q.; Song, X.; Adeshina, S.; Faloutsos, C.; Karypis, G.; and Sun, Y.\n\n\n \n\n\n\n CoRR, abs/2406.11884. 2024.\n \n\n\n\n
\n\n\n\n \n \n \"HierarchicalPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/corr/abs-2406-11884,\n  author       = {Shichang Zhang and\n                  Da Zheng and\n                  Jiani Zhang and\n                  Qi Zhu and\n                  Xiang Song and\n                  Soji Adeshina and\n                  Christos Faloutsos and\n                  George Karypis and\n                  Yizhou Sun},\n  title        = {Hierarchical Compression of Text-Rich Graphs via Large Language Models},\n  journal      = {CoRR},\n  volume       = {abs/2406.11884},\n  year         = {2024},\n  url          = {https://doi.org/10.48550/arXiv.2406.11884},\n  doi          = {10.48550/ARXIV.2406.11884},\n  eprinttype    = {arXiv},\n  eprint       = {2406.11884},\n  timestamp    = {Fri, 19 Jul 2024 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-2406-11884.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Enhancing Foundation Models for Time Series Forecasting via Wavelet-based Tokenization.\n \n \n \n \n\n\n \n Masserano, L.; Ansari, A. F.; Han, B.; Zhang, X.; Faloutsos, C.; Mahoney, M. W.; Wilson, A. G.; Park, Y.; Rangapuram, S. S.; Maddix, D. C.; and Wang, Y.\n\n\n \n\n\n\n CoRR, abs/2412.05244. 2024.\n \n\n\n\n
\n\n\n\n \n \n \"EnhancingPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@article{DBLP:journals/corr/abs-2412-05244,\n  author       = {Luca Masserano and\n                  Abdul Fatir Ansari and\n                  Boran Han and\n                  Xiyuan Zhang and\n                  Christos Faloutsos and\n                  Michael W. Mahoney and\n                  Andrew Gordon Wilson and\n                  Youngsuk Park and\n                  Syama Sundar Rangapuram and\n                  Danielle C. Maddix and\n                  Yuyang Wang},\n  title        = {Enhancing Foundation Models for Time Series Forecasting via Wavelet-based\n                  Tokenization},\n  journal      = {CoRR},\n  volume       = {abs/2412.05244},\n  year         = {2024},\n  url          = {https://doi.org/10.48550/arXiv.2412.05244},\n  doi          = {10.48550/ARXIV.2412.05244},\n  eprinttype    = {arXiv},\n  eprint       = {2412.05244},\n  timestamp    = {Tue, 14 Jan 2025 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-2412-05244.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n HybGRAG: Hybrid Retrieval-Augmented Generation on Textual and Relational Knowledge Bases.\n \n \n \n \n\n\n \n Lee, M.; Zhu, Q.; Mavromatis, C.; Han, Z.; Adeshina, S.; Ioannidis, V. N.; Rangwala, H.; and Faloutsos, C.\n\n\n \n\n\n\n CoRR, abs/2412.16311. 2024.\n \n\n\n\n
\n\n\n\n \n \n \"HybGRAG:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@article{DBLP:journals/corr/abs-2412-16311,\n  author       = {Meng{-}Chieh Lee and\n                  Qi Zhu and\n                  Costas Mavromatis and\n                  Zhen Han and\n                  Soji Adeshina and\n                  Vassilis N. Ioannidis and\n                  Huzefa Rangwala and\n                  Christos Faloutsos},\n  title        = {HybGRAG: Hybrid Retrieval-Augmented Generation on Textual and Relational\n                  Knowledge Bases},\n  journal      = {CoRR},\n  volume       = {abs/2412.16311},\n  year         = {2024},\n  url          = {https://doi.org/10.48550/arXiv.2412.16311},\n  doi          = {10.48550/ARXIV.2412.16311},\n  eprinttype    = {arXiv},\n  eprint       = {2412.16311},\n  timestamp    = {Thu, 23 Jan 2025 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-2412-16311.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n  \n 2023\n \n \n (26)\n \n \n
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\n \n\n \n \n \n \n \n \n \\emphUSNAP: fast unique dense region detection and its application to lung cancer.\n \n \n \n \n\n\n \n Wong, S. W. H.; Pastrello, C.; Kotlyar, M.; Faloutsos, C.; and Jurisica, I.\n\n\n \n\n\n\n Bioinform., 39(8). 2023.\n \n\n\n\n
\n\n\n\n \n \n \"\\emphUSNAP:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/bioinformatics/WongPKFJ23,\n  author       = {Serene W. H. Wong and\n                  Chiara Pastrello and\n                  Max Kotlyar and\n                  Christos Faloutsos and\n                  Igor Jurisica},\n  title        = {\\emph{USNAP}: fast unique dense region detection and its application\n                  to lung cancer},\n  journal      = {Bioinform.},\n  volume       = {39},\n  number       = {8},\n  year         = {2023},\n  url          = {https://doi.org/10.1093/bioinformatics/btad477},\n  doi          = {10.1093/BIOINFORMATICS/BTAD477},\n  timestamp    = {Sun, 06 Oct 2024 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/bioinformatics/WongPKFJ23.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Benefit-aware early prediction of health outcomes on multivariate EEG time series.\n \n \n \n \n\n\n \n Shekhar, S.; Eswaran, D.; Hooi, B.; Elmer, J.; Faloutsos, C.; and Akoglu, L.\n\n\n \n\n\n\n J. Biomed. Informatics, 139: 104296. 2023.\n \n\n\n\n
\n\n\n\n \n \n \"Benefit-awarePaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@article{DBLP:journals/jbi/ShekharEHEFA23,\n  author       = {Shubhranshu Shekhar and\n                  Dhivya Eswaran and\n                  Bryan Hooi and\n                  Jonathan Elmer and\n                  Christos Faloutsos and\n                  Leman Akoglu},\n  title        = {Benefit-aware early prediction of health outcomes on multivariate\n                  {EEG} time series},\n  journal      = {J. Biomed. Informatics},\n  volume       = {139},\n  pages        = {104296},\n  year         = {2023},\n  url          = {https://doi.org/10.1016/j.jbi.2023.104296},\n  doi          = {10.1016/J.JBI.2023.104296},\n  timestamp    = {Tue, 28 Mar 2023 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/jbi/ShekharEHEFA23.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Accelerating Similarity Search for Elastic Measures: A Study and New Generalization of Lower Bounding Distances.\n \n \n \n \n\n\n \n Paparrizos, J.; Wu, K.; Elmore, A. J.; Faloutsos, C.; and Franklin, M. J.\n\n\n \n\n\n\n Proc. VLDB Endow., 16(8): 2019–2032. 2023.\n \n\n\n\n
\n\n\n\n \n \n \"AcceleratingPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/pvldb/PaparrizosWEFF23,\n  author       = {John Paparrizos and\n                  Kaize Wu and\n                  Aaron J. Elmore and\n                  Christos Faloutsos and\n                  Michael J. Franklin},\n  title        = {Accelerating Similarity Search for Elastic Measures: {A} Study and\n                  New Generalization of Lower Bounding Distances},\n  journal      = {Proc. {VLDB} Endow.},\n  volume       = {16},\n  number       = {8},\n  pages        = {2019--2032},\n  year         = {2023},\n  url          = {https://www.vldb.org/pvldb/vol16/p2019-paparrizos.pdf},\n  doi          = {10.14778/3594512.3594530},\n  timestamp    = {Sun, 19 Jan 2025 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/pvldb/PaparrizosWEFF23.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n DeltaShield: Information Theory for Human- Trafficking Detection.\n \n \n \n \n\n\n \n Vajiac, C.; Lee, M.; Kulshrestha, A.; Levy, S.; Park, N.; Olligschlaeger, A. M.; Jones, C.; Rabbany, R.; and Faloutsos, C.\n\n\n \n\n\n\n ACM Trans. Knowl. Discov. Data, 17(2): 28:1–28:27. 2023.\n \n\n\n\n
\n\n\n\n \n \n \"DeltaShield:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/tkdd/VajiacLKLPOJRF23,\n  author       = {Catalina Vajiac and\n                  Meng{-}Chieh Lee and\n                  Aayushi Kulshrestha and\n                  Sacha Levy and\n                  Namyong Park and\n                  Andreas M. Olligschlaeger and\n                  Cara Jones and\n                  Reihaneh Rabbany and\n                  Christos Faloutsos},\n  title        = {DeltaShield: Information Theory for Human- Trafficking Detection},\n  journal      = {{ACM} Trans. Knowl. Discov. Data},\n  volume       = {17},\n  number       = {2},\n  pages        = {28:1--28:27},\n  year         = {2023},\n  url          = {https://doi.org/10.1145/3563040},\n  doi          = {10.1145/3563040},\n  timestamp    = {Sun, 19 Jan 2025 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/tkdd/VajiacLKLPOJRF23.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n TrafficVis: Visualizing Organized Activity and Spatio-Temporal Patterns for Detecting and Labeling Human Trafficking.\n \n \n \n \n\n\n \n Vajiac, C.; Chau, D. H.; Olligschlaeger, A. M.; Mackenzie, R.; Nair, P.; Lee, M.; Li, Y.; Park, N.; Rabbany, R.; and Faloutsos, C.\n\n\n \n\n\n\n IEEE Trans. Vis. Comput. Graph., 29(1): 53–62. 2023.\n \n\n\n\n
\n\n\n\n \n \n \"TrafficVis:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/tvcg/VajiacCOMNLLPRF23,\n  author       = {Catalina Vajiac and\n                  Duen Horng Chau and\n                  Andreas M. Olligschlaeger and\n                  Rebecca Mackenzie and\n                  Pratheeksha Nair and\n                  Meng{-}Chieh Lee and\n                  Yifei Li and\n                  Namyong Park and\n                  Reihaneh Rabbany and\n                  Christos Faloutsos},\n  title        = {TrafficVis: Visualizing Organized Activity and Spatio-Temporal Patterns\n                  for Detecting and Labeling Human Trafficking},\n  journal      = {{IEEE} Trans. Vis. Comput. Graph.},\n  volume       = {29},\n  number       = {1},\n  pages        = {53--62},\n  year         = {2023},\n  url          = {https://doi.org/10.1109/TVCG.2022.3209403},\n  doi          = {10.1109/TVCG.2022.3209403},\n  timestamp    = {Wed, 04 Jan 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/tvcg/VajiacCOMNLLPRF23.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n ExplainFix: Explainable spatially fixed deep networks.\n \n \n \n \n\n\n \n Gaudio, A.; Faloutsos, C.; Smailagic, A.; Costa, P.; and Campilho, A.\n\n\n \n\n\n\n WIREs Data. Mining. Knowl. Discov., 13(2). 2023.\n \n\n\n\n
\n\n\n\n \n \n \"ExplainFix:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@article{DBLP:journals/widm/GaudioFSCC23,\n  author       = {Alex Gaudio and\n                  Christos Faloutsos and\n                  Asim Smailagic and\n                  Pedro Costa and\n                  Aur{\\'{e}}lio Campilho},\n  title        = {ExplainFix: Explainable spatially fixed deep networks},\n  journal      = {WIREs Data. Mining. Knowl. Discov.},\n  volume       = {13},\n  number       = {2},\n  year         = {2023},\n  url          = {https://doi.org/10.1002/widm.1483},\n  doi          = {10.1002/WIDM.1483},\n  timestamp    = {Sat, 13 May 2023 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/widm/GaudioFSCC23.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n \\emphDeepFixCX: Explainable privacy-preserving image compression for medical image analysis.\n \n \n \n \n\n\n \n Gaudio, A.; Smailagic, A.; Faloutsos, C.; Mohan, S.; Johnson, E.; Liu, Y.; Costa, P.; and Campilho, A.\n\n\n \n\n\n\n WIREs Data. Mining. Knowl. Discov., 13(4). 2023.\n \n\n\n\n
\n\n\n\n \n \n \"\\emphDeepFixCX:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@article{DBLP:journals/widm/GaudioSFMJLCC23,\n  author       = {Alex Gaudio and\n                  Asim Smailagic and\n                  Christos Faloutsos and\n                  Shreshta Mohan and\n                  Elvin Johnson and\n                  Yuhao Liu and\n                  Pedro Costa and\n                  Aur{\\'{e}}lio Campilho},\n  title        = {\\emph{DeepFixCX}: Explainable privacy-preserving image compression\n                  for medical image analysis},\n  journal      = {WIREs Data. Mining. Knowl. Discov.},\n  volume       = {13},\n  number       = {4},\n  year         = {2023},\n  url          = {https://doi.org/10.1002/widm.1495},\n  doi          = {10.1002/WIDM.1495},\n  timestamp    = {Tue, 12 Sep 2023 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/widm/GaudioSFMJLCC23.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n TgrApp: Anomaly Detection and Visualization of Large-Scale Call Graphs.\n \n \n \n \n\n\n \n Cazzolato, M. T.; Vijayakumar, S.; Zheng, X.; Park, N.; Lee, M.; Chau, D. H.; Fidalgo, P.; Lages, B.; Traina, A. J. M.; and Faloutsos, C.\n\n\n \n\n\n\n In Williams, B.; Chen, Y.; and Neville, J., editor(s), Thirty-Seventh AAAI Conference on Artificial Intelligence, AAAI 2023, Thirty-Fifth Conference on Innovative Applications of Artificial Intelligence, IAAI 2023, Thirteenth Symposium on Educational Advances in Artificial Intelligence, EAAI 2023, Washington, DC, USA, February 7-14, 2023, pages 16410–16412, 2023. AAAI Press\n \n\n\n\n
\n\n\n\n \n \n \"TgrApp:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/aaai/CazzolatoVZPLCF23,\n  author       = {Mirela T. Cazzolato and\n                  Saranya Vijayakumar and\n                  Xinyi Zheng and\n                  Namyong Park and\n                  Meng{-}Chieh Lee and\n                  Duen Horng Chau and\n                  Pedro Fidalgo and\n                  Bruno Lages and\n                  Agma J. M. Traina and\n                  Christos Faloutsos},\n  editor       = {Brian Williams and\n                  Yiling Chen and\n                  Jennifer Neville},\n  title        = {TgrApp: Anomaly Detection and Visualization of Large-Scale Call Graphs},\n  booktitle    = {Thirty-Seventh {AAAI} Conference on Artificial Intelligence, {AAAI}\n                  2023, Thirty-Fifth Conference on Innovative Applications of Artificial\n                  Intelligence, {IAAI} 2023, Thirteenth Symposium on Educational Advances\n                  in Artificial Intelligence, {EAAI} 2023, Washington, DC, USA, February\n                  7-14, 2023},\n  pages        = {16410--16412},\n  publisher    = {{AAAI} Press},\n  year         = {2023},\n  url          = {https://doi.org/10.1609/aaai.v37i13.27062},\n  doi          = {10.1609/AAAI.V37I13.27062},\n  timestamp    = {Mon, 04 Sep 2023 12:29:24 +0200},\n  biburl       = {https://dblp.org/rec/conf/aaai/CazzolatoVZPLCF23.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Automatic Table Union Search with Tabular Representation Learning.\n \n \n \n \n\n\n \n Hu, X.; Wang, S.; Qin, X.; Lei, C.; Shen, Z.; Faloutsos, C.; Katsifodimos, A.; Karypis, G.; Wen, L.; and Yu, P. S.\n\n\n \n\n\n\n In Rogers, A.; Boyd-Graber, J. L.; and Okazaki, N., editor(s), Findings of the Association for Computational Linguistics: ACL 2023, Toronto, Canada, July 9-14, 2023, pages 3786–3800, 2023. Association for Computational Linguistics\n \n\n\n\n
\n\n\n\n \n \n \"AutomaticPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/acl/HuWQLSFKKWY23,\n  author       = {Xuming Hu and\n                  Shen Wang and\n                  Xiao Qin and\n                  Chuan Lei and\n                  Zhengyuan Shen and\n                  Christos Faloutsos and\n                  Asterios Katsifodimos and\n                  George Karypis and\n                  Lijie Wen and\n                  Philip S. Yu},\n  editor       = {Anna Rogers and\n                  Jordan L. Boyd{-}Graber and\n                  Naoaki Okazaki},\n  title        = {Automatic Table Union Search with Tabular Representation Learning},\n  booktitle    = {Findings of the Association for Computational Linguistics: {ACL} 2023,\n                  Toronto, Canada, July 9-14, 2023},\n  pages        = {3786--3800},\n  publisher    = {Association for Computational Linguistics},\n  year         = {2023},\n  url          = {https://doi.org/10.18653/v1/2023.findings-acl.233},\n  doi          = {10.18653/V1/2023.FINDINGS-ACL.233},\n  timestamp    = {Thu, 15 Aug 2024 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/acl/HuWQLSFKKWY23.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Concept2Box: Joint Geometric Embeddings for Learning Two-View Knowledge Graphs.\n \n \n \n \n\n\n \n Huang, Z.; Wang, D.; Huang, B.; Zhang, C.; Shang, J.; Liang, Y.; Wang, Z.; Li, X.; Faloutsos, C.; Sun, Y.; and Wang, W.\n\n\n \n\n\n\n In Rogers, A.; Boyd-Graber, J. L.; and Okazaki, N., editor(s), Findings of the Association for Computational Linguistics: ACL 2023, Toronto, Canada, July 9-14, 2023, pages 10105–10118, 2023. Association for Computational Linguistics\n \n\n\n\n
\n\n\n\n \n \n \"Concept2Box:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/acl/0002WHZS0WLFS023,\n  author       = {Zijie Huang and\n                  Daheng Wang and\n                  Binxuan Huang and\n                  Chenwei Zhang and\n                  Jingbo Shang and\n                  Yan Liang and\n                  Zhengyang Wang and\n                  Xian Li and\n                  Christos Faloutsos and\n                  Yizhou Sun and\n                  Wei Wang},\n  editor       = {Anna Rogers and\n                  Jordan L. Boyd{-}Graber and\n                  Naoaki Okazaki},\n  title        = {Concept2Box: Joint Geometric Embeddings for Learning Two-View Knowledge\n                  Graphs},\n  booktitle    = {Findings of the Association for Computational Linguistics: {ACL} 2023,\n                  Toronto, Canada, July 9-14, 2023},\n  pages        = {10105--10118},\n  publisher    = {Association for Computational Linguistics},\n  year         = {2023},\n  url          = {https://doi.org/10.18653/v1/2023.findings-acl.642},\n  doi          = {10.18653/V1/2023.FINDINGS-ACL.642},\n  timestamp    = {Thu, 10 Aug 2023 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/acl/0002WHZS0WLFS023.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Exploratory Data Analysis in Electronic Health Records Graphs: Intuitive Features and Visualization Tools.\n \n \n \n \n\n\n \n Cazzolato, M. T.; Gutierrez, M. A.; Traina, C.; Faloutsos, C.; and Traina, A. J. M.\n\n\n \n\n\n\n In Almeida, J. R.; Spiliopoulou, M.; Benítez-Andrades, J. A.; Placidi, G.; González, A. R.; Sicilia, R.; and Kane, B., editor(s), 36th IEEE International Symposium on Computer-Based Medical Systems, CBMS 2023, L'Aquila, Italy, June 22-24, 2023, pages 117–122, 2023. IEEE\n \n\n\n\n
\n\n\n\n \n \n \"ExploratoryPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/cbms/CazzolatoGTFT23,\n  author       = {Mirela T. Cazzolato and\n                  Marco Antonio Gutierrez and\n                  Caetano Traina and\n                  Christos Faloutsos and\n                  Agma J. M. Traina},\n  editor       = {Jo{\\~{a}}o Rafael Almeida and\n                  Myra Spiliopoulou and\n                  Jos{\\'{e}} Alberto Ben{\\'{\\i}}tez{-}Andrades and\n                  Giuseppe Placidi and\n                  Alejandro Rodr{\\'{\\i}}guez Gonz{\\'{a}}lez and\n                  Rosa Sicilia and\n                  Bridget Kane},\n  title        = {Exploratory Data Analysis in Electronic Health Records Graphs: Intuitive\n                  Features and Visualization Tools},\n  booktitle    = {36th {IEEE} International Symposium on Computer-Based Medical Systems,\n                  {CBMS} 2023, L'Aquila, Italy, June 22-24, 2023},\n  pages        = {117--122},\n  publisher    = {{IEEE}},\n  year         = {2023},\n  url          = {https://doi.org/10.1109/CBMS58004.2023.00202},\n  doi          = {10.1109/CBMS58004.2023.00202},\n  timestamp    = {Sun, 06 Oct 2024 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/cbms/CazzolatoGTFT23.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n CallMine: Fraud Detection and Visualization of Million-Scale Call Graphs.\n \n \n \n \n\n\n \n Cazzolato, M. T.; Vijayakumar, S.; Lee, M.; Vajiac, C.; Park, N.; Fidalgo, P.; Traina, A. J. M.; and Faloutsos, C.\n\n\n \n\n\n\n In Frommholz, I.; Hopfgartner, F.; Lee, M.; Oakes, M.; Lalmas, M.; Zhang, M.; and Santos, R. L. T., editor(s), Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, CIKM 2023, Birmingham, United Kingdom, October 21-25, 2023, pages 4509–4515, 2023. ACM\n \n\n\n\n
\n\n\n\n \n \n \"CallMine:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/cikm/CazzolatoVLVPFT23,\n  author       = {Mirela Teixeira Cazzolato and\n                  Saranya Vijayakumar and\n                  Meng{-}Chieh Lee and\n                  Catalina Vajiac and\n                  Namyong Park and\n                  Pedro Fidalgo and\n                  Agma J. M. Traina and\n                  Christos Faloutsos},\n  editor       = {Ingo Frommholz and\n                  Frank Hopfgartner and\n                  Mark Lee and\n                  Michael Oakes and\n                  Mounia Lalmas and\n                  Min Zhang and\n                  Rodrygo L. T. Santos},\n  title        = {CallMine: Fraud Detection and Visualization of Million-Scale Call\n                  Graphs},\n  booktitle    = {Proceedings of the 32nd {ACM} International Conference on Information\n                  and Knowledge Management, {CIKM} 2023, Birmingham, United Kingdom,\n                  October 21-25, 2023},\n  pages        = {4509--4515},\n  publisher    = {{ACM}},\n  year         = {2023},\n  url          = {https://doi.org/10.1145/3583780.3614662},\n  doi          = {10.1145/3583780.3614662},\n  timestamp    = {Sun, 19 Jan 2025 13:12:15 +0100},\n  biburl       = {https://dblp.org/rec/conf/cikm/CazzolatoVLVPFT23.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n MetaGL: Evaluation-Free Selection of Graph Learning Models via Meta-Learning.\n \n \n \n \n\n\n \n Park, N.; Rossi, R. A.; Ahmed, N. K.; and Faloutsos, C.\n\n\n \n\n\n\n In The Eleventh International Conference on Learning Representations, ICLR 2023, Kigali, Rwanda, May 1-5, 2023, 2023. OpenReview.net\n \n\n\n\n
\n\n\n\n \n \n \"MetaGL:Paper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/iclr/ParkRAF23,\n  author       = {Namyong Park and\n                  Ryan A. Rossi and\n                  Nesreen K. Ahmed and\n                  Christos Faloutsos},\n  title        = {MetaGL: Evaluation-Free Selection of Graph Learning Models via Meta-Learning},\n  booktitle    = {The Eleventh International Conference on Learning Representations,\n                  {ICLR} 2023, Kigali, Rwanda, May 1-5, 2023},\n  publisher    = {OpenReview.net},\n  year         = {2023},\n  url          = {https://openreview.net/forum?id=C1ns08q9jZ},\n  timestamp    = {Wed, 24 Jul 2024 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/iclr/ParkRAF23.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Less is More: SlimG for Accurate, Robust, and Interpretable Graph Mining.\n \n \n \n \n\n\n \n Yoo, J.; Lee, M.; Shekhar, S.; and Faloutsos, C.\n\n\n \n\n\n\n In Singh, A. K.; Sun, Y.; Akoglu, L.; Gunopulos, D.; Yan, X.; Kumar, R.; Ozcan, F.; and Ye, J., editor(s), Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, KDD 2023, Long Beach, CA, USA, August 6-10, 2023, pages 3128–3139, 2023. ACM\n \n\n\n\n
\n\n\n\n \n \n \"LessPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/kdd/YooLSF23,\n  author       = {Jaemin Yoo and\n                  Meng{-}Chieh Lee and\n                  Shubhranshu Shekhar and\n                  Christos Faloutsos},\n  editor       = {Ambuj K. Singh and\n                  Yizhou Sun and\n                  Leman Akoglu and\n                  Dimitrios Gunopulos and\n                  Xifeng Yan and\n                  Ravi Kumar and\n                  Fatma Ozcan and\n                  Jieping Ye},\n  title        = {Less is More: SlimG for Accurate, Robust, and Interpretable Graph\n                  Mining},\n  booktitle    = {Proceedings of the 29th {ACM} {SIGKDD} Conference on Knowledge Discovery\n                  and Data Mining, {KDD} 2023, Long Beach, CA, USA, August 6-10, 2023},\n  pages        = {3128--3139},\n  publisher    = {{ACM}},\n  year         = {2023},\n  url          = {https://doi.org/10.1145/3580305.3599413},\n  doi          = {10.1145/3580305.3599413},\n  timestamp    = {Mon, 25 Sep 2023 08:29:22 +0200},\n  biburl       = {https://dblp.org/rec/conf/kdd/YooLSF23.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n GLEMOS: Benchmark for Instantaneous Graph Learning Model Selection.\n \n \n \n \n\n\n \n Park, N.; Rossi, R. A.; Wang, X.; Simoulin, A.; Ahmed, N. K.; and Faloutsos, C.\n\n\n \n\n\n\n In Oh, A.; Naumann, T.; Globerson, A.; Saenko, K.; Hardt, M.; and Levine, S., editor(s), Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans, LA, USA, December 10 - 16, 2023, 2023. \n \n\n\n\n
\n\n\n\n \n \n \"GLEMOS:Paper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/nips/ParkRWSAF23,\n  author       = {Namyong Park and\n                  Ryan A. Rossi and\n                  Xing Wang and\n                  Antoine Simoulin and\n                  Nesreen K. Ahmed and\n                  Christos Faloutsos},\n  editor       = {Alice Oh and\n                  Tristan Naumann and\n                  Amir Globerson and\n                  Kate Saenko and\n                  Moritz Hardt and\n                  Sergey Levine},\n  title        = {{GLEMOS:} Benchmark for Instantaneous Graph Learning Model Selection},\n  booktitle    = {Advances in Neural Information Processing Systems 36: Annual Conference\n                  on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,\n                  LA, USA, December 10 - 16, 2023},\n  year         = {2023},\n  url          = {http://papers.nips.cc/paper\\_files/paper/2023/hash/dcd18e50ebca0af89187c6e35dabb584-Abstract-Datasets\\_and\\_Benchmarks.html},\n  timestamp    = {Fri, 01 Mar 2024 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/nips/ParkRWSAF23.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Train Your Own GNN Teacher: Graph-Aware Distillation on Textual Graphs.\n \n \n \n \n\n\n \n Mavromatis, C.; Ioannidis, V. N.; Wang, S.; Zheng, D.; Adeshina, S.; Ma, J.; Zhao, H.; Faloutsos, C.; and Karypis, G.\n\n\n \n\n\n\n In Koutra, D.; Plant, C.; Rodriguez, M. G.; Baralis, E.; and Bonchi, F., editor(s), Machine Learning and Knowledge Discovery in Databases: Research Track - European Conference, ECML PKDD 2023, Turin, Italy, September 18-22, 2023, Proceedings, Part III, volume 14171, of Lecture Notes in Computer Science, pages 157–173, 2023. Springer\n \n\n\n\n
\n\n\n\n \n \n \"TrainPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/pkdd/MavromatisIWZAMZFK23,\n  author       = {Costas Mavromatis and\n                  Vassilis N. Ioannidis and\n                  Shen Wang and\n                  Da Zheng and\n                  Soji Adeshina and\n                  Jun Ma and\n                  Han Zhao and\n                  Christos Faloutsos and\n                  George Karypis},\n  editor       = {Danai Koutra and\n                  Claudia Plant and\n                  Manuel Gomez Rodriguez and\n                  Elena Baralis and\n                  Francesco Bonchi},\n  title        = {Train Your Own {GNN} Teacher: Graph-Aware Distillation on Textual\n                  Graphs},\n  booktitle    = {Machine Learning and Knowledge Discovery in Databases: Research Track\n                  - European Conference, {ECML} {PKDD} 2023, Turin, Italy, September\n                  18-22, 2023, Proceedings, Part {III}},\n  series       = {Lecture Notes in Computer Science},\n  volume       = {14171},\n  pages        = {157--173},\n  publisher    = {Springer},\n  year         = {2023},\n  url          = {https://doi.org/10.1007/978-3-031-43418-1\\_10},\n  doi          = {10.1007/978-3-031-43418-1\\_10},\n  timestamp    = {Wed, 20 Sep 2023 23:28:46 +0200},\n  biburl       = {https://dblp.org/rec/conf/pkdd/MavromatisIWZAMZFK23.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n PaGE-Link: Path-based Graph Neural Network Explanation for Heterogeneous Link Prediction.\n \n \n \n \n\n\n \n Zhang, S.; Zhang, J.; Song, X.; Adeshina, S.; Zheng, D.; Faloutsos, C.; and Sun, Y.\n\n\n \n\n\n\n In Ding, Y.; Tang, J.; Sequeda, J. F.; Aroyo, L.; Castillo, C.; and Houben, G., editor(s), Proceedings of the ACM Web Conference 2023, WWW 2023, Austin, TX, USA, 30 April 2023 - 4 May 2023, pages 3784–3793, 2023. ACM\n \n\n\n\n
\n\n\n\n \n \n \"PaGE-Link:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/www/Zhang0SAZFS23,\n  author       = {Shichang Zhang and\n                  Jiani Zhang and\n                  Xiang Song and\n                  Soji Adeshina and\n                  Da Zheng and\n                  Christos Faloutsos and\n                  Yizhou Sun},\n  editor       = {Ying Ding and\n                  Jie Tang and\n                  Juan F. Sequeda and\n                  Lora Aroyo and\n                  Carlos Castillo and\n                  Geert{-}Jan Houben},\n  title        = {PaGE-Link: Path-based Graph Neural Network Explanation for Heterogeneous\n                  Link Prediction},\n  booktitle    = {Proceedings of the {ACM} Web Conference 2023, {WWW} 2023, Austin,\n                  TX, USA, 30 April 2023 - 4 May 2023},\n  pages        = {3784--3793},\n  publisher    = {{ACM}},\n  year         = {2023},\n  url          = {https://doi.org/10.1145/3543507.3583511},\n  doi          = {10.1145/3543507.3583511},\n  timestamp    = {Mon, 26 Feb 2024 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/www/Zhang0SAZFS23.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n UltraProp: Principled and Explainable Propagation on Large Graphs.\n \n \n \n \n\n\n \n Lee, M.; Shekhar, S.; Yoo, J.; and Faloutsos, C.\n\n\n \n\n\n\n CoRR, abs/2301.00270. 2023.\n \n\n\n\n
\n\n\n\n \n \n \"UltraProp:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@article{DBLP:journals/corr/abs-2301-00270,\n  author       = {Meng{-}Chieh Lee and\n                  Shubhranshu Shekhar and\n                  Jaemin Yoo and\n                  Christos Faloutsos},\n  title        = {UltraProp: Principled and Explainable Propagation on Large Graphs},\n  journal      = {CoRR},\n  volume       = {abs/2301.00270},\n  year         = {2023},\n  url          = {https://doi.org/10.48550/arXiv.2301.00270},\n  doi          = {10.48550/ARXIV.2301.00270},\n  eprinttype    = {arXiv},\n  eprint       = {2301.00270},\n  timestamp    = {Sat, 19 Aug 2023 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-2301-00270.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n OrthoReg: Improving Graph-regularized MLPs via Orthogonality Regularization.\n \n \n \n \n\n\n \n Zhang, H.; Wang, S.; Ioannidis, V. N.; Adeshina, S.; Zhang, J.; Qin, X.; Faloutsos, C.; Zheng, D.; Karypis, G.; and Yu, P. S.\n\n\n \n\n\n\n CoRR, abs/2302.00109. 2023.\n \n\n\n\n
\n\n\n\n \n \n \"OrthoReg:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@article{DBLP:journals/corr/abs-2302-00109,\n  author       = {Hengrui Zhang and\n                  Shen Wang and\n                  Vassilis N. Ioannidis and\n                  Soji Adeshina and\n                  Jiani Zhang and\n                  Xiao Qin and\n                  Christos Faloutsos and\n                  Da Zheng and\n                  George Karypis and\n                  Philip S. Yu},\n  title        = {OrthoReg: Improving Graph-regularized MLPs via Orthogonality Regularization},\n  journal      = {CoRR},\n  volume       = {abs/2302.00109},\n  year         = {2023},\n  url          = {https://doi.org/10.48550/arXiv.2302.00109},\n  doi          = {10.48550/ARXIV.2302.00109},\n  eprinttype    = {arXiv},\n  eprint       = {2302.00109},\n  timestamp    = {Wed, 22 Mar 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-2302-00109.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n PaGE-Link: Path-based Graph Neural Network Explanation for Heterogeneous Link Prediction.\n \n \n \n \n\n\n \n Zhang, S.; Zhang, J.; Song, X.; Adeshina, S.; Zheng, D.; Faloutsos, C.; and Sun, Y.\n\n\n \n\n\n\n CoRR, abs/2302.12465. 2023.\n \n\n\n\n
\n\n\n\n \n \n \"PaGE-Link:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@article{DBLP:journals/corr/abs-2302-12465,\n  author       = {Shichang Zhang and\n                  Jiani Zhang and\n                  Xiang Song and\n                  Soji Adeshina and\n                  Da Zheng and\n                  Christos Faloutsos and\n                  Yizhou Sun},\n  title        = {PaGE-Link: Path-based Graph Neural Network Explanation for Heterogeneous\n                  Link Prediction},\n  journal      = {CoRR},\n  volume       = {abs/2302.12465},\n  year         = {2023},\n  url          = {https://doi.org/10.48550/arXiv.2302.12465},\n  doi          = {10.48550/ARXIV.2302.12465},\n  eprinttype    = {arXiv},\n  eprint       = {2302.12465},\n  timestamp    = {Mon, 26 Feb 2024 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-2302-12465.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n ExplainFix: Explainable Spatially Fixed Deep Networks.\n \n \n \n \n\n\n \n Gaudio, A.; Faloutsos, C.; Smailagic, A.; Costa, P.; and Campilho, A. J. C.\n\n\n \n\n\n\n CoRR, abs/2303.10408. 2023.\n \n\n\n\n
\n\n\n\n \n \n \"ExplainFix:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@article{DBLP:journals/corr/abs-2303-10408,\n  author       = {Alex Gaudio and\n                  Christos Faloutsos and\n                  Asim Smailagic and\n                  Pedro Costa and\n                  Aur{\\'{e}}lio J. C. Campilho},\n  title        = {ExplainFix: Explainable Spatially Fixed Deep Networks},\n  journal      = {CoRR},\n  volume       = {abs/2303.10408},\n  year         = {2023},\n  url          = {https://doi.org/10.48550/arXiv.2303.10408},\n  doi          = {10.48550/ARXIV.2303.10408},\n  eprinttype    = {arXiv},\n  eprint       = {2303.10408},\n  timestamp    = {Wed, 22 Mar 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-2303-10408.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Train Your Own GNN Teacher: Graph-Aware Distillation on Textual Graphs.\n \n \n \n \n\n\n \n Mavromatis, C.; Ioannidis, V. N.; Wang, S.; Zheng, D.; Adeshina, S.; Ma, J.; Zhao, H.; Faloutsos, C.; and Karypis, G.\n\n\n \n\n\n\n CoRR, abs/2304.10668. 2023.\n \n\n\n\n
\n\n\n\n \n \n \"TrainPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@article{DBLP:journals/corr/abs-2304-10668,\n  author       = {Costas Mavromatis and\n                  Vassilis N. Ioannidis and\n                  Shen Wang and\n                  Da Zheng and\n                  Soji Adeshina and\n                  Jun Ma and\n                  Han Zhao and\n                  Christos Faloutsos and\n                  George Karypis},\n  title        = {Train Your Own {GNN} Teacher: Graph-Aware Distillation on Textual\n                  Graphs},\n  journal      = {CoRR},\n  volume       = {abs/2304.10668},\n  year         = {2023},\n  url          = {https://doi.org/10.48550/arXiv.2304.10668},\n  doi          = {10.48550/ARXIV.2304.10668},\n  eprinttype    = {arXiv},\n  eprint       = {2304.10668},\n  timestamp    = {Mon, 08 May 2023 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-2304-10668.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Concept2Box: Joint Geometric Embeddings for Learning Two-View Knowledge Graphs.\n \n \n \n \n\n\n \n Huang, Z.; Wang, D.; Huang, B.; Zhang, C.; Shang, J.; Liang, Y.; Wang, Z.; Li, X.; Faloutsos, C.; Sun, Y.; and Wang, W.\n\n\n \n\n\n\n CoRR, abs/2307.01933. 2023.\n \n\n\n\n
\n\n\n\n \n \n \"Concept2Box:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@article{DBLP:journals/corr/abs-2307-01933,\n  author       = {Zijie Huang and\n                  Daheng Wang and\n                  Binxuan Huang and\n                  Chenwei Zhang and\n                  Jingbo Shang and\n                  Yan Liang and\n                  Zhengyang Wang and\n                  Xian Li and\n                  Christos Faloutsos and\n                  Yizhou Sun and\n                  Wei Wang},\n  title        = {Concept2Box: Joint Geometric Embeddings for Learning Two-View Knowledge\n                  Graphs},\n  journal      = {CoRR},\n  volume       = {abs/2307.01933},\n  year         = {2023},\n  url          = {https://doi.org/10.48550/arXiv.2307.01933},\n  doi          = {10.48550/ARXIV.2307.01933},\n  eprinttype    = {arXiv},\n  eprint       = {2307.01933},\n  timestamp    = {Tue, 11 Jul 2023 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-2307-01933.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n TouchUp-G: Improving Feature Representation through Graph-Centric Finetuning.\n \n \n \n \n\n\n \n Zhu, J.; Song, X.; Ioannidis, V. N.; Koutra, D.; and Faloutsos, C.\n\n\n \n\n\n\n CoRR, abs/2309.13885. 2023.\n \n\n\n\n
\n\n\n\n \n \n \"TouchUp-G:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@article{DBLP:journals/corr/abs-2309-13885,\n  author       = {Jing Zhu and\n                  Xiang Song and\n                  Vassilis N. Ioannidis and\n                  Danai Koutra and\n                  Christos Faloutsos},\n  title        = {TouchUp-G: Improving Feature Representation through Graph-Centric\n                  Finetuning},\n  journal      = {CoRR},\n  volume       = {abs/2309.13885},\n  year         = {2023},\n  url          = {https://doi.org/10.48550/arXiv.2309.13885},\n  doi          = {10.48550/ARXIV.2309.13885},\n  eprinttype    = {arXiv},\n  eprint       = {2309.13885},\n  timestamp    = {Tue, 16 Jul 2024 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-2309-13885.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Mixed-Type Tabular Data Synthesis with Score-based Diffusion in Latent Space.\n \n \n \n \n\n\n \n Zhang, H.; Zhang, J.; Srinivasan, B.; Shen, Z.; Qin, X.; Faloutsos, C.; Rangwala, H.; and Karypis, G.\n\n\n \n\n\n\n CoRR, abs/2310.09656. 2023.\n \n\n\n\n
\n\n\n\n \n \n \"Mixed-TypePaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@article{DBLP:journals/corr/abs-2310-09656,\n  author       = {Hengrui Zhang and\n                  Jiani Zhang and\n                  Balasubramaniam Srinivasan and\n                  Zhengyuan Shen and\n                  Xiao Qin and\n                  Christos Faloutsos and\n                  Huzefa Rangwala and\n                  George Karypis},\n  title        = {Mixed-Type Tabular Data Synthesis with Score-based Diffusion in Latent\n                  Space},\n  journal      = {CoRR},\n  volume       = {abs/2310.09656},\n  year         = {2023},\n  url          = {https://doi.org/10.48550/arXiv.2310.09656},\n  doi          = {10.48550/ARXIV.2310.09656},\n  eprinttype    = {arXiv},\n  eprint       = {2310.09656},\n  timestamp    = {Wed, 25 Oct 2023 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-2310-09656.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Which Examples to Annotate for In-Context Learning? Towards Effective and Efficient Selection.\n \n \n \n \n\n\n \n Mavromatis, C.; Srinivasan, B.; Shen, Z.; Zhang, J.; Rangwala, H.; Faloutsos, C.; and Karypis, G.\n\n\n \n\n\n\n CoRR, abs/2310.20046. 2023.\n \n\n\n\n
\n\n\n\n \n \n \"WhichPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@article{DBLP:journals/corr/abs-2310-20046,\n  author       = {Costas Mavromatis and\n                  Balasubramaniam Srinivasan and\n                  Zhengyuan Shen and\n                  Jiani Zhang and\n                  Huzefa Rangwala and\n                  Christos Faloutsos and\n                  George Karypis},\n  title        = {Which Examples to Annotate for In-Context Learning? Towards Effective\n                  and Efficient Selection},\n  journal      = {CoRR},\n  volume       = {abs/2310.20046},\n  year         = {2023},\n  url          = {https://doi.org/10.48550/arXiv.2310.20046},\n  doi          = {10.48550/ARXIV.2310.20046},\n  eprinttype    = {arXiv},\n  eprint       = {2310.20046},\n  timestamp    = {Fri, 03 Nov 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-2310-20046.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Autonomous graph mining algorithm search with best performance trade-off.\n \n \n \n \n\n\n \n Yoon, M.; Gervet, T.; Hooi, B.; and Faloutsos, C.\n\n\n \n\n\n\n Knowl. Inf. Syst., 64(6): 1571–1602. 2022.\n \n\n\n\n
\n\n\n\n \n \n \"AutonomousPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@article{DBLP:journals/kais/YoonGHF22,\n  author       = {Minji Yoon and\n                  Th{\\'{e}}ophile Gervet and\n                  Bryan Hooi and\n                  Christos Faloutsos},\n  title        = {Autonomous graph mining algorithm search with best performance trade-off},\n  journal      = {Knowl. Inf. Syst.},\n  volume       = {64},\n  number       = {6},\n  pages        = {1571--1602},\n  year         = {2022},\n  url          = {https://doi.org/10.1007/s10115-022-01683-8},\n  doi          = {10.1007/S10115-022-01683-8},\n  timestamp    = {Tue, 28 Jun 2022 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/kais/YoonGHF22.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Real-Time Anomaly Detection in Edge Streams.\n \n \n \n \n\n\n \n Bhatia, S.; Liu, R.; Hooi, B.; Yoon, M.; Shin, K.; and Faloutsos, C.\n\n\n \n\n\n\n ACM Trans. Knowl. Discov. Data, 16(4): 75:1–75:22. 2022.\n \n\n\n\n
\n\n\n\n \n \n \"Real-TimePaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@article{DBLP:journals/tkdd/BhatiaLHYSF22,\n  author       = {Siddharth Bhatia and\n                  Rui Liu and\n                  Bryan Hooi and\n                  Minji Yoon and\n                  Kijung Shin and\n                  Christos Faloutsos},\n  title        = {Real-Time Anomaly Detection in Edge Streams},\n  journal      = {{ACM} Trans. Knowl. Discov. Data},\n  volume       = {16},\n  number       = {4},\n  pages        = {75:1--75:22},\n  year         = {2022},\n  url          = {https://doi.org/10.1145/3494564},\n  doi          = {10.1145/3494564},\n  timestamp    = {Tue, 08 Feb 2022 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/tkdd/BhatiaLHYSF22.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n TG-OUT: temporal outlier patterns detection in Twitter attribute induced graphs.\n \n \n \n \n\n\n \n Dimitriadis, I.; Poiitis, M.; Faloutsos, C.; and Vakali, A.\n\n\n \n\n\n\n World Wide Web, 25(6): 2429–2453. 2022.\n \n\n\n\n
\n\n\n\n \n \n \"TG-OUT:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@article{DBLP:journals/www/DimitriadisPFV22,\n  author       = {Ilias Dimitriadis and\n                  Marinos Poiitis and\n                  Christos Faloutsos and\n                  Athena Vakali},\n  title        = {{TG-OUT:} temporal outlier patterns detection in Twitter attribute\n                  induced graphs},\n  journal      = {World Wide Web},\n  volume       = {25},\n  number       = {6},\n  pages        = {2429--2453},\n  year         = {2022},\n  url          = {https://doi.org/10.1007/s11280-021-00986-0},\n  doi          = {10.1007/S11280-021-00986-0},\n  timestamp    = {Mon, 05 Dec 2022 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/www/DimitriadisPFV22.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n HeartSpot: Privatized and Explainable Data Compression for Cardiomegaly Detection.\n \n \n \n \n\n\n \n Johnson, E.; Mohan, S.; Gaudio, A.; Smailagic, A.; Faloutsos, C.; and Campilho, A.\n\n\n \n\n\n\n In IEEE-EMBS International Conference on Biomedical and Health Informatics, BHI 2022, Ioannina, Greece, September 27-30, 2022, pages 1–4, 2022. IEEE\n \n\n\n\n
\n\n\n\n \n \n \"HeartSpot:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/bhi/JohnsonMGSFC22,\n  author       = {Elvin Johnson and\n                  Shreshta Mohan and\n                  Alex Gaudio and\n                  Asim Smailagic and\n                  Christos Faloutsos and\n                  Aur{\\'{e}}lio Campilho},\n  title        = {HeartSpot: Privatized and Explainable Data Compression for Cardiomegaly\n                  Detection},\n  booktitle    = {{IEEE-EMBS} International Conference on Biomedical and Health Informatics,\n                  {BHI} 2022, Ioannina, Greece, September 27-30, 2022},\n  pages        = {1--4},\n  publisher    = {{IEEE}},\n  year         = {2022},\n  url          = {https://doi.org/10.1109/BHI56158.2022.9926777},\n  doi          = {10.1109/BHI56158.2022.9926777},\n  timestamp    = {Tue, 21 Mar 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/bhi/JohnsonMGSFC22.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n TgraphSpot: Fast and Effective Anomaly Detection for Time-Evolving Graphs.\n \n \n \n \n\n\n \n Cazzolato, M. T.; Vijayakumar, S.; Zheng, X.; Park, N.; Lee, M.; Fidalgo, P.; Lages, B.; Traina, A. J. M.; and Faloutsos, C.\n\n\n \n\n\n\n In Tsumoto, S.; Ohsawa, Y.; Chen, L.; den Poel, D. V.; Hu, X.; Motomura, Y.; Takagi, T.; Wu, L.; Xie, Y.; Abe, A.; and Raghavan, V., editor(s), IEEE International Conference on Big Data, Big Data 2022, Osaka, Japan, December 17-20, 2022, pages 2214–2217, 2022. IEEE\n \n\n\n\n
\n\n\n\n \n \n \"TgraphSpot:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/bigdataconf/CazzolatoVZPLFLTF22,\n  author       = {Mirela T. Cazzolato and\n                  Saranya Vijayakumar and\n                  Xinyi Zheng and\n                  Namyong Park and\n                  Meng{-}Chieh Lee and\n                  Pedro Fidalgo and\n                  Bruno Lages and\n                  Agma J. M. Traina and\n                  Christos Faloutsos},\n  editor       = {Shusaku Tsumoto and\n                  Yukio Ohsawa and\n                  Lei Chen and\n                  Dirk Van den Poel and\n                  Xiaohua Hu and\n                  Yoichi Motomura and\n                  Takuya Takagi and\n                  Lingfei Wu and\n                  Ying Xie and\n                  Akihiro Abe and\n                  Vijay Raghavan},\n  title        = {TgraphSpot: Fast and Effective Anomaly Detection for Time-Evolving\n                  Graphs},\n  booktitle    = {{IEEE} International Conference on Big Data, Big Data 2022, Osaka,\n                  Japan, December 17-20, 2022},\n  pages        = {2214--2217},\n  publisher    = {{IEEE}},\n  year         = {2022},\n  url          = {https://doi.org/10.1109/BigData55660.2022.10020898},\n  doi          = {10.1109/BIGDATA55660.2022.10020898},\n  timestamp    = {Tue, 11 Jun 2024 10:44:02 +0200},\n  biburl       = {https://dblp.org/rec/conf/bigdataconf/CazzolatoVZPLFLTF22.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Star-Bridge: a topological multidimensional subgraph analysis to detect fraudulent nodes and rings in telecom networks.\n \n \n \n \n\n\n \n Fidalgo, P.; Lopes, R. J.; and Faloutsos, C.\n\n\n \n\n\n\n In Tsumoto, S.; Ohsawa, Y.; Chen, L.; den Poel, D. V.; Hu, X.; Motomura, Y.; Takagi, T.; Wu, L.; Xie, Y.; Abe, A.; and Raghavan, V., editor(s), IEEE International Conference on Big Data, Big Data 2022, Osaka, Japan, December 17-20, 2022, pages 2239–2242, 2022. IEEE\n \n\n\n\n
\n\n\n\n \n \n \"Star-Bridge:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/bigdataconf/FidalgoLF22,\n  author       = {Pedro Fidalgo and\n                  Rui J. Lopes and\n                  Christos Faloutsos},\n  editor       = {Shusaku Tsumoto and\n                  Yukio Ohsawa and\n                  Lei Chen and\n                  Dirk Van den Poel and\n                  Xiaohua Hu and\n                  Yoichi Motomura and\n                  Takuya Takagi and\n                  Lingfei Wu and\n                  Ying Xie and\n                  Akihiro Abe and\n                  Vijay Raghavan},\n  title        = {Star-Bridge: a topological multidimensional subgraph analysis to detect\n                  fraudulent nodes and rings in telecom networks},\n  booktitle    = {{IEEE} International Conference on Big Data, Big Data 2022, Osaka,\n                  Japan, December 17-20, 2022},\n  pages        = {2239--2242},\n  publisher    = {{IEEE}},\n  year         = {2022},\n  url          = {https://doi.org/10.1109/BigData55660.2022.10020714},\n  doi          = {10.1109/BIGDATA55660.2022.10020714},\n  timestamp    = {Sun, 06 Oct 2024 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/bigdataconf/FidalgoLF22.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Nimble GNN Embedding with Tensor-Train Decomposition.\n \n \n \n \n\n\n \n Yin, C.; Zheng, D.; Nisa, I.; Faloutsos, C.; Karypis, G.; and Vuduc, R. W.\n\n\n \n\n\n\n In Zhang, A.; and Rangwala, H., editor(s), KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14 - 18, 2022, pages 2327–2335, 2022. ACM\n \n\n\n\n
\n\n\n\n \n \n \"NimblePaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/kdd/YinZNFKV22,\n  author       = {Chunxing Yin and\n                  Da Zheng and\n                  Israt Nisa and\n                  Christos Faloutsos and\n                  George Karypis and\n                  Richard W. Vuduc},\n  editor       = {Aidong Zhang and\n                  Huzefa Rangwala},\n  title        = {Nimble {GNN} Embedding with Tensor-Train Decomposition},\n  booktitle    = {{KDD} '22: The 28th {ACM} {SIGKDD} Conference on Knowledge Discovery\n                  and Data Mining, Washington, DC, USA, August 14 - 18, 2022},\n  pages        = {2327--2335},\n  publisher    = {{ACM}},\n  year         = {2022},\n  url          = {https://doi.org/10.1145/3534678.3539423},\n  doi          = {10.1145/3534678.3539423},\n  timestamp    = {Sun, 19 Jan 2025 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/kdd/YinZNFKV22.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n ScatterSample: Diversified Label Sampling for Data Efficient Graph Neural Network Learning.\n \n \n \n \n\n\n \n Dai, Z.; Ioannidis, V.; Adeshina, S.; Jost, Z.; Faloutsos, C.; and Karypis, G.\n\n\n \n\n\n\n In Rieck, B.; and Pascanu, R., editor(s), Learning on Graphs Conference, LoG 2022, 9-12 December 2022, Virtual Event, volume 198, of Proceedings of Machine Learning Research, pages 35, 2022. PMLR\n \n\n\n\n
\n\n\n\n \n \n \"ScatterSample:Paper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/log/DaiIAJFK22,\n  author       = {Zhenwei Dai and\n                  Vasileios Ioannidis and\n                  Soji Adeshina and\n                  Zak Jost and\n                  Christos Faloutsos and\n                  George Karypis},\n  editor       = {Bastian Rieck and\n                  Razvan Pascanu},\n  title        = {ScatterSample: Diversified Label Sampling for Data Efficient Graph\n                  Neural Network Learning},\n  booktitle    = {Learning on Graphs Conference, LoG 2022, 9-12 December 2022, Virtual\n                  Event},\n  series       = {Proceedings of Machine Learning Research},\n  volume       = {198},\n  pages        = {35},\n  publisher    = {{PMLR}},\n  year         = {2022},\n  url          = {https://proceedings.mlr.press/v198/dai22a.html},\n  timestamp    = {Fri, 17 Feb 2023 16:29:10 +0100},\n  biburl       = {https://dblp.org/rec/conf/log/DaiIAJFK22.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n DualCast: Friendship-Preference Co-evolution Forecasting for Attributed Networks.\n \n \n \n \n\n\n \n Ito, H.; and Faloutsos, C.\n\n\n \n\n\n\n In Banerjee, A.; Zhou, Z.; Papalexakis, E. E.; and Riondato, M., editor(s), Proceedings of the 2022 SIAM International Conference on Data Mining, SDM 2022, Alexandria, VA, USA, April 28-30, 2022, pages 46–54, 2022. SIAM\n \n\n\n\n
\n\n\n\n \n \n \"DualCast:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/sdm/ItoF22,\n  author       = {Hiroyoshi Ito and\n                  Christos Faloutsos},\n  editor       = {Arindam Banerjee and\n                  Zhi{-}Hua Zhou and\n                  Evangelos E. Papalexakis and\n                  Matteo Riondato},\n  title        = {DualCast: Friendship-Preference Co-evolution Forecasting for Attributed\n                  Networks},\n  booktitle    = {Proceedings of the 2022 {SIAM} International Conference on Data Mining,\n                  {SDM} 2022, Alexandria, VA, USA, April 28-30, 2022},\n  pages        = {46--54},\n  publisher    = {{SIAM}},\n  year         = {2022},\n  url          = {https://doi.org/10.1137/1.9781611977172.6},\n  doi          = {10.1137/1.9781611977172.6},\n  timestamp    = {Sat, 30 Sep 2023 09:55:58 +0200},\n  biburl       = {https://dblp.org/rec/conf/sdm/ItoF22.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Coarse-to-Fine Sparse Sequential Recommendation.\n \n \n \n \n\n\n \n Li, J.; Zhao, T.; Li, J.; Chan, J.; Faloutsos, C.; Karypis, G.; Pantel, S.; and McAuley, J. J.\n\n\n \n\n\n\n In Amigó, E.; Castells, P.; Gonzalo, J.; Carterette, B.; Culpepper, J. S.; and Kazai, G., editor(s), SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11 - 15, 2022, pages 2082–2086, 2022. ACM\n \n\n\n\n
\n\n\n\n \n \n \"Coarse-to-FinePaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/sigir/LiZLCFKPM22,\n  author       = {Jiacheng Li and\n                  Tong Zhao and\n                  Jin Li and\n                  Jim Chan and\n                  Christos Faloutsos and\n                  George Karypis and\n                  Soo{-}Min Pantel and\n                  Julian J. McAuley},\n  editor       = {Enrique Amig{\\'{o}} and\n                  Pablo Castells and\n                  Julio Gonzalo and\n                  Ben Carterette and\n                  J. Shane Culpepper and\n                  Gabriella Kazai},\n  title        = {Coarse-to-Fine Sparse Sequential Recommendation},\n  booktitle    = {{SIGIR} '22: The 45th International {ACM} {SIGIR} Conference on Research\n                  and Development in Information Retrieval, Madrid, Spain, July 11 -\n                  15, 2022},\n  pages        = {2082--2086},\n  publisher    = {{ACM}},\n  year         = {2022},\n  url          = {https://doi.org/10.1145/3477495.3531732},\n  doi          = {10.1145/3477495.3531732},\n  timestamp    = {Mon, 26 Aug 2024 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/sigir/LiZLCFKPM22.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n EvoKG: Jointly Modeling Event Time and Network Structure for Reasoning over Temporal Knowledge Graphs.\n \n \n \n \n\n\n \n Park, N.; Liu, F.; Mehta, P.; Cristofor, D.; Faloutsos, C.; and Dong, Y.\n\n\n \n\n\n\n In Candan, K. S.; Liu, H.; Akoglu, L.; Dong, X. L.; and Tang, J., editor(s), WSDM '22: The Fifteenth ACM International Conference on Web Search and Data Mining, Virtual Event / Tempe, AZ, USA, February 21 - 25, 2022, pages 794–803, 2022. ACM\n \n\n\n\n
\n\n\n\n \n \n \"EvoKG:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/wsdm/ParkLMCFD22,\n  author       = {Namyong Park and\n                  Fuchen Liu and\n                  Purvanshi Mehta and\n                  Dana Cristofor and\n                  Christos Faloutsos and\n                  Yuxiao Dong},\n  editor       = {K. Selcuk Candan and\n                  Huan Liu and\n                  Leman Akoglu and\n                  Xin Luna Dong and\n                  Jiliang Tang},\n  title        = {EvoKG: Jointly Modeling Event Time and Network Structure for Reasoning\n                  over Temporal Knowledge Graphs},\n  booktitle    = {{WSDM} '22: The Fifteenth {ACM} International Conference on Web Search\n                  and Data Mining, Virtual Event / Tempe, AZ, USA, February 21 - 25,\n                  2022},\n  pages        = {794--803},\n  publisher    = {{ACM}},\n  year         = {2022},\n  url          = {https://doi.org/10.1145/3488560.3498451},\n  doi          = {10.1145/3488560.3498451},\n  timestamp    = {Fri, 18 Feb 2022 13:17:54 +0100},\n  biburl       = {https://dblp.org/rec/conf/wsdm/ParkLMCFD22.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n VisPaD: Visualization and Pattern Discovery for Fighting Human Trafficking.\n \n \n \n \n\n\n \n Nair, P.; Li, Y.; Vajiac, C.; Olligschlaeger, A. M.; Lee, M.; Park, N.; Chau, D. H.; Faloutsos, C.; and Rabbany, R.\n\n\n \n\n\n\n In Laforest, F.; Troncy, R.; Simperl, E.; Agarwal, D.; Gionis, A.; Herman, I.; and Médini, L., editor(s), Companion of The Web Conference 2022, Virtual Event / Lyon, France, April 25 - 29, 2022, pages 273–277, 2022. ACM\n \n\n\n\n
\n\n\n\n \n \n \"VisPaD:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/www/NairLVOLPCFR22,\n  author       = {Pratheeksha Nair and\n                  Yifei Li and\n                  Catalina Vajiac and\n                  Andreas M. Olligschlaeger and\n                  Meng{-}Chieh Lee and\n                  Namyong Park and\n                  Duen Horng Chau and\n                  Christos Faloutsos and\n                  Reihaneh Rabbany},\n  editor       = {Fr{\\'{e}}d{\\'{e}}rique Laforest and\n                  Rapha{\\"{e}}l Troncy and\n                  Elena Simperl and\n                  Deepak Agarwal and\n                  Aristides Gionis and\n                  Ivan Herman and\n                  Lionel M{\\'{e}}dini},\n  title        = {VisPaD: Visualization and Pattern Discovery for Fighting Human Trafficking},\n  booktitle    = {Companion of The Web Conference 2022, Virtual Event / Lyon, France,\n                  April 25 - 29, 2022},\n  pages        = {273--277},\n  publisher    = {{ACM}},\n  year         = {2022},\n  url          = {https://doi.org/10.1145/3487553.3524263},\n  doi          = {10.1145/3487553.3524263},\n  timestamp    = {Thu, 18 Aug 2022 09:20:24 +0200},\n  biburl       = {https://dblp.org/rec/conf/www/NairLVOLPCFR22.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n CGC: Contrastive Graph Clustering forCommunity Detection and Tracking.\n \n \n \n \n\n\n \n Park, N.; Rossi, R. A.; Koh, E.; Burhanuddin, I. A.; Kim, S.; Du, F.; Ahmed, N. K.; and Faloutsos, C.\n\n\n \n\n\n\n In Laforest, F.; Troncy, R.; Simperl, E.; Agarwal, D.; Gionis, A.; Herman, I.; and Médini, L., editor(s), WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25 - 29, 2022, pages 1115–1126, 2022. ACM\n \n\n\n\n
\n\n\n\n \n \n \"CGC:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/www/ParkRKBKDAF22,\n  author       = {Namyong Park and\n                  Ryan A. Rossi and\n                  Eunyee Koh and\n                  Iftikhar Ahamath Burhanuddin and\n                  Sungchul Kim and\n                  Fan Du and\n                  Nesreen K. Ahmed and\n                  Christos Faloutsos},\n  editor       = {Fr{\\'{e}}d{\\'{e}}rique Laforest and\n                  Rapha{\\"{e}}l Troncy and\n                  Elena Simperl and\n                  Deepak Agarwal and\n                  Aristides Gionis and\n                  Ivan Herman and\n                  Lionel M{\\'{e}}dini},\n  title        = {{CGC:} Contrastive Graph Clustering forCommunity Detection and Tracking},\n  booktitle    = {{WWW} '22: The {ACM} Web Conference 2022, Virtual Event, Lyon, France,\n                  April 25 - 29, 2022},\n  pages        = {1115--1126},\n  publisher    = {{ACM}},\n  year         = {2022},\n  url          = {https://doi.org/10.1145/3485447.3512160},\n  doi          = {10.1145/3485447.3512160},\n  timestamp    = {Sun, 19 Jan 2025 13:09:58 +0100},\n  biburl       = {https://dblp.org/rec/conf/www/ParkRKBKDAF22.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n OA-Mine: Open-World Attribute Mining for E-Commerce Products with Weak Supervision.\n \n \n \n \n\n\n \n Zhang, X.; Zhang, C.; Li, X.; Dong, X. L.; Shang, J.; Faloutsos, C.; and Han, J.\n\n\n \n\n\n\n In Laforest, F.; Troncy, R.; Simperl, E.; Agarwal, D.; Gionis, A.; Herman, I.; and Médini, L., editor(s), WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25 - 29, 2022, pages 3153–3161, 2022. ACM\n \n\n\n\n
\n\n\n\n \n \n \"OA-Mine:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/www/ZhangZLDSF022,\n  author       = {Xinyang Zhang and\n                  Chenwei Zhang and\n                  Xian Li and\n                  Xin Luna Dong and\n                  Jingbo Shang and\n                  Christos Faloutsos and\n                  Jiawei Han},\n  editor       = {Fr{\\'{e}}d{\\'{e}}rique Laforest and\n                  Rapha{\\"{e}}l Troncy and\n                  Elena Simperl and\n                  Deepak Agarwal and\n                  Aristides Gionis and\n                  Ivan Herman and\n                  Lionel M{\\'{e}}dini},\n  title        = {OA-Mine: Open-World Attribute Mining for E-Commerce Products with\n                  Weak Supervision},\n  booktitle    = {{WWW} '22: The {ACM} Web Conference 2022, Virtual Event, Lyon, France,\n                  April 25 - 29, 2022},\n  pages        = {3153--3161},\n  publisher    = {{ACM}},\n  year         = {2022},\n  url          = {https://doi.org/10.1145/3485447.3512035},\n  doi          = {10.1145/3485447.3512035},\n  timestamp    = {Wed, 04 Jan 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/www/ZhangZLDSF022.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n EvoKG: Jointly Modeling Event Time and Network Structure for Reasoning over Temporal Knowledge Graphs.\n \n \n \n \n\n\n \n Park, N.; Liu, F.; Mehta, P.; Cristofor, D.; Faloutsos, C.; and Dong, Y.\n\n\n \n\n\n\n CoRR, abs/2202.07648. 2022.\n \n\n\n\n
\n\n\n\n \n \n \"EvoKG:Paper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/corr/abs-2202-07648,\n  author       = {Namyong Park and\n                  Fuchen Liu and\n                  Purvanshi Mehta and\n                  Dana Cristofor and\n                  Christos Faloutsos and\n                  Yuxiao Dong},\n  title        = {EvoKG: Jointly Modeling Event Time and Network Structure for Reasoning\n                  over Temporal Knowledge Graphs},\n  journal      = {CoRR},\n  volume       = {abs/2202.07648},\n  year         = {2022},\n  url          = {https://arxiv.org/abs/2202.07648},\n  eprinttype    = {arXiv},\n  eprint       = {2202.07648},\n  timestamp    = {Fri, 18 Feb 2022 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-2202-07648.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Coarse-to-Fine Sparse Sequential Recommendation.\n \n \n \n \n\n\n \n Li, J.; Zhao, T.; Li, J.; Chan, J.; Faloutsos, C.; Karypis, G.; Pantel, S.; and McAuley, J. J.\n\n\n \n\n\n\n CoRR, abs/2204.01839. 2022.\n \n\n\n\n
\n\n\n\n \n \n \"Coarse-to-FinePaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/corr/abs-2204-01839,\n  author       = {Jiacheng Li and\n                  Tong Zhao and\n                  Jin Li and\n                  Jim Chan and\n                  Christos Faloutsos and\n                  George Karypis and\n                  Soo{-}Min Pantel and\n                  Julian J. McAuley},\n  title        = {Coarse-to-Fine Sparse Sequential Recommendation},\n  journal      = {CoRR},\n  volume       = {abs/2204.01839},\n  year         = {2022},\n  url          = {https://doi.org/10.48550/arXiv.2204.01839},\n  doi          = {10.48550/ARXIV.2204.01839},\n  eprinttype    = {arXiv},\n  eprint       = {2204.01839},\n  timestamp    = {Mon, 26 Aug 2024 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-2204-01839.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n CGC: Contrastive Graph Clustering for Community Detection and Tracking.\n \n \n \n \n\n\n \n Park, N.; Rossi, R. A.; Koh, E.; Burhanuddin, I. A.; Kim, S.; Du, F.; Ahmed, N. K.; and Faloutsos, C.\n\n\n \n\n\n\n CoRR, abs/2204.08504. 2022.\n \n\n\n\n
\n\n\n\n \n \n \"CGC:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@article{DBLP:journals/corr/abs-2204-08504,\n  author       = {Namyong Park and\n                  Ryan A. Rossi and\n                  Eunyee Koh and\n                  Iftikhar Ahamath Burhanuddin and\n                  Sungchul Kim and\n                  Fan Du and\n                  Nesreen K. Ahmed and\n                  Christos Faloutsos},\n  title        = {{CGC:} Contrastive Graph Clustering for Community Detection and Tracking},\n  journal      = {CoRR},\n  volume       = {abs/2204.08504},\n  year         = {2022},\n  url          = {https://doi.org/10.48550/arXiv.2204.08504},\n  doi          = {10.48550/ARXIV.2204.08504},\n  eprinttype    = {arXiv},\n  eprint       = {2204.08504},\n  timestamp    = {Mon, 26 Jun 2023 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-2204-08504.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n OA-Mine: Open-World Attribute Mining for E-Commerce Products with Weak Supervision.\n \n \n \n \n\n\n \n Zhang, X.; Zhang, C.; Li, X.; Dong, X. L.; Shang, J.; Faloutsos, C.; and Han, J.\n\n\n \n\n\n\n CoRR, abs/2204.13874. 2022.\n \n\n\n\n
\n\n\n\n \n \n \"OA-Mine:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@article{DBLP:journals/corr/abs-2204-13874,\n  author       = {Xinyang Zhang and\n                  Chenwei Zhang and\n                  Xian Li and\n                  Xin Luna Dong and\n                  Jingbo Shang and\n                  Christos Faloutsos and\n                  Jiawei Han},\n  title        = {OA-Mine: Open-World Attribute Mining for E-Commerce Products with\n                  Weak Supervision},\n  journal      = {CoRR},\n  volume       = {abs/2204.13874},\n  year         = {2022},\n  url          = {https://doi.org/10.48550/arXiv.2204.13874},\n  doi          = {10.48550/ARXIV.2204.13874},\n  eprinttype    = {arXiv},\n  eprint       = {2204.13874},\n  timestamp    = {Wed, 04 Jan 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-2204-13874.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n ColdGuess: A General and Effective Relational Graph Convolutional Network to Tackle Cold Start Cases.\n \n \n \n \n\n\n \n He, B.; Song, X.; Gao, V.; and Faloutsos, C.\n\n\n \n\n\n\n CoRR, abs/2205.12318. 2022.\n \n\n\n\n
\n\n\n\n \n \n \"ColdGuess:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/corr/abs-2205-12318,\n  author       = {Bo He and\n                  Xiang Song and\n                  Vincent Gao and\n                  Christos Faloutsos},\n  title        = {ColdGuess: {A} General and Effective Relational Graph Convolutional\n                  Network to Tackle Cold Start Cases},\n  journal      = {CoRR},\n  volume       = {abs/2205.12318},\n  year         = {2022},\n  url          = {https://doi.org/10.48550/arXiv.2205.12318},\n  doi          = {10.48550/ARXIV.2205.12318},\n  eprinttype    = {arXiv},\n  eprint       = {2205.12318},\n  timestamp    = {Mon, 26 Feb 2024 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-2205-12318.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n ScatterSample: Diversified Label Sampling for Data Efficient Graph Neural Network Learning.\n \n \n \n \n\n\n \n Dai, Z.; Ioannidis, V.; Adeshina, S.; Jost, Z.; Faloutsos, C.; and Karypis, G.\n\n\n \n\n\n\n CoRR, abs/2206.04255. 2022.\n \n\n\n\n
\n\n\n\n \n \n \"ScatterSample:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/corr/abs-2206-04255,\n  author       = {Zhenwei Dai and\n                  Vasileios Ioannidis and\n                  Soji Adeshina and\n                  Zak Jost and\n                  Christos Faloutsos and\n                  George Karypis},\n  title        = {ScatterSample: Diversified Label Sampling for Data Efficient Graph\n                  Neural Network Learning},\n  journal      = {CoRR},\n  volume       = {abs/2206.04255},\n  year         = {2022},\n  url          = {https://doi.org/10.48550/arXiv.2206.04255},\n  doi          = {10.48550/ARXIV.2206.04255},\n  eprinttype    = {arXiv},\n  eprint       = {2206.04255},\n  timestamp    = {Tue, 14 Jun 2022 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-2206-04255.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n AutoGML: Fast Automatic Model Selection for Graph Machine Learning.\n \n \n \n \n\n\n \n Park, N.; Rossi, R. A.; Ahmed, N. K.; and Faloutsos, C.\n\n\n \n\n\n\n CoRR, abs/2206.09280. 2022.\n \n\n\n\n
\n\n\n\n \n \n \"AutoGML:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/corr/abs-2206-09280,\n  author       = {Namyong Park and\n                  Ryan A. Rossi and\n                  Nesreen K. Ahmed and\n                  Christos Faloutsos},\n  title        = {AutoGML: Fast Automatic Model Selection for Graph Machine Learning},\n  journal      = {CoRR},\n  volume       = {abs/2206.09280},\n  year         = {2022},\n  url          = {https://doi.org/10.48550/arXiv.2206.09280},\n  doi          = {10.48550/ARXIV.2206.09280},\n  eprinttype    = {arXiv},\n  eprint       = {2206.09280},\n  timestamp    = {Mon, 26 Jun 2023 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-2206-09280.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Nimble GNN Embedding with Tensor-Train Decomposition.\n \n \n \n \n\n\n \n Yin, C.; Zheng, D.; Nisa, I.; Faloutsos, C.; Karypis, G.; and Vuduc, R. W.\n\n\n \n\n\n\n CoRR, abs/2206.10581. 2022.\n \n\n\n\n
\n\n\n\n \n \n \"NimblePaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@article{DBLP:journals/corr/abs-2206-10581,\n  author       = {Chunxing Yin and\n                  Da Zheng and\n                  Israt Nisa and\n                  Christos Faloutsos and\n                  George Karypis and\n                  Richard W. Vuduc},\n  title        = {Nimble {GNN} Embedding with Tensor-Train Decomposition},\n  journal      = {CoRR},\n  volume       = {abs/2206.10581},\n  year         = {2022},\n  url          = {https://doi.org/10.48550/arXiv.2206.10581},\n  doi          = {10.48550/ARXIV.2206.10581},\n  eprinttype    = {arXiv},\n  eprint       = {2206.10581},\n  timestamp    = {Mon, 27 Jun 2022 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-2206-10581.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n HeartSpot: Privatized and Explainable Data Compression for Cardiomegaly Detection.\n \n \n \n \n\n\n \n Johnson, E.; Mohan, S.; Gaudio, A.; Smailagic, A.; Faloutsos, C.; and Campilho, A.\n\n\n \n\n\n\n CoRR, abs/2210.02241. 2022.\n \n\n\n\n
\n\n\n\n \n \n \"HeartSpot:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@article{DBLP:journals/corr/abs-2210-02241,\n  author       = {Elvin Johnson and\n                  Shreshta Mohan and\n                  Alex Gaudio and\n                  Asim Smailagic and\n                  Christos Faloutsos and\n                  Aur{\\'{e}}lio Campilho},\n  title        = {HeartSpot: Privatized and Explainable Data Compression for Cardiomegaly\n                  Detection},\n  journal      = {CoRR},\n  volume       = {abs/2210.02241},\n  year         = {2022},\n  url          = {https://doi.org/10.48550/arXiv.2210.02241},\n  doi          = {10.48550/ARXIV.2210.02241},\n  eprinttype    = {arXiv},\n  eprint       = {2210.02241},\n  timestamp    = {Fri, 07 Oct 2022 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-2210-02241.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n SlenderGNN: Accurate, Robust, and Interpretable GNN, and the Reasons for its Success.\n \n \n \n \n\n\n \n Yoo, J.; Lee, M.; Shekhar, S.; and Faloutsos, C.\n\n\n \n\n\n\n CoRR, abs/2210.04081. 2022.\n \n\n\n\n
\n\n\n\n \n \n \"SlenderGNN:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@article{DBLP:journals/corr/abs-2210-04081,\n  author       = {Jaemin Yoo and\n                  Meng{-}Chieh Lee and\n                  Shubhranshu Shekhar and\n                  Christos Faloutsos},\n  title        = {SlenderGNN: Accurate, Robust, and Interpretable GNN, and the Reasons\n                  for its Success},\n  journal      = {CoRR},\n  volume       = {abs/2210.04081},\n  year         = {2022},\n  url          = {https://doi.org/10.48550/arXiv.2210.04081},\n  doi          = {10.48550/ARXIV.2210.04081},\n  eprinttype    = {arXiv},\n  eprint       = {2210.04081},\n  timestamp    = {Sat, 19 Aug 2023 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-2210-04081.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n  \n 2021\n \n \n (9)\n \n \n
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\n \n\n \n \n \n \n \n \n EagleMine: Vision-guided Micro-clusters recognition and collective anomaly detection.\n \n \n \n \n\n\n \n Feng, W.; Liu, S.; Faloutsos, C.; Hooi, B.; Shen, H.; and Cheng, X.\n\n\n \n\n\n\n Future Gener. Comput. Syst., 115: 236–250. 2021.\n \n\n\n\n
\n\n\n\n \n \n \"EagleMine:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@article{DBLP:journals/fgcs/FengLFHSC21,\n  author       = {Wenjie Feng and\n                  Shenghua Liu and\n                  Christos Faloutsos and\n                  Bryan Hooi and\n                  Huawei Shen and\n                  Xueqi Cheng},\n  title        = {EagleMine: Vision-guided Micro-clusters recognition and collective\n                  anomaly detection},\n  journal      = {Future Gener. Comput. Syst.},\n  volume       = {115},\n  pages        = {236--250},\n  year         = {2021},\n  url          = {https://doi.org/10.1016/j.future.2020.08.033},\n  doi          = {10.1016/J.FUTURE.2020.08.033},\n  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/fgcs/FengLFHSC21.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n CoCoS: Fast and Accurate Distributed Triangle Counting in Graph Streams.\n \n \n \n \n\n\n \n Shin, K.; Lee, E.; Oh, J.; Hammoud, M.; and Faloutsos, C.\n\n\n \n\n\n\n ACM Trans. Knowl. Discov. Data, 15(3): 38:1–38:30. 2021.\n \n\n\n\n
\n\n\n\n \n \n \"CoCoS:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@article{DBLP:journals/tkdd/ShinLOHF21,\n  author       = {Kijung Shin and\n                  Euiwoong Lee and\n                  Jinoh Oh and\n                  Mohammad Hammoud and\n                  Christos Faloutsos},\n  title        = {CoCoS: Fast and Accurate Distributed Triangle Counting in Graph Streams},\n  journal      = {{ACM} Trans. Knowl. Discov. Data},\n  volume       = {15},\n  number       = {3},\n  pages        = {38:1--38:30},\n  year         = {2021},\n  url          = {https://doi.org/10.1145/3441487},\n  doi          = {10.1145/3441487},\n  timestamp    = {Sun, 19 Jan 2025 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/tkdd/ShinLOHF21.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Gen\\(^\\mbox2\\)Out: Detecting and Ranking Generalized Anomalies.\n \n \n \n \n\n\n \n Lee, M.; Shekhar, S.; Faloutsos, C.; Hutson, T. N.; and Iasemidis, L. D.\n\n\n \n\n\n\n In Chen, Y.; Ludwig, H.; Tu, Y.; Fayyad, U. M.; Zhu, X.; Hu, X.; Byna, S.; Liu, X.; Zhang, J.; Pan, S.; Papalexakis, V.; Wang, J.; Cuzzocrea, A.; and Ordonez, C., editor(s), 2021 IEEE International Conference on Big Data (Big Data), Orlando, FL, USA, December 15-18, 2021, pages 801–811, 2021. IEEE\n \n\n\n\n
\n\n\n\n \n \n \"Gen\\(^\\mbox2\\)Out:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/bigdataconf/LeeSFHI21,\n  author       = {Meng{-}Chieh Lee and\n                  Shubhranshu Shekhar and\n                  Christos Faloutsos and\n                  Timothy Noah Hutson and\n                  Leon D. Iasemidis},\n  editor       = {Yixin Chen and\n                  Heiko Ludwig and\n                  Yicheng Tu and\n                  Usama M. Fayyad and\n                  Xingquan Zhu and\n                  Xiaohua Hu and\n                  Suren Byna and\n                  Xiong Liu and\n                  Jianping Zhang and\n                  Shirui Pan and\n                  Vagelis Papalexakis and\n                  Jianwu Wang and\n                  Alfredo Cuzzocrea and\n                  Carlos Ordonez},\n  title        = {Gen\\({}^{\\mbox{2}}\\)Out: Detecting and Ranking Generalized Anomalies},\n  booktitle    = {2021 {IEEE} International Conference on Big Data (Big Data), Orlando,\n                  FL, USA, December 15-18, 2021},\n  pages        = {801--811},\n  publisher    = {{IEEE}},\n  year         = {2021},\n  url          = {https://doi.org/10.1109/BigData52589.2021.9671550},\n  doi          = {10.1109/BIGDATA52589.2021.9671550},\n  timestamp    = {Fri, 13 Jan 2023 17:06:49 +0100},\n  biburl       = {https://dblp.org/rec/conf/bigdataconf/LeeSFHI21.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n DiffXtract: Joint Discriminative Product Attribute-Value Extraction.\n \n \n \n \n\n\n \n Embar, V.; Kan, A.; Sisman, B.; Faloutsos, C.; and Getoor, L.\n\n\n \n\n\n\n In Chen, L.; and Fernández-Manjón, B., editor(s), 2021 IEEE International Conference on Big Knowledge, ICBK 2021, Auckland, New Zealand, December 7-8, 2021, pages 271–280, 2021. IEEE\n \n\n\n\n
\n\n\n\n \n \n \"DiffXtract:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/icbk/EmbarKSFG21,\n  author       = {Varun Embar and\n                  Andrey Kan and\n                  Bunyamin Sisman and\n                  Christos Faloutsos and\n                  Lise Getoor},\n  editor       = {Lei Chen and\n                  Baltasar Fern{\\'{a}}ndez{-}Manj{\\'{o}}n},\n  title        = {DiffXtract: Joint Discriminative Product Attribute-Value Extraction},\n  booktitle    = {2021 {IEEE} International Conference on Big Knowledge, {ICBK} 2021,\n                  Auckland, New Zealand, December 7-8, 2021},\n  pages        = {271--280},\n  publisher    = {{IEEE}},\n  year         = {2021},\n  url          = {https://doi.org/10.1109/ICKG52313.2021.00044},\n  doi          = {10.1109/ICKG52313.2021.00044},\n  timestamp    = {Mon, 24 Jan 2022 15:08:55 +0100},\n  biburl       = {https://dblp.org/rec/conf/icbk/EmbarKSFG21.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n INFOSHIELD: Generalizable Information-Theoretic Human-Trafficking Detection.\n \n \n \n \n\n\n \n Lee, M.; Vajiac, C.; Kulshrestha, A.; Levy, S.; Park, N.; Jones, C.; Rabbany, R.; and Faloutsos, C.\n\n\n \n\n\n\n In 37th IEEE International Conference on Data Engineering, ICDE 2021, Chania, Greece, April 19-22, 2021, pages 1116–1127, 2021. IEEE\n \n\n\n\n
\n\n\n\n \n \n \"INFOSHIELD:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/icde/LeeVKLPJRF21,\n  author       = {Meng{-}Chieh Lee and\n                  Catalina Vajiac and\n                  Aayushi Kulshrestha and\n                  Sacha Levy and\n                  Namyong Park and\n                  Cara Jones and\n                  Reihaneh Rabbany and\n                  Christos Faloutsos},\n  title        = {{INFOSHIELD:} Generalizable Information-Theoretic Human-Trafficking\n                  Detection},\n  booktitle    = {37th {IEEE} International Conference on Data Engineering, {ICDE} 2021,\n                  Chania, Greece, April 19-22, 2021},\n  pages        = {1116--1127},\n  publisher    = {{IEEE}},\n  year         = {2021},\n  url          = {https://doi.org/10.1109/ICDE51399.2021.00101},\n  doi          = {10.1109/ICDE51399.2021.00101},\n  timestamp    = {Fri, 25 Jun 2021 11:30:58 +0200},\n  biburl       = {https://dblp.org/rec/conf/icde/LeeVKLPJRF21.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Bridging Physics-based and Data-driven modeling for Learning Dynamical Systems.\n \n \n \n \n\n\n \n Wang, R.; Maddix, D. C.; Faloutsos, C.; Wang, Y.; and Yu, R.\n\n\n \n\n\n\n In Jadbabaie, A.; Lygeros, J.; Pappas, G. J.; Parrilo, P. A.; Recht, B.; Tomlin, C. J.; and Zeilinger, M. N., editor(s), Proceedings of the 3rd Annual Conference on Learning for Dynamics and Control, L4DC 2021, 7-8 June 2021, Virtual Event, Switzerland, volume 144, of Proceedings of Machine Learning Research, pages 385–398, 2021. PMLR\n \n\n\n\n
\n\n\n\n \n \n \"BridgingPaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/l4dc/WangMFWY21,\n  author       = {Rui Wang and\n                  Danielle C. Maddix and\n                  Christos Faloutsos and\n                  Yuyang Wang and\n                  Rose Yu},\n  editor       = {Ali Jadbabaie and\n                  John Lygeros and\n                  George J. Pappas and\n                  Pablo A. Parrilo and\n                  Benjamin Recht and\n                  Claire J. Tomlin and\n                  Melanie N. Zeilinger},\n  title        = {Bridging Physics-based and Data-driven modeling for Learning Dynamical\n                  Systems},\n  booktitle    = {Proceedings of the 3rd Annual Conference on Learning for Dynamics\n                  and Control, {L4DC} 2021, 7-8 June 2021, Virtual Event, Switzerland},\n  series       = {Proceedings of Machine Learning Research},\n  volume       = {144},\n  pages        = {385--398},\n  publisher    = {{PMLR}},\n  year         = {2021},\n  url          = {http://proceedings.mlr.press/v144/wang21a.html},\n  timestamp    = {Tue, 05 Dec 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/l4dc/WangMFWY21.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n EX3: Explainable Attribute-aware Item-set Recommendations.\n \n \n \n \n\n\n \n Xian, Y.; Zhao, T.; Li, J.; Chan, J.; Kan, A.; Ma, J.; Dong, X. L.; Faloutsos, C.; Karypis, G.; Muthukrishnan, S.; and Zhang, Y.\n\n\n \n\n\n\n In Pampín, H. J. C.; Larson, M. A.; Willemsen, M. C.; Konstan, J. A.; McAuley, J. J.; Garcia-Gathright, J.; Huurnink, B.; and Oldridge, E., editor(s), RecSys '21: Fifteenth ACM Conference on Recommender Systems, Amsterdam, The Netherlands, 27 September 2021 - 1 October 2021, pages 484–494, 2021. ACM\n \n\n\n\n
\n\n\n\n \n \n \"EX3:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/recsys/XianZ0CKMDFK0Z21,\n  author       = {Yikun Xian and\n                  Tong Zhao and\n                  Jin Li and\n                  Jim Chan and\n                  Andrey Kan and\n                  Jun Ma and\n                  Xin Luna Dong and\n                  Christos Faloutsos and\n                  George Karypis and\n                  S. Muthukrishnan and\n                  Yongfeng Zhang},\n  editor       = {Humberto Jes{\\'{u}}s Corona Pamp{\\'{\\i}}n and\n                  Martha A. Larson and\n                  Martijn C. Willemsen and\n                  Joseph A. Konstan and\n                  Julian J. McAuley and\n                  Jean Garcia{-}Gathright and\n                  Bouke Huurnink and\n                  Even Oldridge},\n  title        = {{EX3:} Explainable Attribute-aware Item-set Recommendations},\n  booktitle    = {RecSys '21: Fifteenth {ACM} Conference on Recommender Systems, Amsterdam,\n                  The Netherlands, 27 September 2021 - 1 October 2021},\n  pages        = {484--494},\n  publisher    = {{ACM}},\n  year         = {2021},\n  url          = {https://doi.org/10.1145/3460231.3474240},\n  doi          = {10.1145/3460231.3474240},\n  timestamp    = {Fri, 25 Aug 2023 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/recsys/XianZ0CKMDFK0Z21.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n gen2Out: Detecting and Ranking Generalized Anomalies.\n \n \n \n \n\n\n \n Lee, M.; Shekhar, S.; Faloutsos, C.; Hutson, T. N.; and Iasemidis, L. D.\n\n\n \n\n\n\n CoRR, abs/2109.02704. 2021.\n \n\n\n\n
\n\n\n\n \n \n \"gen2Out:Paper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@article{DBLP:journals/corr/abs-2109-02704,\n  author       = {Meng{-}Chieh Lee and\n                  Shubhranshu Shekhar and\n                  Christos Faloutsos and\n                  Timothy Noah Hutson and\n                  Leon D. Iasemidis},\n  title        = {gen2Out: Detecting and Ranking Generalized Anomalies},\n  journal      = {CoRR},\n  volume       = {abs/2109.02704},\n  year         = {2021},\n  url          = {https://arxiv.org/abs/2109.02704},\n  eprinttype    = {arXiv},\n  eprint       = {2109.02704},\n  timestamp    = {Mon, 20 Sep 2021 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-2109-02704.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Benefit-aware Early Prediction of Health Outcomes on Multivariate EEG Time Series.\n \n \n \n \n\n\n \n Shekhar, S.; Eswaran, D.; Hooi, B.; Elmer, J.; Faloutsos, C.; and Akoglu, L.\n\n\n \n\n\n\n CoRR, abs/2111.06032. 2021.\n \n\n\n\n
\n\n\n\n \n \n \"Benefit-awarePaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@article{DBLP:journals/corr/abs-2111-06032,\n  author       = {Shubhranshu Shekhar and\n                  Dhivya Eswaran and\n                  Bryan Hooi and\n                  Jonathan Elmer and\n                  Christos Faloutsos and\n                  Leman Akoglu},\n  title        = {Benefit-aware Early Prediction of Health Outcomes on Multivariate\n                  {EEG} Time Series},\n  journal      = {CoRR},\n  volume       = {abs/2111.06032},\n  year         = {2021},\n  url          = {https://arxiv.org/abs/2111.06032},\n  eprinttype    = {arXiv},\n  eprint       = {2111.06032},\n  timestamp    = {Tue, 16 Nov 2021 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-2111-06032.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n  \n 2020\n \n \n (32)\n \n \n
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\n \n\n \n \n \n \n \n \n Fast and memory-efficient algorithms for high-order Tucker decomposition.\n \n \n \n \n\n\n \n Zhang, J.; Oh, J.; Shin, K.; Papalexakis, E. E.; Faloutsos, C.; and Yu, H.\n\n\n \n\n\n\n Knowl. Inf. Syst., 62(7): 2765–2794. 2020.\n \n\n\n\n
\n\n\n\n \n \n \"FastPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@article{DBLP:journals/kais/ZhangOSPFY20,\n  author       = {Jiyuan Zhang and\n                  Jinoh Oh and\n                  Kijung Shin and\n                  Evangelos E. Papalexakis and\n                  Christos Faloutsos and\n                  Hwanjo Yu},\n  title        = {Fast and memory-efficient algorithms for high-order Tucker decomposition},\n  journal      = {Knowl. Inf. Syst.},\n  volume       = {62},\n  number       = {7},\n  pages        = {2765--2794},\n  year         = {2020},\n  url          = {https://doi.org/10.1007/s10115-019-01435-1},\n  doi          = {10.1007/S10115-019-01435-1},\n  timestamp    = {Tue, 30 Jun 2020 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/kais/ZhangOSPFY20.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Fast and Effective Distribution-Key Recommendation for Amazon Redshift.\n \n \n \n \n\n\n \n Parchas, P.; Naamad, Y.; Bouwel, P. V.; Faloutsos, C.; and Petropoulos, M.\n\n\n \n\n\n\n Proc. VLDB Endow., 13(11): 2411–2423. 2020.\n \n\n\n\n
\n\n\n\n \n \n \"FastPaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@article{DBLP:journals/pvldb/ParchasNBFP20,\n  author       = {Panos Parchas and\n                  Yonatan Naamad and\n                  Peter Van Bouwel and\n                  Christos Faloutsos and\n                  Michalis Petropoulos},\n  title        = {Fast and Effective Distribution-Key Recommendation for Amazon Redshift},\n  journal      = {Proc. {VLDB} Endow.},\n  volume       = {13},\n  number       = {11},\n  pages        = {2411--2423},\n  year         = {2020},\n  url          = {http://www.vldb.org/pvldb/vol13/p2411-parchas.pdf},\n  timestamp    = {Mon, 17 Aug 2020 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/pvldb/ParchasNBFP20.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Fast, Accurate and Provable Triangle Counting in Fully Dynamic Graph Streams.\n \n \n \n \n\n\n \n Shin, K.; Oh, S.; Kim, J.; Hooi, B.; and Faloutsos, C.\n\n\n \n\n\n\n ACM Trans. Knowl. Discov. Data, 14(2): 12:1–12:39. 2020.\n \n\n\n\n
\n\n\n\n \n \n \"Fast,Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@article{DBLP:journals/tkdd/ShinOKHF20,\n  author       = {Kijung Shin and\n                  Sejoon Oh and\n                  Jisu Kim and\n                  Bryan Hooi and\n                  Christos Faloutsos},\n  title        = {Fast, Accurate and Provable Triangle Counting in Fully Dynamic Graph\n                  Streams},\n  journal      = {{ACM} Trans. Knowl. Discov. Data},\n  volume       = {14},\n  number       = {2},\n  pages        = {12:1--12:39},\n  year         = {2020},\n  url          = {https://doi.org/10.1145/3375392},\n  doi          = {10.1145/3375392},\n  timestamp    = {Mon, 28 Aug 2023 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/tkdd/ShinOKHF20.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n TurboLift: fast accuracy lifting for historical data recovery.\n \n \n \n \n\n\n \n Yang, F.; Almutairi, F. M.; Song, H. A.; Faloutsos, C.; Sidiropoulos, N. D.; and Zadorozhny, V.\n\n\n \n\n\n\n VLDB J., 29(5): 1129–1148. 2020.\n \n\n\n\n
\n\n\n\n \n \n \"TurboLift:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@article{DBLP:journals/vldb/YangASFSZ20,\n  author       = {Fan Yang and\n                  Faisal M. Almutairi and\n                  Hyun Ah Song and\n                  Christos Faloutsos and\n                  Nicholas D. Sidiropoulos and\n                  Vladimir Zadorozhny},\n  title        = {TurboLift: fast accuracy lifting for historical data recovery},\n  journal      = {{VLDB} J.},\n  volume       = {29},\n  number       = {5},\n  pages        = {1129--1148},\n  year         = {2020},\n  url          = {https://doi.org/10.1007/s00778-020-00609-6},\n  doi          = {10.1007/S00778-020-00609-6},\n  timestamp    = {Sat, 05 Sep 2020 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/vldb/YangASFSZ20.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Temporal locality-aware sampling for accurate triangle counting in real graph streams.\n \n \n \n \n\n\n \n Lee, D.; Shin, K.; and Faloutsos, C.\n\n\n \n\n\n\n VLDB J., 29(6): 1501–1525. 2020.\n \n\n\n\n
\n\n\n\n \n \n \"TemporalPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@article{DBLP:journals/vldb/LeeSF20,\n  author       = {Dongjin Lee and\n                  Kijung Shin and\n                  Christos Faloutsos},\n  title        = {Temporal locality-aware sampling for accurate triangle counting in\n                  real graph streams},\n  journal      = {{VLDB} J.},\n  volume       = {29},\n  number       = {6},\n  pages        = {1501--1525},\n  year         = {2020},\n  url          = {https://doi.org/10.1007/s00778-020-00624-7},\n  doi          = {10.1007/S00778-020-00624-7},\n  timestamp    = {Thu, 31 Dec 2020 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/vldb/LeeSF20.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Midas: Microcluster-Based Detector of Anomalies in Edge Streams.\n \n \n \n \n\n\n \n Bhatia, S.; Hooi, B.; Yoon, M.; Shin, K.; and Faloutsos, C.\n\n\n \n\n\n\n In The Thirty-Fourth AAAI Conference on Artificial Intelligence, AAAI 2020, The Thirty-Second Innovative Applications of Artificial Intelligence Conference, IAAI 2020, The Tenth AAAI Symposium on Educational Advances in Artificial Intelligence, EAAI 2020, New York, NY, USA, February 7-12, 2020, pages 3242–3249, 2020. AAAI Press\n \n\n\n\n
\n\n\n\n \n \n \"Midas:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/aaai/0001HYSF20,\n  author       = {Siddharth Bhatia and\n                  Bryan Hooi and\n                  Minji Yoon and\n                  Kijung Shin and\n                  Christos Faloutsos},\n  title        = {Midas: Microcluster-Based Detector of Anomalies in Edge Streams},\n  booktitle    = {The Thirty-Fourth {AAAI} Conference on Artificial Intelligence, {AAAI}\n                  2020, The Thirty-Second Innovative Applications of Artificial Intelligence\n                  Conference, {IAAI} 2020, The Tenth {AAAI} Symposium on Educational\n                  Advances in Artificial Intelligence, {EAAI} 2020, New York, NY, USA,\n                  February 7-12, 2020},\n  pages        = {3242--3249},\n  publisher    = {{AAAI} Press},\n  year         = {2020},\n  url          = {https://doi.org/10.1609/aaai.v34i04.5724},\n  doi          = {10.1609/AAAI.V34I04.5724},\n  timestamp    = {Mon, 04 Sep 2023 12:29:24 +0200},\n  biburl       = {https://dblp.org/rec/conf/aaai/0001HYSF20.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n TellTail: Fast Scoring and Detection of Dense Subgraphs.\n \n \n \n \n\n\n \n Hooi, B.; Shin, K.; Lamba, H.; and Faloutsos, C.\n\n\n \n\n\n\n In The Thirty-Fourth AAAI Conference on Artificial Intelligence, AAAI 2020, The Thirty-Second Innovative Applications of Artificial Intelligence Conference, IAAI 2020, The Tenth AAAI Symposium on Educational Advances in Artificial Intelligence, EAAI 2020, New York, NY, USA, February 7-12, 2020, pages 4150–4157, 2020. AAAI Press\n \n\n\n\n
\n\n\n\n \n \n \"TellTail:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/aaai/HooiSLF20,\n  author       = {Bryan Hooi and\n                  Kijung Shin and\n                  Hemank Lamba and\n                  Christos Faloutsos},\n  title        = {TellTail: Fast Scoring and Detection of Dense Subgraphs},\n  booktitle    = {The Thirty-Fourth {AAAI} Conference on Artificial Intelligence, {AAAI}\n                  2020, The Thirty-Second Innovative Applications of Artificial Intelligence\n                  Conference, {IAAI} 2020, The Tenth {AAAI} Symposium on Educational\n                  Advances in Artificial Intelligence, {EAAI} 2020, New York, NY, USA,\n                  February 7-12, 2020},\n  pages        = {4150--4157},\n  publisher    = {{AAAI} Press},\n  year         = {2020},\n  url          = {https://doi.org/10.1609/aaai.v34i04.5835},\n  doi          = {10.1609/AAAI.V34I04.5835},\n  timestamp    = {Mon, 04 Sep 2023 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/aaai/HooiSLF20.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Contrastive Entity Linkage: Mining Variational Attributes from Large Catalogs for Entity Linkage.\n \n \n \n \n\n\n \n Embar, V.; Sisman, B.; Wei, H.; Dong, X. L.; Faloutsos, C.; and Getoor, L.\n\n\n \n\n\n\n In Das, D.; Hajishirzi, H.; McCallum, A.; and Singh, S., editor(s), Conference on Automated Knowledge Base Construction, AKBC 2020, Virtual, June 22-24, 2020, 2020. \n \n\n\n\n
\n\n\n\n \n \n \"ContrastivePaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/akbc/EmbarSWDFG20,\n  author       = {Varun Embar and\n                  Bunyamin Sisman and\n                  Hao Wei and\n                  Xin Luna Dong and\n                  Christos Faloutsos and\n                  Lise Getoor},\n  editor       = {Dipanjan Das and\n                  Hannaneh Hajishirzi and\n                  Andrew McCallum and\n                  Sameer Singh},\n  title        = {Contrastive Entity Linkage: Mining Variational Attributes from Large\n                  Catalogs for Entity Linkage},\n  booktitle    = {Conference on Automated Knowledge Base Construction, {AKBC} 2020,\n                  Virtual, June 22-24, 2020},\n  year         = {2020},\n  url          = {https://doi.org/10.24432/C5W88R},\n  doi          = {10.24432/C5W88R},\n  timestamp    = {Tue, 12 Jan 2021 16:24:06 +0100},\n  biburl       = {https://dblp.org/rec/conf/akbc/EmbarSWDFG20.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n AutoAudit: Mining Accounting and Time-Evolving Graphs.\n \n \n \n \n\n\n \n Lee, M.; Zhao, Y.; Wang, A.; Liang, P. J.; Akoglu, L.; Tseng, V. S.; and Faloutsos, C.\n\n\n \n\n\n\n In Wu, X.; Jermaine, C.; Xiong, L.; Hu, X.; Kotevska, O.; Lu, S.; Xu, W.; Aluru, S.; Zhai, C.; Al-Masri, E.; Chen, Z.; and Saltz, J., editor(s), 2020 IEEE International Conference on Big Data (IEEE BigData 2020), Atlanta, GA, USA, December 10-13, 2020, pages 950–956, 2020. IEEE\n \n\n\n\n
\n\n\n\n \n \n \"AutoAudit:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/bigdataconf/Lee0WLATF20,\n  author       = {Meng{-}Chieh Lee and\n                  Yue Zhao and\n                  Aluna Wang and\n                  Pierre Jinghong Liang and\n                  Leman Akoglu and\n                  Vincent S. Tseng and\n                  Christos Faloutsos},\n  editor       = {Xintao Wu and\n                  Chris Jermaine and\n                  Li Xiong and\n                  Xiaohua Hu and\n                  Olivera Kotevska and\n                  Siyuan Lu and\n                  Weija Xu and\n                  Srinivas Aluru and\n                  Chengxiang Zhai and\n                  Eyhab Al{-}Masri and\n                  Zhiyuan Chen and\n                  Jeff Saltz},\n  title        = {AutoAudit: Mining Accounting and Time-Evolving Graphs},\n  booktitle    = {2020 {IEEE} International Conference on Big Data {(IEEE} BigData 2020),\n                  Atlanta, GA, USA, December 10-13, 2020},\n  pages        = {950--956},\n  publisher    = {{IEEE}},\n  year         = {2020},\n  url          = {https://doi.org/10.1109/BigData50022.2020.9378346},\n  doi          = {10.1109/BIGDATA50022.2020.9378346},\n  timestamp    = {Sun, 06 Oct 2024 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/bigdataconf/Lee0WLATF20.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n P-Companion: A Principled Framework for Diversified Complementary Product Recommendation.\n \n \n \n \n\n\n \n Hao, J.; Zhao, T.; Li, J.; Dong, X. L.; Faloutsos, C.; Sun, Y.; and Wang, W.\n\n\n \n\n\n\n In d'Aquin , M.; Dietze, S.; Hauff, C.; Curry, E.; and Cudré-Mauroux, P., editor(s), CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, Virtual Event, Ireland, October 19-23, 2020, pages 2517–2524, 2020. ACM\n \n\n\n\n
\n\n\n\n \n \n \"P-Companion:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/cikm/HaoZLDFSW20,\n  author       = {Junheng Hao and\n                  Tong Zhao and\n                  Jin Li and\n                  Xin Luna Dong and\n                  Christos Faloutsos and\n                  Yizhou Sun and\n                  Wei Wang},\n  editor       = {Mathieu d'Aquin and\n                  Stefan Dietze and\n                  Claudia Hauff and\n                  Edward Curry and\n                  Philippe Cudr{\\'{e}}{-}Mauroux},\n  title        = {P-Companion: {A} Principled Framework for Diversified Complementary\n                  Product Recommendation},\n  booktitle    = {{CIKM} '20: The 29th {ACM} International Conference on Information\n                  and Knowledge Management, Virtual Event, Ireland, October 19-23, 2020},\n  pages        = {2517--2524},\n  publisher    = {{ACM}},\n  year         = {2020},\n  url          = {https://doi.org/10.1145/3340531.3412732},\n  doi          = {10.1145/3340531.3412732},\n  timestamp    = {Fri, 25 Aug 2023 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/cikm/HaoZLDFSW20.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Provably Robust Node Classification via Low-Pass Message Passing.\n \n \n \n \n\n\n \n Wang, Y.; Liu, S.; Yoon, M.; Lamba, H.; Wang, W.; Faloutsos, C.; and Hooi, B.\n\n\n \n\n\n\n In Plant, C.; Wang, H.; Cuzzocrea, A.; Zaniolo, C.; and Wu, X., editor(s), 20th IEEE International Conference on Data Mining, ICDM 2020, Sorrento, Italy, November 17-20, 2020, pages 621–630, 2020. IEEE\n \n\n\n\n
\n\n\n\n \n \n \"ProvablyPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/icdm/WangLYL0FH20,\n  author       = {Yiwei Wang and\n                  Shenghua Liu and\n                  Minji Yoon and\n                  Hemank Lamba and\n                  Wei Wang and\n                  Christos Faloutsos and\n                  Bryan Hooi},\n  editor       = {Claudia Plant and\n                  Haixun Wang and\n                  Alfredo Cuzzocrea and\n                  Carlo Zaniolo and\n                  Xindong Wu},\n  title        = {Provably Robust Node Classification via Low-Pass Message Passing},\n  booktitle    = {20th {IEEE} International Conference on Data Mining, {ICDM} 2020,\n                  Sorrento, Italy, November 17-20, 2020},\n  pages        = {621--630},\n  publisher    = {{IEEE}},\n  year         = {2020},\n  url          = {https://doi.org/10.1109/ICDM50108.2020.00071},\n  doi          = {10.1109/ICDM50108.2020.00071},\n  timestamp    = {Thu, 16 Dec 2021 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/icdm/WangLYL0FH20.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Autonomous Graph Mining Algorithm Search with Best Speed/Accuracy Trade-off.\n \n \n \n \n\n\n \n Yoon, M.; Gervet, T.; Hooi, B.; and Faloutsos, C.\n\n\n \n\n\n\n In Plant, C.; Wang, H.; Cuzzocrea, A.; Zaniolo, C.; and Wu, X., editor(s), 20th IEEE International Conference on Data Mining, ICDM 2020, Sorrento, Italy, November 17-20, 2020, pages 751–760, 2020. IEEE\n \n\n\n\n
\n\n\n\n \n \n \"AutonomousPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/icdm/YoonGHF20,\n  author       = {Minji Yoon and\n                  Th{\\'{e}}ophile Gervet and\n                  Bryan Hooi and\n                  Christos Faloutsos},\n  editor       = {Claudia Plant and\n                  Haixun Wang and\n                  Alfredo Cuzzocrea and\n                  Carlo Zaniolo and\n                  Xindong Wu},\n  title        = {Autonomous Graph Mining Algorithm Search with Best Speed/Accuracy\n                  Trade-off},\n  booktitle    = {20th {IEEE} International Conference on Data Mining, {ICDM} 2020,\n                  Sorrento, Italy, November 17-20, 2020},\n  pages        = {751--760},\n  publisher    = {{IEEE}},\n  year         = {2020},\n  url          = {https://doi.org/10.1109/ICDM50108.2020.00084},\n  doi          = {10.1109/ICDM50108.2020.00084},\n  timestamp    = {Wed, 17 Feb 2021 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/icdm/YoonGHF20.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n J-Recs: Principled and Scalable Recommendation Justification.\n \n \n \n \n\n\n \n Park, N.; Kan, A.; Faloutsos, C.; and Dong, X. L.\n\n\n \n\n\n\n In Plant, C.; Wang, H.; Cuzzocrea, A.; Zaniolo, C.; and Wu, X., editor(s), 20th IEEE International Conference on Data Mining, ICDM 2020, Sorrento, Italy, November 17-20, 2020, pages 1208–1213, 2020. IEEE\n \n\n\n\n
\n\n\n\n \n \n \"J-Recs:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/icdm/ParkKFD20,\n  author       = {Namyong Park and\n                  Andrey Kan and\n                  Christos Faloutsos and\n                  Xin Luna Dong},\n  editor       = {Claudia Plant and\n                  Haixun Wang and\n                  Alfredo Cuzzocrea and\n                  Carlo Zaniolo and\n                  Xindong Wu},\n  title        = {J-Recs: Principled and Scalable Recommendation Justification},\n  booktitle    = {20th {IEEE} International Conference on Data Mining, {ICDM} 2020,\n                  Sorrento, Italy, November 17-20, 2020},\n  pages        = {1208--1213},\n  publisher    = {{IEEE}},\n  year         = {2020},\n  url          = {https://doi.org/10.1109/ICDM50108.2020.00151},\n  doi          = {10.1109/ICDM50108.2020.00151},\n  timestamp    = {Wed, 17 Feb 2021 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/icdm/ParkKFD20.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n MultiImport: Inferring Node Importance in a Knowledge Graph from Multiple Input Signals.\n \n \n \n \n\n\n \n Park, N.; Kan, A.; Dong, X. L.; Zhao, T.; and Faloutsos, C.\n\n\n \n\n\n\n In Gupta, R.; Liu, Y.; Tang, J.; and Prakash, B. A., editor(s), KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Virtual Event, CA, USA, August 23-27, 2020, pages 503–512, 2020. ACM\n \n\n\n\n
\n\n\n\n \n \n \"MultiImport:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/kdd/ParkKDZF20,\n  author       = {Namyong Park and\n                  Andrey Kan and\n                  Xin Luna Dong and\n                  Tong Zhao and\n                  Christos Faloutsos},\n  editor       = {Rajesh Gupta and\n                  Yan Liu and\n                  Jiliang Tang and\n                  B. Aditya Prakash},\n  title        = {MultiImport: Inferring Node Importance in a Knowledge Graph from Multiple\n                  Input Signals},\n  booktitle    = {{KDD} '20: The 26th {ACM} {SIGKDD} Conference on Knowledge Discovery\n                  and Data Mining, Virtual Event, CA, USA, August 23-27, 2020},\n  pages        = {503--512},\n  publisher    = {{ACM}},\n  year         = {2020},\n  url          = {https://doi.org/10.1145/3394486.3403093},\n  doi          = {10.1145/3394486.3403093},\n  timestamp    = {Fri, 25 Aug 2023 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/kdd/ParkKDZF20.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Octet: Online Catalog Taxonomy Enrichment with Self-Supervision.\n \n \n \n \n\n\n \n Mao, Y.; Zhao, T.; Kan, A.; Zhang, C.; Dong, X. L.; Faloutsos, C.; and Han, J.\n\n\n \n\n\n\n In Gupta, R.; Liu, Y.; Tang, J.; and Prakash, B. A., editor(s), KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Virtual Event, CA, USA, August 23-27, 2020, pages 2247–2257, 2020. ACM\n \n\n\n\n
\n\n\n\n \n \n \"Octet:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/kdd/MaoZKZDF020,\n  author       = {Yuning Mao and\n                  Tong Zhao and\n                  Andrey Kan and\n                  Chenwei Zhang and\n                  Xin Luna Dong and\n                  Christos Faloutsos and\n                  Jiawei Han},\n  editor       = {Rajesh Gupta and\n                  Yan Liu and\n                  Jiliang Tang and\n                  B. Aditya Prakash},\n  title        = {Octet: Online Catalog Taxonomy Enrichment with Self-Supervision},\n  booktitle    = {{KDD} '20: The 26th {ACM} {SIGKDD} Conference on Knowledge Discovery\n                  and Data Mining, Virtual Event, CA, USA, August 23-27, 2020},\n  pages        = {2247--2257},\n  publisher    = {{ACM}},\n  year         = {2020},\n  url          = {https://doi.org/10.1145/3394486.3403274},\n  doi          = {10.1145/3394486.3403274},\n  timestamp    = {Fri, 25 Aug 2023 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/kdd/MaoZKZDF020.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n AutoKnow: Self-Driving Knowledge Collection for Products of Thousands of Types.\n \n \n \n \n\n\n \n Dong, X. L.; He, X.; Kan, A.; Li, X.; Liang, Y.; Ma, J.; Xu, Y. E.; Zhang, C.; Zhao, T.; Saldana, G. B.; Deshpande, S.; Manduca, A. M.; Ren, J.; Singh, S. P.; Xiao, F.; Chang, H.; Karamanolakis, G.; Mao, Y.; Wang, Y.; Faloutsos, C.; McCallum, A.; and Han, J.\n\n\n \n\n\n\n In Gupta, R.; Liu, Y.; Tang, J.; and Prakash, B. A., editor(s), KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Virtual Event, CA, USA, August 23-27, 2020, pages 2724–2734, 2020. ACM\n \n\n\n\n
\n\n\n\n \n \n \"AutoKnow:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/kdd/DongHKLLMXZZSDM20,\n  author       = {Xin Luna Dong and\n                  Xiang He and\n                  Andrey Kan and\n                  Xian Li and\n                  Yan Liang and\n                  Jun Ma and\n                  Yifan Ethan Xu and\n                  Chenwei Zhang and\n                  Tong Zhao and\n                  Gabriel Blanco Saldana and\n                  Saurabh Deshpande and\n                  Alexandre Michetti Manduca and\n                  Jay Ren and\n                  Surender Pal Singh and\n                  Fan Xiao and\n                  Haw{-}Shiuan Chang and\n                  Giannis Karamanolakis and\n                  Yuning Mao and\n                  Yaqing Wang and\n                  Christos Faloutsos and\n                  Andrew McCallum and\n                  Jiawei Han},\n  editor       = {Rajesh Gupta and\n                  Yan Liu and\n                  Jiliang Tang and\n                  B. Aditya Prakash},\n  title        = {AutoKnow: Self-Driving Knowledge Collection for Products of Thousands\n                  of Types},\n  booktitle    = {{KDD} '20: The 26th {ACM} {SIGKDD} Conference on Knowledge Discovery\n                  and Data Mining, Virtual Event, CA, USA, August 23-27, 2020},\n  pages        = {2724--2734},\n  publisher    = {{ACM}},\n  year         = {2020},\n  url          = {https://doi.org/10.1145/3394486.3403323},\n  doi          = {10.1145/3394486.3403323},\n  timestamp    = {Sun, 19 Jan 2025 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/kdd/DongHKLLMXZZSDM20.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n TRIAGE: Temporal Twitter attribute graph patterns.\n \n \n \n \n\n\n \n Dimitriadis, I.; Poiitis, M.; Faloutsos, C.; and Vakali, A.\n\n\n \n\n\n\n In Chbeir, R.; Manolopoulos, Y.; Akerkar, R.; and Mizera-Pietraszko, J., editor(s), WIMS 2020: The 10th International Conference on Web Intelligence, Mining and Semantics, Biarritz, France, June 30 - July 3, 2020, pages 44–53, 2020. ACM\n \n\n\n\n
\n\n\n\n \n \n \"TRIAGE:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/wims/DimitriadisPFV20,\n  author       = {Ilias Dimitriadis and\n                  Marinos Poiitis and\n                  Christos Faloutsos and\n                  Athena Vakali},\n  editor       = {Richard Chbeir and\n                  Yannis Manolopoulos and\n                  Rajendra Akerkar and\n                  Jolanta Mizera{-}Pietraszko},\n  title        = {{TRIAGE:} Temporal Twitter attribute graph patterns},\n  booktitle    = {{WIMS} 2020: The 10th International Conference on Web Intelligence,\n                  Mining and Semantics, Biarritz, France, June 30 - July 3, 2020},\n  pages        = {44--53},\n  publisher    = {{ACM}},\n  year         = {2020},\n  url          = {https://doi.org/10.1145/3405962.3405998},\n  doi          = {10.1145/3405962.3405998},\n  timestamp    = {Sun, 12 Nov 2023 02:16:30 +0100},\n  biburl       = {https://dblp.org/rec/conf/wims/DimitriadisPFV20.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n AutoBlock: A Hands-off Blocking Framework for Entity Matching.\n \n \n \n \n\n\n \n Zhang, W.; Wei, H.; Sisman, B.; Dong, X. L.; Faloutsos, C.; and Page, D.\n\n\n \n\n\n\n In Caverlee, J.; Hu, X. (.; Lalmas, M.; and Wang, W., editor(s), WSDM '20: The Thirteenth ACM International Conference on Web Search and Data Mining, Houston, TX, USA, February 3-7, 2020, pages 744–752, 2020. ACM\n \n\n\n\n
\n\n\n\n \n \n \"AutoBlock:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/wsdm/ZhangWSDFP20,\n  author       = {Wei Zhang and\n                  Hao Wei and\n                  Bunyamin Sisman and\n                  Xin Luna Dong and\n                  Christos Faloutsos and\n                  David Page},\n  editor       = {James Caverlee and\n                  Xia (Ben) Hu and\n                  Mounia Lalmas and\n                  Wei Wang},\n  title        = {AutoBlock: {A} Hands-off Blocking Framework for Entity Matching},\n  booktitle    = {{WSDM} '20: The Thirteenth {ACM} International Conference on Web Search\n                  and Data Mining, Houston, TX, USA, February 3-7, 2020},\n  pages        = {744--752},\n  publisher    = {{ACM}},\n  year         = {2020},\n  url          = {https://doi.org/10.1145/3336191.3371813},\n  doi          = {10.1145/3336191.3371813},\n  timestamp    = {Sun, 19 Jan 2025 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/wsdm/ZhangWSDFP20.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Forecasting Big Time Series: Theory and Practice.\n \n \n \n \n\n\n \n Faloutsos, C.; Flunkert, V.; Gasthaus, J.; Januschowski, T.; and Wang, Y.\n\n\n \n\n\n\n In Seghrouchni, A. E. F.; Sukthankar, G.; Liu, T.; and van Steen, M., editor(s), Companion of The 2020 Web Conference 2020, Taipei, Taiwan, April 20-24, 2020, pages 320–321, 2020. ACM / IW3C2\n \n\n\n\n
\n\n\n\n \n \n \"ForecastingPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/www/FaloutsosFGJW20,\n  author       = {Christos Faloutsos and\n                  Valentin Flunkert and\n                  Jan Gasthaus and\n                  Tim Januschowski and\n                  Yuyang Wang},\n  editor       = {Amal El Fallah Seghrouchni and\n                  Gita Sukthankar and\n                  Tie{-}Yan Liu and\n                  Maarten van Steen},\n  title        = {Forecasting Big Time Series: Theory and Practice},\n  booktitle    = {Companion of The 2020 Web Conference 2020, Taipei, Taiwan, April 20-24,\n                  2020},\n  pages        = {320--321},\n  publisher    = {{ACM} / {IW3C2}},\n  year         = {2020},\n  url          = {https://doi.org/10.1145/3366424.3383118},\n  doi          = {10.1145/3366424.3383118},\n  timestamp    = {Thu, 28 Jul 2022 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/www/FaloutsosFGJW20.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Collective Multi-type Entity Alignment Between Knowledge Graphs.\n \n \n \n \n\n\n \n Zhu, Q.; Wei, H.; Sisman, B.; Zheng, D.; Faloutsos, C.; Dong, X. L.; and Han, J.\n\n\n \n\n\n\n In Huang, Y.; King, I.; Liu, T.; and van Steen, M., editor(s), WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020, pages 2241–2252, 2020. ACM / IW3C2\n \n\n\n\n
\n\n\n\n \n \n \"CollectivePaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/www/ZhuWSZFD020,\n  author       = {Qi Zhu and\n                  Hao Wei and\n                  Bunyamin Sisman and\n                  Da Zheng and\n                  Christos Faloutsos and\n                  Xin Luna Dong and\n                  Jiawei Han},\n  editor       = {Yennun Huang and\n                  Irwin King and\n                  Tie{-}Yan Liu and\n                  Maarten van Steen},\n  title        = {Collective Multi-type Entity Alignment Between Knowledge Graphs},\n  booktitle    = {{WWW} '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020},\n  pages        = {2241--2252},\n  publisher    = {{ACM} / {IW3C2}},\n  year         = {2020},\n  url          = {https://doi.org/10.1145/3366423.3380289},\n  doi          = {10.1145/3366423.3380289},\n  timestamp    = {Fri, 25 Dec 2020 01:14:58 +0100},\n  biburl       = {https://dblp.org/rec/conf/www/ZhuWSZFD020.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Higher-Order Label Homogeneity and Spreading in Graphs.\n \n \n \n \n\n\n \n Eswaran, D.; Kumar, S.; and Faloutsos, C.\n\n\n \n\n\n\n In Huang, Y.; King, I.; Liu, T.; and van Steen, M., editor(s), WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020, pages 2493–2499, 2020. ACM / IW3C2\n \n\n\n\n
\n\n\n\n \n \n \"Higher-OrderPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/www/EswaranKF20,\n  author       = {Dhivya Eswaran and\n                  Srijan Kumar and\n                  Christos Faloutsos},\n  editor       = {Yennun Huang and\n                  Irwin King and\n                  Tie{-}Yan Liu and\n                  Maarten van Steen},\n  title        = {Higher-Order Label Homogeneity and Spreading in Graphs},\n  booktitle    = {{WWW} '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020},\n  pages        = {2493--2499},\n  publisher    = {{ACM} / {IW3C2}},\n  year         = {2020},\n  url          = {https://doi.org/10.1145/3366423.3379997},\n  doi          = {10.1145/3366423.3379997},\n  timestamp    = {Wed, 06 May 2020 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/www/EswaranKF20.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Higher-Order Label Homogeneity and Spreading in Graphs.\n \n \n \n \n\n\n \n Eswaran, D.; Kumar, S.; and Faloutsos, C.\n\n\n \n\n\n\n CoRR, abs/2002.07833. 2020.\n \n\n\n\n
\n\n\n\n \n \n \"Higher-OrderPaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/corr/abs-2002-07833,\n  author       = {Dhivya Eswaran and\n                  Srijan Kumar and\n                  Christos Faloutsos},\n  title        = {Higher-Order Label Homogeneity and Spreading in Graphs},\n  journal      = {CoRR},\n  volume       = {abs/2002.07833},\n  year         = {2020},\n  url          = {https://arxiv.org/abs/2002.07833},\n  eprinttype    = {arXiv},\n  eprint       = {2002.07833},\n  timestamp    = {Mon, 02 Mar 2020 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-2002-07833.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Octet: Online Catalog Taxonomy Enrichment with Self-Supervision.\n \n \n \n \n\n\n \n Mao, Y.; Zhao, T.; Kan, A.; Zhang, C.; Dong, X. L.; Faloutsos, C.; and Han, J.\n\n\n \n\n\n\n CoRR, abs/2006.10276. 2020.\n \n\n\n\n
\n\n\n\n \n \n \"Octet:Paper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/corr/abs-2006-10276,\n  author       = {Yuning Mao and\n                  Tong Zhao and\n                  Andrey Kan and\n                  Chenwei Zhang and\n                  Xin Luna Dong and\n                  Christos Faloutsos and\n                  Jiawei Han},\n  title        = {Octet: Online Catalog Taxonomy Enrichment with Self-Supervision},\n  journal      = {CoRR},\n  volume       = {abs/2006.10276},\n  year         = {2020},\n  url          = {https://arxiv.org/abs/2006.10276},\n  eprinttype    = {arXiv},\n  eprint       = {2006.10276},\n  timestamp    = {Fri, 25 Aug 2023 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-2006-10276.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n MultiImport: Inferring Node Importance in a Knowledge Graph from Multiple Input Signals.\n \n \n \n \n\n\n \n Park, N.; Kan, A.; Dong, X. L.; Zhao, T.; and Faloutsos, C.\n\n\n \n\n\n\n CoRR, abs/2006.12001. 2020.\n \n\n\n\n
\n\n\n\n \n \n \"MultiImport:Paper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/corr/abs-2006-12001,\n  author       = {Namyong Park and\n                  Andrey Kan and\n                  Xin Luna Dong and\n                  Tong Zhao and\n                  Christos Faloutsos},\n  title        = {MultiImport: Inferring Node Importance in a Knowledge Graph from Multiple\n                  Input Signals},\n  journal      = {CoRR},\n  volume       = {abs/2006.12001},\n  year         = {2020},\n  url          = {https://arxiv.org/abs/2006.12001},\n  eprinttype    = {arXiv},\n  eprint       = {2006.12001},\n  timestamp    = {Fri, 25 Aug 2023 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-2006-12001.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n AutoKnow: Self-Driving Knowledge Collection for Products of Thousands of Types.\n \n \n \n \n\n\n \n Dong, X. L.; He, X.; Kan, A.; Li, X.; Liang, Y.; Ma, J.; Xu, Y. E.; Zhang, C.; Zhao, T.; Saldana, G. B.; Deshpande, S.; Manduca, A. M.; Ren, J.; Singh, S. P.; Xiao, F.; Chang, H.; Karamanolakis, G.; Mao, Y.; Wang, Y.; Faloutsos, C.; McCallum, A.; and Han, J.\n\n\n \n\n\n\n CoRR, abs/2006.13473. 2020.\n \n\n\n\n
\n\n\n\n \n \n \"AutoKnow:Paper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/corr/abs-2006-13473,\n  author       = {Xin Luna Dong and\n                  Xiang He and\n                  Andrey Kan and\n                  Xian Li and\n                  Yan Liang and\n                  Jun Ma and\n                  Yifan Ethan Xu and\n                  Chenwei Zhang and\n                  Tong Zhao and\n                  Gabriel Blanco Saldana and\n                  Saurabh Deshpande and\n                  Alexandre Michetti Manduca and\n                  Jay Ren and\n                  Surender Pal Singh and\n                  Fan Xiao and\n                  Haw{-}Shiuan Chang and\n                  Giannis Karamanolakis and\n                  Yuning Mao and\n                  Yaqing Wang and\n                  Christos Faloutsos and\n                  Andrew McCallum and\n                  Jiawei Han},\n  title        = {AutoKnow: Self-Driving Knowledge Collection for Products of Thousands\n                  of Types},\n  journal      = {CoRR},\n  volume       = {abs/2006.13473},\n  year         = {2020},\n  url          = {https://arxiv.org/abs/2006.13473},\n  eprinttype    = {arXiv},\n  eprint       = {2006.13473},\n  timestamp    = {Wed, 18 Dec 2024 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-2006-13473.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Real-Time Streaming Anomaly Detection in Dynamic Graphs.\n \n \n \n \n\n\n \n Bhatia, S.; Liu, R.; Hooi, B.; Yoon, M.; Shin, K.; and Faloutsos, C.\n\n\n \n\n\n\n CoRR, abs/2009.08452. 2020.\n \n\n\n\n
\n\n\n\n \n \n \"Real-TimePaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/corr/abs-2009-08452,\n  author       = {Siddharth Bhatia and\n                  Rui Liu and\n                  Bryan Hooi and\n                  Minji Yoon and\n                  Kijung Shin and\n                  Christos Faloutsos},\n  title        = {Real-Time Streaming Anomaly Detection in Dynamic Graphs},\n  journal      = {CoRR},\n  volume       = {abs/2009.08452},\n  year         = {2020},\n  url          = {https://arxiv.org/abs/2009.08452},\n  eprinttype    = {arXiv},\n  eprint       = {2009.08452},\n  timestamp    = {Sat, 16 Oct 2021 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-2009-08452.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n AutoAudit: Mining Accounting and Time-Evolving Graphs.\n \n \n \n \n\n\n \n Lee, M.; Zhao, Y.; Wang, A.; Liang, P. J.; Akoglu, L.; Tseng, V. S.; and Faloutsos, C.\n\n\n \n\n\n\n CoRR, abs/2011.00447. 2020.\n \n\n\n\n
\n\n\n\n \n \n \"AutoAudit:Paper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/corr/abs-2011-00447,\n  author       = {Meng{-}Chieh Lee and\n                  Yue Zhao and\n                  Aluna Wang and\n                  Pierre Jinghong Liang and\n                  Leman Akoglu and\n                  Vincent S. Tseng and\n                  Christos Faloutsos},\n  title        = {AutoAudit: Mining Accounting and Time-Evolving Graphs},\n  journal      = {CoRR},\n  volume       = {abs/2011.00447},\n  year         = {2020},\n  url          = {https://arxiv.org/abs/2011.00447},\n  eprinttype    = {arXiv},\n  eprint       = {2011.00447},\n  timestamp    = {Fri, 06 Nov 2020 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-2011-00447.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n J-Recs: Principled and Scalable Recommendation Justification.\n \n \n \n \n\n\n \n Park, N.; Kan, A.; Faloutsos, C.; and Dong, X. L.\n\n\n \n\n\n\n CoRR, abs/2011.05928. 2020.\n \n\n\n\n
\n\n\n\n \n \n \"J-Recs:Paper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/corr/abs-2011-05928,\n  author       = {Namyong Park and\n                  Andrey Kan and\n                  Christos Faloutsos and\n                  Xin Luna Dong},\n  title        = {J-Recs: Principled and Scalable Recommendation Justification},\n  journal      = {CoRR},\n  volume       = {abs/2011.05928},\n  year         = {2020},\n  url          = {https://arxiv.org/abs/2011.05928},\n  eprinttype    = {arXiv},\n  eprint       = {2011.05928},\n  timestamp    = {Thu, 12 Nov 2020 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-2011-05928.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Bridging Physics-based and Data-driven modeling for Learning Dynamical Systems.\n \n \n \n \n\n\n \n Wang, R.; Maddix, D. C.; Faloutsos, C.; Wang, Y.; and Yu, R.\n\n\n \n\n\n\n CoRR, abs/2011.10616. 2020.\n \n\n\n\n
\n\n\n\n \n \n \"BridgingPaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@article{DBLP:journals/corr/abs-2011-10616,\n  author       = {Rui Wang and\n                  Danielle C. Maddix and\n                  Christos Faloutsos and\n                  Yuyang Wang and\n                  Rose Yu},\n  title        = {Bridging Physics-based and Data-driven modeling for Learning Dynamical\n                  Systems},\n  journal      = {CoRR},\n  volume       = {abs/2011.10616},\n  year         = {2020},\n  url          = {https://arxiv.org/abs/2011.10616},\n  eprinttype    = {arXiv},\n  eprint       = {2011.10616},\n  timestamp    = {Tue, 05 Dec 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-2011-10616.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Fast and Accurate Anomaly Detection in Dynamic Graphs with a Two-Pronged Approach.\n \n \n \n \n\n\n \n Yoon, M.; Hooi, B.; Shin, K.; and Faloutsos, C.\n\n\n \n\n\n\n CoRR, abs/2011.13085. 2020.\n \n\n\n\n
\n\n\n\n \n \n \"FastPaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@article{DBLP:journals/corr/abs-2011-13085,\n  author       = {Minji Yoon and\n                  Bryan Hooi and\n                  Kijung Shin and\n                  Christos Faloutsos},\n  title        = {Fast and Accurate Anomaly Detection in Dynamic Graphs with a Two-Pronged\n                  Approach},\n  journal      = {CoRR},\n  volume       = {abs/2011.13085},\n  year         = {2020},\n  url          = {https://arxiv.org/abs/2011.13085},\n  eprinttype    = {arXiv},\n  eprint       = {2011.13085},\n  timestamp    = {Tue, 01 Dec 2020 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-2011-13085.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Autonomous Graph Mining Algorithm Search with Best Speed/Accuracy Trade-off.\n \n \n \n \n\n\n \n Yoon, M.; Gervet, T.; Hooi, B.; and Faloutsos, C.\n\n\n \n\n\n\n CoRR, abs/2011.14925. 2020.\n \n\n\n\n
\n\n\n\n \n \n \"AutonomousPaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/corr/abs-2011-14925,\n  author       = {Minji Yoon and\n                  Th{\\'{e}}ophile Gervet and\n                  Bryan Hooi and\n                  Christos Faloutsos},\n  title        = {Autonomous Graph Mining Algorithm Search with Best Speed/Accuracy\n                  Trade-off},\n  journal      = {CoRR},\n  volume       = {abs/2011.14925},\n  year         = {2020},\n  url          = {https://arxiv.org/abs/2011.14925},\n  eprinttype    = {arXiv},\n  eprint       = {2011.14925},\n  timestamp    = {Tue, 01 Dec 2020 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-2011-14925.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Dynamic Graph-Based Anomaly Detection in the Electrical Grid.\n \n \n \n \n\n\n \n Li, S.; Pandey, A.; Hooi, B.; Faloutsos, C.; and Pileggi, L. T.\n\n\n \n\n\n\n CoRR, abs/2012.15006. 2020.\n \n\n\n\n
\n\n\n\n \n \n \"DynamicPaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@article{DBLP:journals/corr/abs-2012-15006,\n  author       = {Shimiao Li and\n                  Amritanshu Pandey and\n                  Bryan Hooi and\n                  Christos Faloutsos and\n                  Larry T. Pileggi},\n  title        = {Dynamic Graph-Based Anomaly Detection in the Electrical Grid},\n  journal      = {CoRR},\n  volume       = {abs/2012.15006},\n  year         = {2020},\n  url          = {https://arxiv.org/abs/2012.15006},\n  eprinttype    = {arXiv},\n  eprint       = {2012.15006},\n  timestamp    = {Fri, 08 Jan 2021 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-2012-15006.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n  \n 2019\n \n \n (17)\n \n \n
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\n \n\n \n \n \n \n \n \n TensorCast: forecasting and mining with coupled tensors.\n \n \n \n \n\n\n \n Araujo, M.; Ribeiro, P. M. P.; Song, H. A.; and Faloutsos, C.\n\n\n \n\n\n\n Knowl. Inf. Syst., 59(3): 497–522. 2019.\n \n\n\n\n
\n\n\n\n \n \n \"TensorCast:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@article{DBLP:journals/kais/AraujoRSF19,\n  author       = {Miguel Araujo and\n                  Pedro Manuel Pinto Ribeiro and\n                  Hyun Ah Song and\n                  Christos Faloutsos},\n  title        = {TensorCast: forecasting and mining with coupled tensors},\n  journal      = {Knowl. Inf. Syst.},\n  volume       = {59},\n  number       = {3},\n  pages        = {497--522},\n  year         = {2019},\n  url          = {https://doi.org/10.1007/s10115-018-1223-9},\n  doi          = {10.1007/S10115-018-1223-9},\n  timestamp    = {Mon, 28 Aug 2023 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/kais/AraujoRSF19.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n WebHound: a data-driven intrusion detection from real-world web access logs.\n \n \n \n \n\n\n \n Wei, T.; Lee, H.; Jeng, A. B.; Lamba, H.; and Faloutsos, C.\n\n\n \n\n\n\n Soft Comput., 23(22): 11947–11965. 2019.\n \n\n\n\n
\n\n\n\n \n \n \"WebHound:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/soco/WeiLJLF19,\n  author       = {Te{-}En Wei and\n                  Hahn{-}Ming Lee and\n                  Albert B. Jeng and\n                  Hemank Lamba and\n                  Christos Faloutsos},\n  title        = {WebHound: a data-driven intrusion detection from real-world web access\n                  logs},\n  journal      = {Soft Comput.},\n  volume       = {23},\n  number       = {22},\n  pages        = {11947--11965},\n  year         = {2019},\n  url          = {https://doi.org/10.1007/s00500-018-03750-1},\n  doi          = {10.1007/S00500-018-03750-1},\n  timestamp    = {Tue, 17 Dec 2019 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/soco/WeiLJLF19.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Addendum to the Special Issue on Interactive Data Exploration and Analytics (TKDD, Vol. 12 Iss. 1).\n \n \n \n \n\n\n \n van Leeuwen, M.; Chau, P.; Vreeken, J.; Shahaf, D.; and Faloutsos, C.\n\n\n \n\n\n\n ACM Trans. Knowl. Discov. Data, 13(1): 13:1–13:2. 2019.\n \n\n\n\n
\n\n\n\n \n \n \"AddendumPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@article{DBLP:journals/tkdd/LeeuwenCVSF19,\n  author       = {Matthijs van Leeuwen and\n                  Polo Chau and\n                  Jilles Vreeken and\n                  Dafna Shahaf and\n                  Christos Faloutsos},\n  title        = {Addendum to the Special Issue on Interactive Data Exploration and\n                  Analytics (TKDD, Vol. 12 Iss. 1)},\n  journal      = {{ACM} Trans. Knowl. Discov. Data},\n  volume       = {13},\n  number       = {1},\n  pages        = {13:1--13:2},\n  year         = {2019},\n  url          = {https://doi.org/10.1145/3298786},\n  doi          = {10.1145/3298786},\n  timestamp    = {Thu, 16 Apr 2020 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/tkdd/LeeuwenCVSF19.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n A Contrast Metric for Fraud Detection in Rich Graphs.\n \n \n \n \n\n\n \n Liu, S.; Hooi, B.; and Faloutsos, C.\n\n\n \n\n\n\n IEEE Trans. Knowl. Data Eng., 31(12): 2235–2248. 2019.\n \n\n\n\n
\n\n\n\n \n \n \"APaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/tkde/LiuHF19,\n  author       = {Shenghua Liu and\n                  Bryan Hooi and\n                  Christos Faloutsos},\n  title        = {A Contrast Metric for Fraud Detection in Rich Graphs},\n  journal      = {{IEEE} Trans. Knowl. Data Eng.},\n  volume       = {31},\n  number       = {12},\n  pages        = {2235--2248},\n  year         = {2019},\n  url          = {https://doi.org/10.1109/TKDE.2018.2876531},\n  doi          = {10.1109/TKDE.2018.2876531},\n  timestamp    = {Sun, 19 Jan 2025 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/tkde/LiuHF19.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Efficient and Distributed Generalized Canonical Correlation Analysis for Big Multiview Data.\n \n \n \n \n\n\n \n Fu, X.; Huang, K.; Papalexakis, E. E.; Song, H. A.; Talukdar, P. P.; Sidiropoulos, N. D.; Faloutsos, C.; and Mitchell, T. M.\n\n\n \n\n\n\n IEEE Trans. Knowl. Data Eng., 31(12): 2304–2318. 2019.\n \n\n\n\n
\n\n\n\n \n \n \"EfficientPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@article{DBLP:journals/tkde/FuHPSTSFM19,\n  author       = {Xiao Fu and\n                  Kejun Huang and\n                  Evangelos E. Papalexakis and\n                  Hyun Ah Song and\n                  Partha P. Talukdar and\n                  Nicholas D. Sidiropoulos and\n                  Christos Faloutsos and\n                  Tom M. Mitchell},\n  title        = {Efficient and Distributed Generalized Canonical Correlation Analysis\n                  for Big Multiview Data},\n  journal      = {{IEEE} Trans. Knowl. Data Eng.},\n  volume       = {31},\n  number       = {12},\n  pages        = {2304--2318},\n  year         = {2019},\n  url          = {https://doi.org/10.1109/TKDE.2018.2875908},\n  doi          = {10.1109/TKDE.2018.2875908},\n  timestamp    = {Tue, 26 Nov 2019 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/tkde/FuHPSTSFM19.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Intervention-Aware Early Warning.\n \n \n \n \n\n\n \n Eswaran, D.; Faloutsos, C.; Mishra, N.; and Naamad, Y.\n\n\n \n\n\n\n In Wang, J.; Shim, K.; and Wu, X., editor(s), 2019 IEEE International Conference on Data Mining, ICDM 2019, Beijing, China, November 8-11, 2019, pages 1030–1035, 2019. IEEE\n \n\n\n\n
\n\n\n\n \n \n \"Intervention-AwarePaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/icdm/EswaranFMN19,\n  author       = {Dhivya Eswaran and\n                  Christos Faloutsos and\n                  Nina Mishra and\n                  Yonatan Naamad},\n  editor       = {Jianyong Wang and\n                  Kyuseok Shim and\n                  Xindong Wu},\n  title        = {Intervention-Aware Early Warning},\n  booktitle    = {2019 {IEEE} International Conference on Data Mining, {ICDM} 2019,\n                  Beijing, China, November 8-11, 2019},\n  pages        = {1030--1035},\n  publisher    = {{IEEE}},\n  year         = {2019},\n  url          = {https://doi.org/10.1109/ICDM.2019.00119},\n  doi          = {10.1109/ICDM.2019.00119},\n  timestamp    = {Tue, 26 Jan 2021 13:51:21 +0100},\n  biburl       = {https://dblp.org/rec/conf/icdm/EswaranFMN19.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Estimating Node Importance in Knowledge Graphs Using Graph Neural Networks.\n \n \n \n \n\n\n \n Park, N.; Kan, A.; Dong, X. L.; Zhao, T.; and Faloutsos, C.\n\n\n \n\n\n\n In Teredesai, A.; Kumar, V.; Li, Y.; Rosales, R.; Terzi, E.; and Karypis, G., editor(s), Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, KDD 2019, Anchorage, AK, USA, August 4-8, 2019, pages 596–606, 2019. ACM\n \n\n\n\n
\n\n\n\n \n \n \"EstimatingPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/kdd/ParkKDZF19,\n  author       = {Namyong Park and\n                  Andrey Kan and\n                  Xin Luna Dong and\n                  Tong Zhao and\n                  Christos Faloutsos},\n  editor       = {Ankur Teredesai and\n                  Vipin Kumar and\n                  Ying Li and\n                  R{\\'{o}}mer Rosales and\n                  Evimaria Terzi and\n                  George Karypis},\n  title        = {Estimating Node Importance in Knowledge Graphs Using Graph Neural\n                  Networks},\n  booktitle    = {Proceedings of the 25th {ACM} {SIGKDD} International Conference on\n                  Knowledge Discovery {\\&} Data Mining, {KDD} 2019, Anchorage, AK, USA,\n                  August 4-8, 2019},\n  pages        = {596--606},\n  publisher    = {{ACM}},\n  year         = {2019},\n  url          = {https://doi.org/10.1145/3292500.3330855},\n  doi          = {10.1145/3292500.3330855},\n  timestamp    = {Sun, 19 Jan 2025 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/kdd/ParkKDZF19.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Fast and Accurate Anomaly Detection in Dynamic Graphs with a Two-Pronged Approach.\n \n \n \n \n\n\n \n Yoon, M.; Hooi, B.; Shin, K.; and Faloutsos, C.\n\n\n \n\n\n\n In Teredesai, A.; Kumar, V.; Li, Y.; Rosales, R.; Terzi, E.; and Karypis, G., editor(s), Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, KDD 2019, Anchorage, AK, USA, August 4-8, 2019, pages 647–657, 2019. ACM\n \n\n\n\n
\n\n\n\n \n \n \"FastPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/kdd/YoonHSF19,\n  author       = {Minji Yoon and\n                  Bryan Hooi and\n                  Kijung Shin and\n                  Christos Faloutsos},\n  editor       = {Ankur Teredesai and\n                  Vipin Kumar and\n                  Ying Li and\n                  R{\\'{o}}mer Rosales and\n                  Evimaria Terzi and\n                  George Karypis},\n  title        = {Fast and Accurate Anomaly Detection in Dynamic Graphs with a Two-Pronged\n                  Approach},\n  booktitle    = {Proceedings of the 25th {ACM} {SIGKDD} International Conference on\n                  Knowledge Discovery {\\&} Data Mining, {KDD} 2019, Anchorage, AK, USA,\n                  August 4-8, 2019},\n  pages        = {647--657},\n  publisher    = {{ACM}},\n  year         = {2019},\n  url          = {https://doi.org/10.1145/3292500.3330946},\n  doi          = {10.1145/3292500.3330946},\n  timestamp    = {Sun, 28 Jul 2019 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/kdd/YoonHSF19.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Forecasting Big Time Series: Theory and Practice.\n \n \n \n \n\n\n \n Faloutsos, C.; Flunkert, V.; Gasthaus, J.; Januschowski, T.; and Wang, Y.\n\n\n \n\n\n\n In Teredesai, A.; Kumar, V.; Li, Y.; Rosales, R.; Terzi, E.; and Karypis, G., editor(s), Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, KDD 2019, Anchorage, AK, USA, August 4-8, 2019, pages 3209–3210, 2019. ACM\n \n\n\n\n
\n\n\n\n \n \n \"ForecastingPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/kdd/FaloutsosFGJW19,\n  author       = {Christos Faloutsos and\n                  Valentin Flunkert and\n                  Jan Gasthaus and\n                  Tim Januschowski and\n                  Yuyang Wang},\n  editor       = {Ankur Teredesai and\n                  Vipin Kumar and\n                  Ying Li and\n                  R{\\'{o}}mer Rosales and\n                  Evimaria Terzi and\n                  George Karypis},\n  title        = {Forecasting Big Time Series: Theory and Practice},\n  booktitle    = {Proceedings of the 25th {ACM} {SIGKDD} International Conference on\n                  Knowledge Discovery {\\&} Data Mining, {KDD} 2019, Anchorage, AK, USA,\n                  August 4-8, 2019},\n  pages        = {3209--3210},\n  publisher    = {{ACM}},\n  year         = {2019},\n  url          = {https://doi.org/10.1145/3292500.3332289},\n  doi          = {10.1145/3292500.3332289},\n  timestamp    = {Thu, 28 Jul 2022 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/kdd/FaloutsosFGJW19.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Beyond Outliers and on to Micro-clusters: Vision-Guided Anomaly Detection.\n \n \n \n \n\n\n \n Feng, W.; Liu, S.; Faloutsos, C.; Hooi, B.; Shen, H.; and Cheng, X.\n\n\n \n\n\n\n In Yang, Q.; Zhou, Z.; Gong, Z.; Zhang, M.; and Huang, S., editor(s), Advances in Knowledge Discovery and Data Mining - 23rd Pacific-Asia Conference, PAKDD 2019, Macau, China, April 14-17, 2019, Proceedings, Part I, volume 11439, of Lecture Notes in Computer Science, pages 541–554, 2019. Springer\n \n\n\n\n
\n\n\n\n \n \n \"BeyondPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/pakdd/FengLFHSC19,\n  author       = {Wenjie Feng and\n                  Shenghua Liu and\n                  Christos Faloutsos and\n                  Bryan Hooi and\n                  Huawei Shen and\n                  Xueqi Cheng},\n  editor       = {Qiang Yang and\n                  Zhi{-}Hua Zhou and\n                  Zhiguo Gong and\n                  Min{-}Ling Zhang and\n                  Sheng{-}Jun Huang},\n  title        = {Beyond Outliers and on to Micro-clusters: Vision-Guided Anomaly Detection},\n  booktitle    = {Advances in Knowledge Discovery and Data Mining - 23rd Pacific-Asia\n                  Conference, {PAKDD} 2019, Macau, China, April 14-17, 2019, Proceedings,\n                  Part {I}},\n  series       = {Lecture Notes in Computer Science},\n  volume       = {11439},\n  pages        = {541--554},\n  publisher    = {Springer},\n  year         = {2019},\n  url          = {https://doi.org/10.1007/978-3-030-16148-4\\_42},\n  doi          = {10.1007/978-3-030-16148-4\\_42},\n  timestamp    = {Mon, 15 Aug 2022 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/pakdd/FengLFHSC19.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Branch and Border: Partition-Based Change Detection in Multivariate Time Series.\n \n \n \n \n\n\n \n Hooi, B.; and Faloutsos, C.\n\n\n \n\n\n\n In Berger-Wolf, T. Y.; and Chawla, N. V., editor(s), Proceedings of the 2019 SIAM International Conference on Data Mining, SDM 2019, Calgary, Alberta, Canada, May 2-4, 2019, pages 504–512, 2019. SIAM\n \n\n\n\n
\n\n\n\n \n \n \"BranchPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/sdm/HooiF19,\n  author       = {Bryan Hooi and\n                  Christos Faloutsos},\n  editor       = {Tanya Y. Berger{-}Wolf and\n                  Nitesh V. Chawla},\n  title        = {Branch and Border: Partition-Based Change Detection in Multivariate\n                  Time Series},\n  booktitle    = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,\n                  {SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},\n  pages        = {504--512},\n  publisher    = {{SIAM}},\n  year         = {2019},\n  url          = {https://doi.org/10.1137/1.9781611975673.57},\n  doi          = {10.1137/1.9781611975673.57},\n  timestamp    = {Fri, 04 Oct 2019 16:53:59 +0200},\n  biburl       = {https://dblp.org/rec/conf/sdm/HooiF19.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n SMF: Drift-Aware Matrix Factorization with Seasonal Patterns.\n \n \n \n \n\n\n \n Hooi, B.; Shin, K.; Liu, S.; and Faloutsos, C.\n\n\n \n\n\n\n In Berger-Wolf, T. Y.; and Chawla, N. V., editor(s), Proceedings of the 2019 SIAM International Conference on Data Mining, SDM 2019, Calgary, Alberta, Canada, May 2-4, 2019, pages 621–629, 2019. SIAM\n \n\n\n\n
\n\n\n\n \n \n \"SMF:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/sdm/HooiSLF19,\n  author       = {Bryan Hooi and\n                  Kijung Shin and\n                  Shenghua Liu and\n                  Christos Faloutsos},\n  editor       = {Tanya Y. Berger{-}Wolf and\n                  Nitesh V. Chawla},\n  title        = {{SMF:} Drift-Aware Matrix Factorization with Seasonal Patterns},\n  booktitle    = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,\n                  {SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},\n  pages        = {621--629},\n  publisher    = {{SIAM}},\n  year         = {2019},\n  url          = {https://doi.org/10.1137/1.9781611975673.70},\n  doi          = {10.1137/1.9781611975673.70},\n  timestamp    = {Fri, 04 Oct 2019 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/sdm/HooiSLF19.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Classical and Contemporary Approaches to Big Time Series Forecasting.\n \n \n \n \n\n\n \n Faloutsos, C.; Gasthaus, J.; Januschowski, T.; and Wang, Y.\n\n\n \n\n\n\n In Boncz, P. A.; Manegold, S.; Ailamaki, A.; Deshpande, A.; and Kraska, T., editor(s), Proceedings of the 2019 International Conference on Management of Data, SIGMOD Conference 2019, Amsterdam, The Netherlands, June 30 - July 5, 2019, pages 2042–2047, 2019. ACM\n \n\n\n\n
\n\n\n\n \n \n \"ClassicalPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/sigmod/FaloutsosGJW19,\n  author       = {Christos Faloutsos and\n                  Jan Gasthaus and\n                  Tim Januschowski and\n                  Yuyang Wang},\n  editor       = {Peter A. Boncz and\n                  Stefan Manegold and\n                  Anastasia Ailamaki and\n                  Amol Deshpande and\n                  Tim Kraska},\n  title        = {Classical and Contemporary Approaches to Big Time Series Forecasting},\n  booktitle    = {Proceedings of the 2019 International Conference on Management of\n                  Data, {SIGMOD} Conference 2019, Amsterdam, The Netherlands, June 30\n                  - July 5, 2019},\n  pages        = {2042--2047},\n  publisher    = {{ACM}},\n  year         = {2019},\n  url          = {https://doi.org/10.1145/3299869.3314033},\n  doi          = {10.1145/3299869.3314033},\n  timestamp    = {Thu, 28 Jul 2022 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/sigmod/FaloutsosGJW19.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Impact of Load Models on Power Flow Optimization.\n \n \n \n \n\n\n \n Jereminov, M.; Hooi, B.; Pandey, A.; Song, H. A.; Faloutsos, C.; and Pileggi, L. T.\n\n\n \n\n\n\n CoRR, abs/1902.04154. 2019.\n \n\n\n\n
\n\n\n\n \n \n \"ImpactPaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@article{DBLP:journals/corr/abs-1902-04154,\n  author       = {Marko Jereminov and\n                  Bryan Hooi and\n                  Amritanshu Pandey and\n                  Hyun Ah Song and\n                  Christos Faloutsos and\n                  Lawrence T. Pileggi},\n  title        = {Impact of Load Models on Power Flow Optimization},\n  journal      = {CoRR},\n  volume       = {abs/1902.04154},\n  year         = {2019},\n  url          = {http://arxiv.org/abs/1902.04154},\n  eprinttype    = {arXiv},\n  eprint       = {1902.04154},\n  timestamp    = {Tue, 21 May 2019 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-1902-04154.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Estimating Node Importance in Knowledge Graphs Using Graph Neural Networks.\n \n \n \n \n\n\n \n Park, N.; Kan, A.; Dong, X. L.; Zhao, T.; and Faloutsos, C.\n\n\n \n\n\n\n CoRR, abs/1905.08865. 2019.\n \n\n\n\n
\n\n\n\n \n \n \"EstimatingPaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@article{DBLP:journals/corr/abs-1905-08865,\n  author       = {Namyong Park and\n                  Andrey Kan and\n                  Xin Luna Dong and\n                  Tong Zhao and\n                  Christos Faloutsos},\n  title        = {Estimating Node Importance in Knowledge Graphs Using Graph Neural\n                  Networks},\n  journal      = {CoRR},\n  volume       = {abs/1905.08865},\n  year         = {2019},\n  url          = {http://arxiv.org/abs/1905.08865},\n  eprinttype    = {arXiv},\n  eprint       = {1905.08865},\n  timestamp    = {Fri, 25 Aug 2023 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-1905-08865.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n MIDAS: Microcluster-Based Detector of Anomalies in Edge Streams.\n \n \n \n \n\n\n \n Bhatia, S.; Hooi, B.; Yoon, M.; Shin, K.; and Faloutsos, C.\n\n\n \n\n\n\n CoRR, abs/1911.04464. 2019.\n \n\n\n\n
\n\n\n\n \n \n \"MIDAS:Paper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@article{DBLP:journals/corr/abs-1911-04464,\n  author       = {Siddharth Bhatia and\n                  Bryan Hooi and\n                  Minji Yoon and\n                  Kijung Shin and\n                  Christos Faloutsos},\n  title        = {{MIDAS:} Microcluster-Based Detector of Anomalies in Edge Streams},\n  journal      = {CoRR},\n  volume       = {abs/1911.04464},\n  year         = {2019},\n  url          = {http://arxiv.org/abs/1911.04464},\n  eprinttype    = {arXiv},\n  eprint       = {1911.04464},\n  timestamp    = {Mon, 09 Dec 2019 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-1911-04464.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n AutoBlock: A Hands-off Blocking Framework for Entity Matching.\n \n \n \n \n\n\n \n Zhang, W.; Wei, H.; Sisman, B.; Dong, X. L.; Faloutsos, C.; and Page, D.\n\n\n \n\n\n\n CoRR, abs/1912.03417. 2019.\n \n\n\n\n
\n\n\n\n \n \n \"AutoBlock:Paper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@article{DBLP:journals/corr/abs-1912-03417,\n  author       = {Wei Zhang and\n                  Hao Wei and\n                  Bunyamin Sisman and\n                  Xin Luna Dong and\n                  Christos Faloutsos and\n                  David Page},\n  title        = {AutoBlock: {A} Hands-off Blocking Framework for Entity Matching},\n  journal      = {CoRR},\n  volume       = {abs/1912.03417},\n  year         = {2019},\n  url          = {http://arxiv.org/abs/1912.03417},\n  eprinttype    = {arXiv},\n  eprint       = {1912.03417},\n  timestamp    = {Wed, 16 Sep 2020 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-1912-03417.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n  \n 2018\n \n \n (27)\n \n \n
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\n \n\n \n \n \n \n \n \n Patterns and anomalies in k-cores of real-world graphs with applications.\n \n \n \n \n\n\n \n Shin, K.; Eliassi-Rad, T.; and Faloutsos, C.\n\n\n \n\n\n\n Knowl. Inf. Syst., 54(3): 677–710. 2018.\n \n\n\n\n
\n\n\n\n \n \n \"PatternsPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/kais/ShinEF18,\n  author       = {Kijung Shin and\n                  Tina Eliassi{-}Rad and\n                  Christos Faloutsos},\n  title        = {Patterns and anomalies in k-cores of real-world graphs with applications},\n  journal      = {Knowl. Inf. Syst.},\n  volume       = {54},\n  number       = {3},\n  pages        = {677--710},\n  year         = {2018},\n  url          = {https://doi.org/10.1007/s10115-017-1077-6},\n  doi          = {10.1007/S10115-017-1077-6},\n  timestamp    = {Thu, 15 Feb 2018 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/kais/ShinEF18.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n HomeRun: Scalable Sparse-Spectrum Reconstruction of Aggregated Historical Data.\n \n \n \n \n\n\n \n Almutairi, F. M.; Yang, F.; Song, H. A.; Faloutsos, C.; Sidiropoulos, N. D.; and Zadorozhny, V.\n\n\n \n\n\n\n Proc. VLDB Endow., 11(11): 1496–1508. 2018.\n \n\n\n\n
\n\n\n\n \n \n \"HomeRun:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@article{DBLP:journals/pvldb/AlmutairiYSFSZ18,\n  author       = {Faisal M. Almutairi and\n                  Fan Yang and\n                  Hyun Ah Song and\n                  Christos Faloutsos and\n                  Nicholas D. Sidiropoulos and\n                  Vladimir Zadorozhny},\n  title        = {HomeRun: Scalable Sparse-Spectrum Reconstruction of Aggregated Historical\n                  Data},\n  journal      = {Proc. {VLDB} Endow.},\n  volume       = {11},\n  number       = {11},\n  pages        = {1496--1508},\n  year         = {2018},\n  url          = {http://www.vldb.org/pvldb/vol11/p1496-almutairi.pdf},\n  doi          = {10.14778/3236187.3236201},\n  timestamp    = {Sat, 05 Sep 2020 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/pvldb/AlmutairiYSFSZ18.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Forecasting Big Time Series: Old and New.\n \n \n \n \n\n\n \n Faloutsos, C.; Gasthaus, J.; Januschowski, T.; and Wang, Y.\n\n\n \n\n\n\n Proc. VLDB Endow., 11(12): 2102–2105. 2018.\n \n\n\n\n
\n\n\n\n \n \n \"ForecastingPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@article{DBLP:journals/pvldb/FaloutsosGJW18,\n  author       = {Christos Faloutsos and\n                  Jan Gasthaus and\n                  Tim Januschowski and\n                  Yuyang Wang},\n  title        = {Forecasting Big Time Series: Old and New},\n  journal      = {Proc. {VLDB} Endow.},\n  volume       = {11},\n  number       = {12},\n  pages        = {2102--2105},\n  year         = {2018},\n  url          = {http://www.vldb.org/pvldb/vol11/p2102-faloutsos.pdf},\n  doi          = {10.14778/3229863.3229878},\n  timestamp    = {Thu, 28 Jul 2022 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/pvldb/FaloutsosGJW18.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Fast, Accurate, and Flexible Algorithms for Dense Subtensor Mining.\n \n \n \n \n\n\n \n Shin, K.; Hooi, B.; and Faloutsos, C.\n\n\n \n\n\n\n ACM Trans. Knowl. Discov. Data, 12(3): 28:1–28:30. 2018.\n \n\n\n\n
\n\n\n\n \n \n \"Fast,Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/tkdd/ShinHF18,\n  author       = {Kijung Shin and\n                  Bryan Hooi and\n                  Christos Faloutsos},\n  title        = {Fast, Accurate, and Flexible Algorithms for Dense Subtensor Mining},\n  journal      = {{ACM} Trans. Knowl. Discov. Data},\n  volume       = {12},\n  number       = {3},\n  pages        = {28:1--28:30},\n  year         = {2018},\n  url          = {https://doi.org/10.1145/3154414},\n  doi          = {10.1145/3154414},\n  timestamp    = {Sun, 19 Jan 2025 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/tkdd/ShinHF18.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n On Power Law Growth of Social Networks.\n \n \n \n \n\n\n \n Zang, C.; Cui, P.; Faloutsos, C.; and Zhu, W.\n\n\n \n\n\n\n IEEE Trans. Knowl. Data Eng., 30(9): 1727–1740. 2018.\n \n\n\n\n
\n\n\n\n \n \n \"OnPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/tkde/ZangCFZ18,\n  author       = {Chengxi Zang and\n                  Peng Cui and\n                  Christos Faloutsos and\n                  Wenwu Zhu},\n  title        = {On Power Law Growth of Social Networks},\n  journal      = {{IEEE} Trans. Knowl. Data Eng.},\n  volume       = {30},\n  number       = {9},\n  pages        = {1727--1740},\n  year         = {2018},\n  url          = {https://doi.org/10.1109/TKDE.2018.2801844},\n  doi          = {10.1109/TKDE.2018.2801844},\n  timestamp    = {Mon, 03 Sep 2018 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/tkde/ZangCFZ18.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n LinkNBed: Multi-Graph Representation Learning with Entity Linkage.\n \n \n \n \n\n\n \n Trivedi, R.; Sisman, B.; Dong, X. L.; Faloutsos, C.; Ma, J.; and Zha, H.\n\n\n \n\n\n\n In Gurevych, I.; and Miyao, Y., editor(s), Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, ACL 2018, Melbourne, Australia, July 15-20, 2018, Volume 1: Long Papers, pages 252–262, 2018. Association for Computational Linguistics\n \n\n\n\n
\n\n\n\n \n \n \"LinkNBed:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/acl/FaloutsosTSDMZ18,\n  author       = {Rakshit Trivedi and\n                  Bunyamin Sisman and\n                  Xin Luna Dong and\n                  Christos Faloutsos and\n                  Jun Ma and\n                  Hongyuan Zha},\n  editor       = {Iryna Gurevych and\n                  Yusuke Miyao},\n  title        = {LinkNBed: Multi-Graph Representation Learning with Entity Linkage},\n  booktitle    = {Proceedings of the 56th Annual Meeting of the Association for Computational\n                  Linguistics, {ACL} 2018, Melbourne, Australia, July 15-20, 2018, Volume\n                  1: Long Papers},\n  pages        = {252--262},\n  publisher    = {Association for Computational Linguistics},\n  year         = {2018},\n  url          = {https://aclanthology.org/P18-1024/},\n  doi          = {10.18653/V1/P18-1024},\n  timestamp    = {Thu, 27 Oct 2022 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/acl/FaloutsosTSDMZ18.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n ChangeDAR: Online Localized Change Detection for Sensor Data on a Graph.\n \n \n \n \n\n\n \n Hooi, B.; Akoglu, L.; Eswaran, D.; Pandey, A.; Jereminov, M.; Pileggi, L. T.; and Faloutsos, C.\n\n\n \n\n\n\n In Cuzzocrea, A.; Allan, J.; Paton, N. W.; Srivastava, D.; Agrawal, R.; Broder, A. Z.; Zaki, M. J.; Candan, K. S.; Labrinidis, A.; Schuster, A.; and Wang, H., editor(s), Proceedings of the 27th ACM International Conference on Information and Knowledge Management, CIKM 2018, Torino, Italy, October 22-26, 2018, pages 507–516, 2018. ACM\n \n\n\n\n
\n\n\n\n \n \n \"ChangeDAR:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/cikm/HooiAEPJPF18,\n  author       = {Bryan Hooi and\n                  Leman Akoglu and\n                  Dhivya Eswaran and\n                  Amritanshu Pandey and\n                  Marko Jereminov and\n                  Larry T. Pileggi and\n                  Christos Faloutsos},\n  editor       = {Alfredo Cuzzocrea and\n                  James Allan and\n                  Norman W. Paton and\n                  Divesh Srivastava and\n                  Rakesh Agrawal and\n                  Andrei Z. Broder and\n                  Mohammed J. Zaki and\n                  K. Sel{\\c{c}}uk Candan and\n                  Alexandros Labrinidis and\n                  Assaf Schuster and\n                  Haixun Wang},\n  title        = {ChangeDAR: Online Localized Change Detection for Sensor Data on a\n                  Graph},\n  booktitle    = {Proceedings of the 27th {ACM} International Conference on Information\n                  and Knowledge Management, {CIKM} 2018, Torino, Italy, October 22-26,\n                  2018},\n  pages        = {507--516},\n  publisher    = {{ACM}},\n  year         = {2018},\n  url          = {https://doi.org/10.1145/3269206.3271669},\n  doi          = {10.1145/3269206.3271669},\n  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/cikm/HooiAEPJPF18.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Disk-based Matrix Completion for Memory Limited Devices.\n \n \n \n \n\n\n \n Lee, D.; Oh, J.; Faloutsos, C.; Kim, B.; and Yu, H.\n\n\n \n\n\n\n In Cuzzocrea, A.; Allan, J.; Paton, N. W.; Srivastava, D.; Agrawal, R.; Broder, A. Z.; Zaki, M. J.; Candan, K. S.; Labrinidis, A.; Schuster, A.; and Wang, H., editor(s), Proceedings of the 27th ACM International Conference on Information and Knowledge Management, CIKM 2018, Torino, Italy, October 22-26, 2018, pages 1093–1102, 2018. ACM\n \n\n\n\n
\n\n\n\n \n \n \"Disk-basedPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/cikm/LeeOFKY18,\n  author       = {Dongha Lee and\n                  Jinoh Oh and\n                  Christos Faloutsos and\n                  Byungju Kim and\n                  Hwanjo Yu},\n  editor       = {Alfredo Cuzzocrea and\n                  James Allan and\n                  Norman W. Paton and\n                  Divesh Srivastava and\n                  Rakesh Agrawal and\n                  Andrei Z. Broder and\n                  Mohammed J. Zaki and\n                  K. Sel{\\c{c}}uk Candan and\n                  Alexandros Labrinidis and\n                  Assaf Schuster and\n                  Haixun Wang},\n  title        = {Disk-based Matrix Completion for Memory Limited Devices},\n  booktitle    = {Proceedings of the 27th {ACM} International Conference on Information\n                  and Knowledge Management, {CIKM} 2018, Torino, Italy, October 22-26,\n                  2018},\n  pages        = {1093--1102},\n  publisher    = {{ACM}},\n  year         = {2018},\n  url          = {https://doi.org/10.1145/3269206.3271685},\n  doi          = {10.1145/3269206.3271685},\n  timestamp    = {Tue, 08 Oct 2024 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/cikm/LeeOFKY18.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Ares: Automatic Disaggregation of Historical Data.\n \n \n \n \n\n\n \n Yang, F.; Song, H. A.; Liu, Z.; Faloutsos, C.; Zadorozhny, V.; and Sidiropoulos, N. D.\n\n\n \n\n\n\n In 34th IEEE International Conference on Data Engineering, ICDE 2018, Paris, France, April 16-19, 2018, pages 65–76, 2018. IEEE Computer Society\n \n\n\n\n
\n\n\n\n \n \n \"Ares:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/icde/YangSLFZS18,\n  author       = {Fan Yang and\n                  Hyun Ah Song and\n                  Zongge Liu and\n                  Christos Faloutsos and\n                  Vladimir Zadorozhny and\n                  Nicholas D. Sidiropoulos},\n  title        = {Ares: Automatic Disaggregation of Historical Data},\n  booktitle    = {34th {IEEE} International Conference on Data Engineering, {ICDE} 2018,\n                  Paris, France, April 16-19, 2018},\n  pages        = {65--76},\n  publisher    = {{IEEE} Computer Society},\n  year         = {2018},\n  url          = {https://doi.org/10.1109/ICDE.2018.00016},\n  doi          = {10.1109/ICDE.2018.00016},\n  timestamp    = {Thu, 23 Mar 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/icde/YangSLFZS18.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n SedanSpot: Detecting Anomalies in Edge Streams.\n \n \n \n \n\n\n \n Eswaran, D.; and Faloutsos, C.\n\n\n \n\n\n\n In IEEE International Conference on Data Mining, ICDM 2018, Singapore, November 17-20, 2018, pages 953–958, 2018. IEEE Computer Society\n \n\n\n\n
\n\n\n\n \n \n \"SedanSpot:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/icdm/EswaranF18,\n  author       = {Dhivya Eswaran and\n                  Christos Faloutsos},\n  title        = {SedanSpot: Detecting Anomalies in Edge Streams},\n  booktitle    = {{IEEE} International Conference on Data Mining, {ICDM} 2018, Singapore,\n                  November 17-20, 2018},\n  pages        = {953--958},\n  publisher    = {{IEEE} Computer Society},\n  year         = {2018},\n  url          = {https://doi.org/10.1109/ICDM.2018.00117},\n  doi          = {10.1109/ICDM.2018.00117},\n  timestamp    = {Wed, 16 Oct 2019 14:14:51 +0200},\n  biburl       = {https://dblp.org/rec/conf/icdm/EswaranF18.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n TensorCast: Forecasting Time-Evolving Networks with Contextual Information.\n \n \n \n \n\n\n \n Araujo, M.; Ribeiro, P. M. P.; and Faloutsos, C.\n\n\n \n\n\n\n In Lang, J., editor(s), Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, IJCAI 2018, July 13-19, 2018, Stockholm, Sweden, pages 5199–5203, 2018. ijcai.org\n \n\n\n\n
\n\n\n\n \n \n \"TensorCast:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/ijcai/AraujoRF18,\n  author       = {Miguel Araujo and\n                  Pedro Manuel Pinto Ribeiro and\n                  Christos Faloutsos},\n  editor       = {J{\\'{e}}r{\\^{o}}me Lang},\n  title        = {TensorCast: Forecasting Time-Evolving Networks with Contextual Information},\n  booktitle    = {Proceedings of the Twenty-Seventh International Joint Conference on\n                  Artificial Intelligence, {IJCAI} 2018, July 13-19, 2018, Stockholm,\n                  Sweden},\n  pages        = {5199--5203},\n  publisher    = {ijcai.org},\n  year         = {2018},\n  url          = {https://doi.org/10.24963/ijcai.2018/721},\n  doi          = {10.24963/IJCAI.2018/721},\n  timestamp    = {Tue, 21 Mar 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/ijcai/AraujoRF18.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n SDREGION: Fast Spotting of Changing Communities in Biological Networks.\n \n \n \n \n\n\n \n Wong, S. W. H.; Pastrello, C.; Kotlyar, M.; Faloutsos, C.; and Jurisica, I.\n\n\n \n\n\n\n In Guo, Y.; and Farooq, F., editor(s), Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, KDD 2018, London, UK, August 19-23, 2018, pages 867–875, 2018. ACM\n \n\n\n\n
\n\n\n\n \n \n \"SDREGION:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/kdd/WongPKFJ18,\n  author       = {Serene W. H. Wong and\n                  Chiara Pastrello and\n                  Max Kotlyar and\n                  Christos Faloutsos and\n                  Igor Jurisica},\n  editor       = {Yike Guo and\n                  Faisal Farooq},\n  title        = {{SDREGION:} Fast Spotting of Changing Communities in Biological Networks},\n  booktitle    = {Proceedings of the 24th {ACM} {SIGKDD} International Conference on\n                  Knowledge Discovery {\\&} Data Mining, {KDD} 2018, London, UK, August\n                  19-23, 2018},\n  pages        = {867--875},\n  publisher    = {{ACM}},\n  year         = {2018},\n  url          = {https://doi.org/10.1145/3219819.3219854},\n  doi          = {10.1145/3219819.3219854},\n  timestamp    = {Sun, 06 Oct 2024 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/kdd/WongPKFJ18.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n SpotLight: Detecting Anomalies in Streaming Graphs.\n \n \n \n \n\n\n \n Eswaran, D.; Faloutsos, C.; Guha, S.; and Mishra, N.\n\n\n \n\n\n\n In Guo, Y.; and Farooq, F., editor(s), Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, KDD 2018, London, UK, August 19-23, 2018, pages 1378–1386, 2018. ACM\n \n\n\n\n
\n\n\n\n \n \n \"SpotLight:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/kdd/EswaranFGM18,\n  author       = {Dhivya Eswaran and\n                  Christos Faloutsos and\n                  Sudipto Guha and\n                  Nina Mishra},\n  editor       = {Yike Guo and\n                  Faisal Farooq},\n  title        = {SpotLight: Detecting Anomalies in Streaming Graphs},\n  booktitle    = {Proceedings of the 24th {ACM} {SIGKDD} International Conference on\n                  Knowledge Discovery {\\&} Data Mining, {KDD} 2018, London, UK, August\n                  19-23, 2018},\n  pages        = {1378--1386},\n  publisher    = {{ACM}},\n  year         = {2018},\n  url          = {https://doi.org/10.1145/3219819.3220040},\n  doi          = {10.1145/3219819.3220040},\n  timestamp    = {Wed, 21 Nov 2018 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/kdd/EswaranFGM18.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Tri-Fly: Distributed Estimation of Global and Local Triangle Counts in Graph Streams.\n \n \n \n \n\n\n \n Shin, K.; Hammoud, M.; Lee, E.; Oh, J.; and Faloutsos, C.\n\n\n \n\n\n\n In Phung, D. Q.; Tseng, V. S.; Webb, G. I.; Ho, B.; Ganji, M.; and Rashidi, L., editor(s), Advances in Knowledge Discovery and Data Mining - 22nd Pacific-Asia Conference, PAKDD 2018, Melbourne, VIC, Australia, June 3-6, 2018, Proceedings, Part III, volume 10939, of Lecture Notes in Computer Science, pages 651–663, 2018. Springer\n \n\n\n\n
\n\n\n\n \n \n \"Tri-Fly:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/pakdd/ShinHLOF18,\n  author       = {Kijung Shin and\n                  Mohammad Hammoud and\n                  Euiwoong Lee and\n                  Jinoh Oh and\n                  Christos Faloutsos},\n  editor       = {Dinh Q. Phung and\n                  Vincent S. Tseng and\n                  Geoffrey I. Webb and\n                  Bao Ho and\n                  Mohadeseh Ganji and\n                  Lida Rashidi},\n  title        = {Tri-Fly: Distributed Estimation of Global and Local Triangle Counts\n                  in Graph Streams},\n  booktitle    = {Advances in Knowledge Discovery and Data Mining - 22nd Pacific-Asia\n                  Conference, {PAKDD} 2018, Melbourne, VIC, Australia, June 3-6, 2018,\n                  Proceedings, Part {III}},\n  series       = {Lecture Notes in Computer Science},\n  volume       = {10939},\n  pages        = {651--663},\n  publisher    = {Springer},\n  year         = {2018},\n  url          = {https://doi.org/10.1007/978-3-319-93040-4\\_51},\n  doi          = {10.1007/978-3-319-93040-4\\_51},\n  timestamp    = {Sun, 06 Oct 2024 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/pakdd/ShinHLOF18.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n GridWatch: Sensor Placement and Anomaly Detection in the Electrical Grid.\n \n \n \n \n\n\n \n Hooi, B.; Eswaran, D.; Song, H. A.; Pandey, A.; Jereminov, M.; Pileggi, L. T.; and Faloutsos, C.\n\n\n \n\n\n\n In Berlingerio, M.; Bonchi, F.; Gärtner, T.; Hurley, N.; and Ifrim, G., editor(s), Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2018, Dublin, Ireland, September 10-14, 2018, Proceedings, Part I, volume 11051, of Lecture Notes in Computer Science, pages 71–86, 2018. Springer\n \n\n\n\n
\n\n\n\n \n \n \"GridWatch:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/pkdd/HooiESPJPF18,\n  author       = {Bryan Hooi and\n                  Dhivya Eswaran and\n                  Hyun Ah Song and\n                  Amritanshu Pandey and\n                  Marko Jereminov and\n                  Larry T. Pileggi and\n                  Christos Faloutsos},\n  editor       = {Michele Berlingerio and\n                  Francesco Bonchi and\n                  Thomas G{\\"{a}}rtner and\n                  Neil Hurley and\n                  Georgiana Ifrim},\n  title        = {GridWatch: Sensor Placement and Anomaly Detection in the Electrical\n                  Grid},\n  booktitle    = {Machine Learning and Knowledge Discovery in Databases - European Conference,\n                  {ECML} {PKDD} 2018, Dublin, Ireland, September 10-14, 2018, Proceedings,\n                  Part {I}},\n  series       = {Lecture Notes in Computer Science},\n  volume       = {11051},\n  pages        = {71--86},\n  publisher    = {Springer},\n  year         = {2018},\n  url          = {https://doi.org/10.1007/978-3-030-10925-7\\_5},\n  doi          = {10.1007/978-3-030-10925-7\\_5},\n  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/pkdd/HooiESPJPF18.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Social-Affiliation Networks: Patterns and the SOAR Model.\n \n \n \n \n\n\n \n Eswaran, D.; Rabbany, R.; Dubrawski, A. W.; and Faloutsos, C.\n\n\n \n\n\n\n In Berlingerio, M.; Bonchi, F.; Gärtner, T.; Hurley, N.; and Ifrim, G., editor(s), Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2018, Dublin, Ireland, September 10-14, 2018, Proceedings, Part II, volume 11052, of Lecture Notes in Computer Science, pages 105–121, 2018. Springer\n \n\n\n\n
\n\n\n\n \n \n \"Social-AffiliationPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/pkdd/EswaranRDF18,\n  author       = {Dhivya Eswaran and\n                  Reihaneh Rabbany and\n                  Artur W. Dubrawski and\n                  Christos Faloutsos},\n  editor       = {Michele Berlingerio and\n                  Francesco Bonchi and\n                  Thomas G{\\"{a}}rtner and\n                  Neil Hurley and\n                  Georgiana Ifrim},\n  title        = {Social-Affiliation Networks: Patterns and the {SOAR} Model},\n  booktitle    = {Machine Learning and Knowledge Discovery in Databases - European Conference,\n                  {ECML} {PKDD} 2018, Dublin, Ireland, September 10-14, 2018, Proceedings,\n                  Part {II}},\n  series       = {Lecture Notes in Computer Science},\n  volume       = {11052},\n  pages        = {105--121},\n  publisher    = {Springer},\n  year         = {2018},\n  url          = {https://doi.org/10.1007/978-3-030-10928-8\\_7},\n  doi          = {10.1007/978-3-030-10928-8\\_7},\n  timestamp    = {Fri, 27 Mar 2020 08:53:11 +0100},\n  biburl       = {https://dblp.org/rec/conf/pkdd/EswaranRDF18.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Beyond Outlier Detection: LookOut for Pictorial Explanation.\n \n \n \n \n\n\n \n Gupta, N.; Eswaran, D.; Shah, N.; Akoglu, L.; and Faloutsos, C.\n\n\n \n\n\n\n In Berlingerio, M.; Bonchi, F.; Gärtner, T.; Hurley, N.; and Ifrim, G., editor(s), Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2018, Dublin, Ireland, September 10-14, 2018, Proceedings, Part I, volume 11051, of Lecture Notes in Computer Science, pages 122–138, 2018. Springer\n \n\n\n\n
\n\n\n\n \n \n \"BeyondPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/pkdd/GuptaESAF18,\n  author       = {Nikhil Gupta and\n                  Dhivya Eswaran and\n                  Neil Shah and\n                  Leman Akoglu and\n                  Christos Faloutsos},\n  editor       = {Michele Berlingerio and\n                  Francesco Bonchi and\n                  Thomas G{\\"{a}}rtner and\n                  Neil Hurley and\n                  Georgiana Ifrim},\n  title        = {Beyond Outlier Detection: LookOut for Pictorial Explanation},\n  booktitle    = {Machine Learning and Knowledge Discovery in Databases - European Conference,\n                  {ECML} {PKDD} 2018, Dublin, Ireland, September 10-14, 2018, Proceedings,\n                  Part {I}},\n  series       = {Lecture Notes in Computer Science},\n  volume       = {11051},\n  pages        = {122--138},\n  publisher    = {Springer},\n  year         = {2018},\n  url          = {https://doi.org/10.1007/978-3-030-10925-7\\_8},\n  doi          = {10.1007/978-3-030-10925-7\\_8},\n  timestamp    = {Fri, 21 Jan 2022 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/pkdd/GuptaESAF18.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n ONE-M: Modeling the Co-evolution of Opinions and Network Connections.\n \n \n \n \n\n\n \n Nigam, A.; Shin, K.; Bahulkar, A.; Hooi, B.; Hachen, D.; Szymanski, B. K.; Faloutsos, C.; and Chawla, N. V.\n\n\n \n\n\n\n In Berlingerio, M.; Bonchi, F.; Gärtner, T.; Hurley, N.; and Ifrim, G., editor(s), Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2018, Dublin, Ireland, September 10-14, 2018, Proceedings, Part II, volume 11052, of Lecture Notes in Computer Science, pages 122–140, 2018. Springer\n \n\n\n\n
\n\n\n\n \n \n \"ONE-M:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/pkdd/NigamSBHHSFC18,\n  author       = {Aastha Nigam and\n                  Kijung Shin and\n                  Ashwin Bahulkar and\n                  Bryan Hooi and\n                  David Hachen and\n                  Boleslaw K. Szymanski and\n                  Christos Faloutsos and\n                  Nitesh V. Chawla},\n  editor       = {Michele Berlingerio and\n                  Francesco Bonchi and\n                  Thomas G{\\"{a}}rtner and\n                  Neil Hurley and\n                  Georgiana Ifrim},\n  title        = {{ONE-M:} Modeling the Co-evolution of Opinions and Network Connections},\n  booktitle    = {Machine Learning and Knowledge Discovery in Databases - European Conference,\n                  {ECML} {PKDD} 2018, Dublin, Ireland, September 10-14, 2018, Proceedings,\n                  Part {II}},\n  series       = {Lecture Notes in Computer Science},\n  volume       = {11052},\n  pages        = {122--140},\n  publisher    = {Springer},\n  year         = {2018},\n  url          = {https://doi.org/10.1007/978-3-030-10928-8\\_8},\n  doi          = {10.1007/978-3-030-10928-8\\_8},\n  timestamp    = {Tue, 21 Mar 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/pkdd/NigamSBHHSFC18.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Think Before You Discard: Accurate Triangle Counting in Graph Streams with Deletions.\n \n \n \n \n\n\n \n Shin, K.; Kim, J.; Hooi, B.; and Faloutsos, C.\n\n\n \n\n\n\n In Berlingerio, M.; Bonchi, F.; Gärtner, T.; Hurley, N.; and Ifrim, G., editor(s), Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2018, Dublin, Ireland, September 10-14, 2018, Proceedings, Part II, volume 11052, of Lecture Notes in Computer Science, pages 141–157, 2018. Springer\n \n\n\n\n
\n\n\n\n \n \n \"ThinkPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/pkdd/ShinKHF18,\n  author       = {Kijung Shin and\n                  Jisu Kim and\n                  Bryan Hooi and\n                  Christos Faloutsos},\n  editor       = {Michele Berlingerio and\n                  Francesco Bonchi and\n                  Thomas G{\\"{a}}rtner and\n                  Neil Hurley and\n                  Georgiana Ifrim},\n  title        = {Think Before You Discard: Accurate Triangle Counting in Graph Streams\n                  with Deletions},\n  booktitle    = {Machine Learning and Knowledge Discovery in Databases - European Conference,\n                  {ECML} {PKDD} 2018, Dublin, Ireland, September 10-14, 2018, Proceedings,\n                  Part {II}},\n  series       = {Lecture Notes in Computer Science},\n  volume       = {11052},\n  pages        = {141--157},\n  publisher    = {Springer},\n  year         = {2018},\n  url          = {https://doi.org/10.1007/978-3-030-10928-8\\_9},\n  doi          = {10.1007/978-3-030-10928-8\\_9},\n  timestamp    = {Wed, 23 Jan 2019 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/pkdd/ShinKHF18.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n StreamCast: Fast and Online Mining of Power Grid Time Sequences.\n \n \n \n \n\n\n \n Hooi, B.; Song, H. A.; Pandey, A.; Jereminov, M.; Pileggi, L. T.; and Faloutsos, C.\n\n\n \n\n\n\n In Ester, M.; and Pedreschi, D., editor(s), Proceedings of the 2018 SIAM International Conference on Data Mining, SDM 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San Diego, CA, USA, pages 531–539, 2018. SIAM\n \n\n\n\n
\n\n\n\n \n \n \"StreamCast:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/sdm/HooiSPJPF18,\n  author       = {Bryan Hooi and\n                  Hyun Ah Song and\n                  Amritanshu Pandey and\n                  Marko Jereminov and\n                  Larry T. Pileggi and\n                  Christos Faloutsos},\n  editor       = {Martin Ester and\n                  Dino Pedreschi},\n  title        = {StreamCast: Fast and Online Mining of Power Grid Time Sequences},\n  booktitle    = {Proceedings of the 2018 {SIAM} International Conference on Data Mining,\n                  {SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San\n                  Diego, CA, {USA}},\n  pages        = {531--539},\n  publisher    = {{SIAM}},\n  year         = {2018},\n  url          = {https://doi.org/10.1137/1.9781611975321.60},\n  doi          = {10.1137/1.9781611975321.60},\n  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/sdm/HooiSPJPF18.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Did We Get It Right? Predicting Query Performance in e-Commerce Search.\n \n \n \n \n\n\n \n Kumar, R.; Kumar, M.; Shah, N.; and Faloutsos, C.\n\n\n \n\n\n\n In Degenhardt, J.; Fabbrizio, G. D.; Kallumadi, S.; Kumar, M.; Trotman, A.; Lin, Y.; and Zhao, H., editor(s), The SIGIR 2018 Workshop On eCommerce co-located with the 41st International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2018), Ann Arbor, Michigan, USA, July 12, 2018, volume 2319, of CEUR Workshop Proceedings, 2018. CEUR-WS.org\n \n\n\n\n
\n\n\n\n \n \n \"DidPaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/sigir/KumarKSF18,\n  author       = {Rohan Kumar and\n                  Mohit Kumar and\n                  Neil Shah and\n                  Christos Faloutsos},\n  editor       = {Jon Degenhardt and\n                  Giuseppe Di Fabbrizio and\n                  Surya Kallumadi and\n                  Mohit Kumar and\n                  Andrew Trotman and\n                  Yiu{-}Chang Lin and\n                  Huasha Zhao},\n  title        = {Did We Get It Right? Predicting Query Performance in e-Commerce Search},\n  booktitle    = {The {SIGIR} 2018 Workshop On eCommerce co-located with the 41st International\n                  {ACM} {SIGIR} Conference on Research and Development in Information\n                  Retrieval {(SIGIR} 2018), Ann Arbor, Michigan, USA, July 12, 2018},\n  series       = {{CEUR} Workshop Proceedings},\n  volume       = {2319},\n  publisher    = {CEUR-WS.org},\n  year         = {2018},\n  url          = {https://ceur-ws.org/Vol-2319/paper23.pdf},\n  timestamp    = {Fri, 10 Mar 2023 16:22:17 +0100},\n  biburl       = {https://dblp.org/rec/conf/sigir/KumarKSF18.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n REV2: Fraudulent User Prediction in Rating Platforms.\n \n \n \n \n\n\n \n Kumar, S.; Hooi, B.; Makhija, D.; Kumar, M.; Faloutsos, C.; and Subrahmanian, V. S.\n\n\n \n\n\n\n In Chang, Y.; Zhai, C.; Liu, Y.; and Maarek, Y., editor(s), Proceedings of the Eleventh ACM International Conference on Web Search and Data Mining, WSDM 2018, Marina Del Rey, CA, USA, February 5-9, 2018, pages 333–341, 2018. ACM\n \n\n\n\n
\n\n\n\n \n \n \"REV2:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/wsdm/KumarHMKFS18,\n  author       = {Srijan Kumar and\n                  Bryan Hooi and\n                  Disha Makhija and\n                  Mohit Kumar and\n                  Christos Faloutsos and\n                  V. S. Subrahmanian},\n  editor       = {Yi Chang and\n                  Chengxiang Zhai and\n                  Yan Liu and\n                  Yoelle Maarek},\n  title        = {{REV2:} Fraudulent User Prediction in Rating Platforms},\n  booktitle    = {Proceedings of the Eleventh {ACM} International Conference on Web\n                  Search and Data Mining, {WSDM} 2018, Marina Del Rey, CA, USA, February\n                  5-9, 2018},\n  pages        = {333--341},\n  publisher    = {{ACM}},\n  year         = {2018},\n  url          = {https://doi.org/10.1145/3159652.3159729},\n  doi          = {10.1145/3159652.3159729},\n  timestamp    = {Fri, 26 Feb 2021 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/wsdm/KumarHMKFS18.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Fraud Detection Using Social Network Analysis: A Case Study.\n \n \n \n \n\n\n \n Chau, D. H.; and Faloutsos, C.\n\n\n \n\n\n\n In Alhajj, R.; and Rokne, J. G., editor(s), Encyclopedia of Social Network Analysis and Mining, 2nd Edition. Springer, 2018.\n \n\n\n\n
\n\n\n\n \n \n \"FraudPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@incollection{DBLP:reference/snam/ChauF18,\n  author       = {Duen Horng Chau and\n                  Christos Faloutsos},\n  editor       = {Reda Alhajj and\n                  Jon G. Rokne},\n  title        = {Fraud Detection Using Social Network Analysis: {A} Case Study},\n  booktitle    = {Encyclopedia of Social Network Analysis and Mining, 2nd Edition},\n  publisher    = {Springer},\n  year         = {2018},\n  url          = {https://doi.org/10.1007/978-1-4939-7131-2\\_284},\n  doi          = {10.1007/978-1-4939-7131-2\\_284},\n  timestamp    = {Wed, 04 May 2022 13:01:02 +0200},\n  biburl       = {https://dblp.org/rec/reference/snam/ChauF18.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Out-of-Core and Distributed Algorithms for Dense Subtensor Mining.\n \n \n \n \n\n\n \n Shin, K.; Hooi, B.; Kim, J.; and Faloutsos, C.\n\n\n \n\n\n\n CoRR, abs/1802.01065. 2018.\n \n\n\n\n
\n\n\n\n \n \n \"Out-of-CorePaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@article{DBLP:journals/corr/abs-1802-01065,\n  author       = {Kijung Shin and\n                  Bryan Hooi and\n                  Jisu Kim and\n                  Christos Faloutsos},\n  title        = {Out-of-Core and Distributed Algorithms for Dense Subtensor Mining},\n  journal      = {CoRR},\n  volume       = {abs/1802.01065},\n  year         = {2018},\n  url          = {http://arxiv.org/abs/1802.01065},\n  eprinttype    = {arXiv},\n  eprint       = {1802.01065},\n  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-1802-01065.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n DiSLR: Distributed Sampling with Limited Redundancy For Triangle Counting in Graph Streams.\n \n \n \n \n\n\n \n Shin, K.; Lee, E.; Oh, J.; Hammoud, M.; and Faloutsos, C.\n\n\n \n\n\n\n CoRR, abs/1802.04249. 2018.\n \n\n\n\n
\n\n\n\n \n \n \"DiSLR:Paper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@article{DBLP:journals/corr/abs-1802-04249,\n  author       = {Kijung Shin and\n                  Euiwoong Lee and\n                  Jinoh Oh and\n                  Mohammad Hammoud and\n                  Christos Faloutsos},\n  title        = {DiSLR: Distributed Sampling with Limited Redundancy For Triangle Counting\n                  in Graph Streams},\n  journal      = {CoRR},\n  volume       = {abs/1802.04249},\n  year         = {2018},\n  url          = {http://arxiv.org/abs/1802.04249},\n  eprinttype    = {arXiv},\n  eprint       = {1802.04249},\n  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-1802-04249.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n LinkNBed: Multi-Graph Representation Learning with Entity Linkage.\n \n \n \n \n\n\n \n Trivedi, R.; Sisman, B.; Ma, J.; Faloutsos, C.; Zha, H.; and Dong, X. L.\n\n\n \n\n\n\n CoRR, abs/1807.08447. 2018.\n \n\n\n\n
\n\n\n\n \n \n \"LinkNBed:Paper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@article{DBLP:journals/corr/abs-1807-08447,\n  author       = {Rakshit Trivedi and\n                  Bunyamin Sisman and\n                  Jun Ma and\n                  Christos Faloutsos and\n                  Hongyuan Zha and\n                  Xin Luna Dong},\n  title        = {LinkNBed: Multi-Graph Representation Learning with Entity Linkage},\n  journal      = {CoRR},\n  volume       = {abs/1807.08447},\n  year         = {2018},\n  url          = {http://arxiv.org/abs/1807.08447},\n  eprinttype    = {arXiv},\n  eprint       = {1807.08447},\n  timestamp    = {Thu, 27 Oct 2022 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-1807-08447.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Did We Get It Right? Predicting Query Performance in E-commerce Search.\n \n \n \n \n\n\n \n Kumar, R.; Kumar, M.; Shah, N.; and Faloutsos, C.\n\n\n \n\n\n\n CoRR, abs/1808.00239. 2018.\n \n\n\n\n
\n\n\n\n \n \n \"DidPaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/corr/abs-1808-00239,\n  author       = {Rohan Kumar and\n                  Mohit Kumar and\n                  Neil Shah and\n                  Christos Faloutsos},\n  title        = {Did We Get It Right? Predicting Query Performance in E-commerce Search},\n  journal      = {CoRR},\n  volume       = {abs/1808.00239},\n  year         = {2018},\n  url          = {http://arxiv.org/abs/1808.00239},\n  eprinttype    = {arXiv},\n  eprint       = {1808.00239},\n  timestamp    = {Fri, 26 Feb 2021 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-1808-00239.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n  \n 2017\n \n \n (47)\n \n \n
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\n \n\n \n \n \n \n \n \n Individual and Collective Graph Mining: Principles, Algorithms, and Applications.\n \n \n \n \n\n\n \n Koutra, D.; and Faloutsos, C.\n\n\n \n\n\n\n of Synthesis Lectures on Data Mining and Knowledge DiscoveryMorgan & Claypool Publishers, 2017.\n \n\n\n\n
\n\n\n\n \n \n \"IndividualPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@book{DBLP:series/synthesis/2017Koutra,\n  author       = {Danai Koutra and\n                  Christos Faloutsos},\n  title        = {Individual and Collective Graph Mining: Principles, Algorithms, and\n                  Applications},\n  series       = {Synthesis Lectures on Data Mining and Knowledge Discovery},\n  publisher    = {Morgan {\\&} Claypool Publishers},\n  year         = {2017},\n  url          = {https://doi.org/10.2200/S00796ED1V01Y201708DMK014},\n  doi          = {10.2200/S00796ED1V01Y201708DMK014},\n  isbn         = {978-3-031-00783-5},\n  timestamp    = {Tue, 17 Oct 2023 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/series/synthesis/2017Koutra.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n On Summarizing Large-Scale Dynamic Graphs.\n \n \n \n \n\n\n \n Shah, N.; Koutra, D.; Jin, L.; Zou, T.; Gallagher, B.; and Faloutsos, C.\n\n\n \n\n\n\n IEEE Data Eng. Bull., 40(3): 75–88. 2017.\n \n\n\n\n
\n\n\n\n \n \n \"OnPaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/debu/ShahKJZGF17,\n  author       = {Neil Shah and\n                  Danai Koutra and\n                  Lisa Jin and\n                  Tianmin Zou and\n                  Brian Gallagher and\n                  Christos Faloutsos},\n  title        = {On Summarizing Large-Scale Dynamic Graphs},\n  journal      = {{IEEE} Data Eng. Bull.},\n  volume       = {40},\n  number       = {3},\n  pages        = {75--88},\n  year         = {2017},\n  url          = {http://sites.computer.org/debull/A17sept/p75.pdf},\n  timestamp    = {Fri, 09 Apr 2021 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/debu/ShahKJZGF17.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Fraud Detection in Comparison-Shopping Services: Patterns and Anomalies in User Click Behaviors.\n \n \n \n \n\n\n \n Lee, S.; Faloutsos, C.; Chae, D.; and Kim, S.\n\n\n \n\n\n\n IEICE Trans. Inf. Syst., 100-D(10): 2659–2663. 2017.\n \n\n\n\n
\n\n\n\n \n \n \"FraudPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/ieicet/LeeFCK17,\n  author       = {Sang{-}Chul Lee and\n                  Christos Faloutsos and\n                  Dong{-}Kyu Chae and\n                  Sang{-}Wook Kim},\n  title        = {Fraud Detection in Comparison-Shopping Services: Patterns and Anomalies\n                  in User Click Behaviors},\n  journal      = {{IEICE} Trans. Inf. Syst.},\n  volume       = {100-D},\n  number       = {10},\n  pages        = {2659--2663},\n  year         = {2017},\n  url          = {https://doi.org/10.1587/transinf.2017EDL8094},\n  doi          = {10.1587/TRANSINF.2017EDL8094},\n  timestamp    = {Sat, 11 Apr 2020 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/ieicet/LeeFCK17.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n DAPs: Mining using Change-Point Detection of Epileptic Activity Time Series Data.\n \n \n \n \n\n\n \n Kim, S.; Li, L.; Faloutsos, C.; Yang, H.; and Lee, S.\n\n\n \n\n\n\n J. Inf. Sci. Eng., 33(2): 517–536. 2017.\n \n\n\n\n
\n\n\n\n \n \n \"DAPs:Paper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/jise/KimLFYL17,\n  author       = {Sun{-}Hee Kim and\n                  Lei Li and\n                  Christos Faloutsos and\n                  Hyung{-}Jeong Yang and\n                  Seong{-}Whan Lee},\n  title        = {DAPs: Mining using Change-Point Detection of Epileptic Activity Time\n                  Series Data},\n  journal      = {J. Inf. Sci. Eng.},\n  volume       = {33},\n  number       = {2},\n  pages        = {517--536},\n  year         = {2017},\n  url          = {https://jise.iis.sinica.edu.tw/JISESearch/pages/View/PaperView.jsf?keyId=155\\_2030},\n  timestamp    = {Fri, 17 Jun 2022 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/jise/KimLFYL17.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n ZooBP: Belief Propagation for Heterogeneous Networks.\n \n \n \n \n\n\n \n Eswaran, D.; Günnemann, S.; Faloutsos, C.; Makhija, D.; and Kumar, M.\n\n\n \n\n\n\n Proc. VLDB Endow., 10(5): 625–636. 2017.\n \n\n\n\n
\n\n\n\n \n \n \"ZooBP:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/pvldb/EswaranGFMK17,\n  author       = {Dhivya Eswaran and\n                  Stephan G{\\"{u}}nnemann and\n                  Christos Faloutsos and\n                  Disha Makhija and\n                  Mohit Kumar},\n  title        = {ZooBP: Belief Propagation for Heterogeneous Networks},\n  journal      = {Proc. {VLDB} Endow.},\n  volume       = {10},\n  number       = {5},\n  pages        = {625--636},\n  year         = {2017},\n  url          = {http://www.vldb.org/pvldb/vol10/p625-eswaran.pdf},\n  doi          = {10.14778/3055540.3055554},\n  timestamp    = {Fri, 26 Feb 2021 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/pvldb/EswaranGFMK17.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Facebook wall posts: a model of user behaviors.\n \n \n \n \n\n\n \n Devineni, P.; Koutra, D.; Faloutsos, M.; and Faloutsos, C.\n\n\n \n\n\n\n Soc. Netw. Anal. Min., 7(1): 6:1–6:15. 2017.\n \n\n\n\n
\n\n\n\n \n \n \"FacebookPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/snam/DevineniKFF17,\n  author       = {Pravallika Devineni and\n                  Danai Koutra and\n                  Michalis Faloutsos and\n                  Christos Faloutsos},\n  title        = {Facebook wall posts: a model of user behaviors},\n  journal      = {Soc. Netw. Anal. Min.},\n  volume       = {7},\n  number       = {1},\n  pages        = {6:1--6:15},\n  year         = {2017},\n  url          = {https://doi.org/10.1007/s13278-017-0422-9},\n  doi          = {10.1007/S13278-017-0422-9},\n  timestamp    = {Mon, 26 Oct 2020 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/snam/DevineniKFF17.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Tensors for Data Mining and Data Fusion: Models, Applications, and Scalable Algorithms.\n \n \n \n \n\n\n \n Papalexakis, E. E.; Faloutsos, C.; and Sidiropoulos, N. D.\n\n\n \n\n\n\n ACM Trans. Intell. Syst. Technol., 8(2): 16:1–16:44. 2017.\n \n\n\n\n
\n\n\n\n \n \n \"TensorsPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/tist/PapalexakisFS17,\n  author       = {Evangelos E. Papalexakis and\n                  Christos Faloutsos and\n                  Nicholas D. Sidiropoulos},\n  title        = {Tensors for Data Mining and Data Fusion: Models, Applications, and\n                  Scalable Algorithms},\n  journal      = {{ACM} Trans. Intell. Syst. Technol.},\n  volume       = {8},\n  number       = {2},\n  pages        = {16:1--16:44},\n  year         = {2017},\n  url          = {https://doi.org/10.1145/2915921},\n  doi          = {10.1145/2915921},\n  timestamp    = {Mon, 26 Oct 2020 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/tist/PapalexakisFS17.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n comeNgo: A Dynamic Model for Social Group Evolution.\n \n \n \n \n\n\n \n Zhang, T.; Cui, P.; Faloutsos, C.; Lu, Y.; Ye, H.; Zhu, W.; and Yang, S.\n\n\n \n\n\n\n ACM Trans. Knowl. Discov. Data, 11(4): 41:1–41:22. 2017.\n \n\n\n\n
\n\n\n\n \n \n \"comeNgo:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/tkdd/ZhangCFLYZY17,\n  author       = {Tianyang Zhang and\n                  Peng Cui and\n                  Christos Faloutsos and\n                  Yunfei Lu and\n                  Hao Ye and\n                  Wenwu Zhu and\n                  Shiqiang Yang},\n  title        = {comeNgo: {A} Dynamic Model for Social Group Evolution},\n  journal      = {{ACM} Trans. Knowl. Discov. Data},\n  volume       = {11},\n  number       = {4},\n  pages        = {41:1--41:22},\n  year         = {2017},\n  url          = {https://doi.org/10.1145/3059214},\n  doi          = {10.1145/3059214},\n  timestamp    = {Mon, 14 Oct 2024 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/tkdd/ZhangCFLYZY17.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Graph-Based Fraud Detection in the Face of Camouflage.\n \n \n \n \n\n\n \n Hooi, B.; Shin, K.; Song, H. A.; Beutel, A.; Shah, N.; and Faloutsos, C.\n\n\n \n\n\n\n ACM Trans. Knowl. Discov. Data, 11(4): 44:1–44:26. 2017.\n \n\n\n\n
\n\n\n\n \n \n \"Graph-BasedPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/tkdd/HooiSSBSF17,\n  author       = {Bryan Hooi and\n                  Kijung Shin and\n                  Hyun Ah Song and\n                  Alex Beutel and\n                  Neil Shah and\n                  Christos Faloutsos},\n  title        = {Graph-Based Fraud Detection in the Face of Camouflage},\n  journal      = {{ACM} Trans. Knowl. Discov. Data},\n  volume       = {11},\n  number       = {4},\n  pages        = {44:1--44:26},\n  year         = {2017},\n  url          = {https://doi.org/10.1145/3056563},\n  doi          = {10.1145/3056563},\n  timestamp    = {Mon, 28 Aug 2023 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/tkdd/HooiSSBSF17.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Modeling Temporal Activity to Detect Anomalous Behavior in Social Media.\n \n \n \n \n\n\n \n Costa, A. F.; Yamaguchi, Y.; Traina, A. J. M.; Jr., C. T.; and Faloutsos, C.\n\n\n \n\n\n\n ACM Trans. Knowl. Discov. Data, 11(4): 49:1–49:23. 2017.\n \n\n\n\n
\n\n\n\n \n \n \"ModelingPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/tkdd/CostaYTTF17,\n  author       = {Alceu Ferraz Costa and\n                  Yuto Yamaguchi and\n                  Agma Juci Machado Traina and\n                  Caetano Traina Jr. and\n                  Christos Faloutsos},\n  title        = {Modeling Temporal Activity to Detect Anomalous Behavior in Social\n                  Media},\n  journal      = {{ACM} Trans. Knowl. Discov. Data},\n  volume       = {11},\n  number       = {4},\n  pages        = {49:1--49:23},\n  year         = {2017},\n  url          = {https://doi.org/10.1145/3064884},\n  doi          = {10.1145/3064884},\n  timestamp    = {Sun, 19 Jan 2025 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/tkdd/CostaYTTF17.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Robust Data-Driven State Estimation for Smart Grid.\n \n \n \n \n\n\n \n Weng, Y.; Negi, R.; Faloutsos, C.; and Ilic, M. D.\n\n\n \n\n\n\n IEEE Trans. Smart Grid, 8(4): 1956–1967. 2017.\n \n\n\n\n
\n\n\n\n \n \n \"RobustPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/tsg/WengNFI17,\n  author       = {Yang Weng and\n                  Rohit Negi and\n                  Christos Faloutsos and\n                  Marija D. Ilic},\n  title        = {Robust Data-Driven State Estimation for Smart Grid},\n  journal      = {{IEEE} Trans. Smart Grid},\n  volume       = {8},\n  number       = {4},\n  pages        = {1956--1967},\n  year         = {2017},\n  url          = {https://doi.org/10.1109/TSG.2015.2512925},\n  doi          = {10.1109/TSG.2015.2512925},\n  timestamp    = {Thu, 29 Jun 2017 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/tsg/WengNFI17.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Tensor Decomposition for Signal Processing and Machine Learning.\n \n \n \n \n\n\n \n Sidiropoulos, N. D.; Lathauwer, L. D.; Fu, X.; Huang, K.; Papalexakis, E. E.; and Faloutsos, C.\n\n\n \n\n\n\n IEEE Trans. Signal Process., 65(13): 3551–3582. 2017.\n \n\n\n\n
\n\n\n\n \n \n \"TensorPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/tsp/SidiropoulosLFH17,\n  author       = {Nicholas D. Sidiropoulos and\n                  Lieven De Lathauwer and\n                  Xiao Fu and\n                  Kejun Huang and\n                  Evangelos E. Papalexakis and\n                  Christos Faloutsos},\n  title        = {Tensor Decomposition for Signal Processing and Machine Learning},\n  journal      = {{IEEE} Trans. Signal Process.},\n  volume       = {65},\n  number       = {13},\n  pages        = {3551--3582},\n  year         = {2017},\n  url          = {https://doi.org/10.1109/TSP.2017.2690524},\n  doi          = {10.1109/TSP.2017.2690524},\n  timestamp    = {Mon, 26 Oct 2020 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/tsp/SidiropoulosLFH17.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Nonlinear Dynamics of Information Diffusion in Social Networks.\n \n \n \n \n\n\n \n Matsubara, Y.; Sakurai, Y.; Prakash, B. A.; Li, L.; and Faloutsos, C.\n\n\n \n\n\n\n ACM Trans. Web, 11(2): 11:1–11:40. 2017.\n \n\n\n\n
\n\n\n\n \n \n \"NonlinearPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/tweb/MatsubaraSPLF17,\n  author       = {Yasuko Matsubara and\n                  Yasushi Sakurai and\n                  B. Aditya Prakash and\n                  Lei Li and\n                  Christos Faloutsos},\n  title        = {Nonlinear Dynamics of Information Diffusion in Social Networks},\n  journal      = {{ACM} Trans. Web},\n  volume       = {11},\n  number       = {2},\n  pages        = {11:1--11:40},\n  year         = {2017},\n  url          = {https://doi.org/10.1145/3057741},\n  doi          = {10.1145/3057741},\n  timestamp    = {Sun, 19 Jan 2025 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/tweb/MatsubaraSPLF17.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Ecosystem on the Web: non-linear mining and forecasting of co-evolving online activities.\n \n \n \n \n\n\n \n Matsubara, Y.; Sakurai, Y.; and Faloutsos, C.\n\n\n \n\n\n\n World Wide Web, 20(3): 439–465. 2017.\n \n\n\n\n
\n\n\n\n \n \n \"EcosystemPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/www/MatsubaraSF17,\n  author       = {Yasuko Matsubara and\n                  Yasushi Sakurai and\n                  Christos Faloutsos},\n  title        = {Ecosystem on the Web: non-linear mining and forecasting of co-evolving\n                  online activities},\n  journal      = {World Wide Web},\n  volume       = {20},\n  number       = {3},\n  pages        = {439--465},\n  year         = {2017},\n  url          = {https://doi.org/10.1007/s11280-016-0389-x},\n  doi          = {10.1007/S11280-016-0389-X},\n  timestamp    = {Sat, 20 May 2017 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/www/MatsubaraSF17.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n HoloScope: Topology-and-Spike Aware Fraud Detection.\n \n \n \n \n\n\n \n Liu, S.; Hooi, B.; and Faloutsos, C.\n\n\n \n\n\n\n In Lim, E.; Winslett, M.; Sanderson, M.; Fu, A. W.; Sun, J.; Culpepper, J. S.; Lo, E.; Ho, J. C.; Donato, D.; Agrawal, R.; Zheng, Y.; Castillo, C.; Sun, A.; Tseng, V. S.; and Li, C., editor(s), Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, CIKM 2017, Singapore, November 06 - 10, 2017, pages 1539–1548, 2017. ACM\n \n\n\n\n
\n\n\n\n \n \n \"HoloScope:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/cikm/LiuHF17,\n  author       = {Shenghua Liu and\n                  Bryan Hooi and\n                  Christos Faloutsos},\n  editor       = {Ee{-}Peng Lim and\n                  Marianne Winslett and\n                  Mark Sanderson and\n                  Ada Wai{-}Chee Fu and\n                  Jimeng Sun and\n                  J. Shane Culpepper and\n                  Eric Lo and\n                  Joyce C. Ho and\n                  Debora Donato and\n                  Rakesh Agrawal and\n                  Yu Zheng and\n                  Carlos Castillo and\n                  Aixin Sun and\n                  Vincent S. Tseng and\n                  Chenliang Li},\n  title        = {HoloScope: Topology-and-Spike Aware Fraud Detection},\n  booktitle    = {Proceedings of the 2017 {ACM} on Conference on Information and Knowledge\n                  Management, {CIKM} 2017, Singapore, November 06 - 10, 2017},\n  pages        = {1539--1548},\n  publisher    = {{ACM}},\n  year         = {2017},\n  url          = {https://doi.org/10.1145/3132847.3133018},\n  doi          = {10.1145/3132847.3133018},\n  timestamp    = {Tue, 29 Aug 2023 16:24:43 +0200},\n  biburl       = {https://dblp.org/rec/conf/cikm/LiuHF17.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n M3A: Model, MetaModel and Anomaly Detection for Inter-arrivals of Web Searches and Postings.\n \n \n \n \n\n\n \n Juan, D.; Shah, N.; Tang, M.; Qian, Z.; Marculescu, D.; and Faloutsos, C.\n\n\n \n\n\n\n In 2017 IEEE International Conference on Data Science and Advanced Analytics, DSAA 2017, Tokyo, Japan, October 19-21, 2017, pages 341–350, 2017. IEEE\n \n\n\n\n
\n\n\n\n \n \n \"M3A:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/dsaa/JuanSTQMF17,\n  author       = {Da{-}Cheng Juan and\n                  Neil Shah and\n                  Mingyu Tang and\n                  Zhiliang Qian and\n                  Diana Marculescu and\n                  Christos Faloutsos},\n  title        = {{M3A:} Model, MetaModel and Anomaly Detection for Inter-arrivals of\n                  Web Searches and Postings},\n  booktitle    = {2017 {IEEE} International Conference on Data Science and Advanced\n                  Analytics, {DSAA} 2017, Tokyo, Japan, October 19-21, 2017},\n  pages        = {341--350},\n  publisher    = {{IEEE}},\n  year         = {2017},\n  url          = {https://doi.org/10.1109/DSAA.2017.2},\n  doi          = {10.1109/DSAA.2017.2},\n  timestamp    = {Wed, 16 Oct 2019 14:14:55 +0200},\n  biburl       = {https://dblp.org/rec/conf/dsaa/JuanSTQMF17.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Skew-Resistant Graph Partitioning.\n \n \n \n \n\n\n \n Zheng, A.; Labrinidis, A.; and Faloutsos, C.\n\n\n \n\n\n\n In 33rd IEEE International Conference on Data Engineering, ICDE 2017, San Diego, CA, USA, April 19-22, 2017, pages 151–154, 2017. IEEE Computer Society\n \n\n\n\n
\n\n\n\n \n \n \"Skew-ResistantPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/icde/ZhengLF17,\n  author       = {Angen Zheng and\n                  Alexandros Labrinidis and\n                  Christos Faloutsos},\n  title        = {Skew-Resistant Graph Partitioning},\n  booktitle    = {33rd {IEEE} International Conference on Data Engineering, {ICDE} 2017,\n                  San Diego, CA, USA, April 19-22, 2017},\n  pages        = {151--154},\n  publisher    = {{IEEE} Computer Society},\n  year         = {2017},\n  url          = {https://doi.org/10.1109/ICDE.2017.62},\n  doi          = {10.1109/ICDE.2017.62},\n  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/icde/ZhengLF17.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n TensorCast: Forecasting with Context Using Coupled Tensors (Best Paper Award).\n \n \n \n \n\n\n \n de Araujo, M. R.; Ribeiro, P. M. P.; and Faloutsos, C.\n\n\n \n\n\n\n In Raghavan, V.; Aluru, S.; Karypis, G.; Miele, L.; and Wu, X., editor(s), 2017 IEEE International Conference on Data Mining, ICDM 2017, New Orleans, LA, USA, November 18-21, 2017, pages 71–80, 2017. IEEE Computer Society\n \n\n\n\n
\n\n\n\n \n \n \"TensorCast:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/icdm/AraujoRF17,\n  author       = {Miguel Ramos de Araujo and\n                  Pedro Manuel Pinto Ribeiro and\n                  Christos Faloutsos},\n  editor       = {Vijay Raghavan and\n                  Srinivas Aluru and\n                  George Karypis and\n                  Lucio Miele and\n                  Xindong Wu},\n  title        = {TensorCast: Forecasting with Context Using Coupled Tensors (Best Paper\n                  Award)},\n  booktitle    = {2017 {IEEE} International Conference on Data Mining, {ICDM} 2017,\n                  New Orleans, LA, USA, November 18-21, 2017},\n  pages        = {71--80},\n  publisher    = {{IEEE} Computer Society},\n  year         = {2017},\n  url          = {https://doi.org/10.1109/ICDM.2017.16},\n  doi          = {10.1109/ICDM.2017.16},\n  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/icdm/AraujoRF17.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n GB-R: A Fast and Effective Gray-Box Reconstruction of Cascade Time-Series.\n \n \n \n \n\n\n \n Song, H. A.; Yang, F.; Liu, Z.; Panhuis, W. V.; Sidiropoulos, N. D.; Faloutsos, C.; and Zadorozhny, V.\n\n\n \n\n\n\n In Gottumukkala, R.; Ning, X.; Dong, G.; Raghavan, V.; Aluru, S.; Karypis, G.; Miele, L.; and Wu, X., editor(s), 2017 IEEE International Conference on Data Mining Workshops, ICDM Workshops 2017, New Orleans, LA, USA, November 18-21, 2017, pages 494–501, 2017. IEEE Computer Society\n \n\n\n\n
\n\n\n\n \n \n \"GB-R:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/icdm/SongYLPSFZ17,\n  author       = {Hyun Ah Song and\n                  Fan Yang and\n                  Zongge Liu and\n                  Wilbert Van Panhuis and\n                  Nicholas D. Sidiropoulos and\n                  Christos Faloutsos and\n                  Vladimir Zadorozhny},\n  editor       = {Raju Gottumukkala and\n                  Xia Ning and\n                  Guozhu Dong and\n                  Vijay Raghavan and\n                  Srinivas Aluru and\n                  George Karypis and\n                  Lucio Miele and\n                  Xindong Wu},\n  title        = {{GB-R:} {A} Fast and Effective Gray-Box Reconstruction of Cascade\n                  Time-Series},\n  booktitle    = {2017 {IEEE} International Conference on Data Mining Workshops, {ICDM}\n                  Workshops 2017, New Orleans, LA, USA, November 18-21, 2017},\n  pages        = {494--501},\n  publisher    = {{IEEE} Computer Society},\n  year         = {2017},\n  url          = {https://doi.org/10.1109/ICDMW.2017.70},\n  doi          = {10.1109/ICDMW.2017.70},\n  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/icdm/SongYLPSFZ17.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Spectral Lens: Explainable Diagnostics, Tools and Discoveries in Directed, Weighted Graphs.\n \n \n \n \n\n\n \n Goebl, S.; Kumar, S.; and Faloutsos, C.\n\n\n \n\n\n\n In Raghavan, V.; Aluru, S.; Karypis, G.; Miele, L.; and Wu, X., editor(s), 2017 IEEE International Conference on Data Mining, ICDM 2017, New Orleans, LA, USA, November 18-21, 2017, pages 877–882, 2017. IEEE Computer Society\n \n\n\n\n
\n\n\n\n \n \n \"SpectralPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/icdm/GoeblKF17,\n  author       = {Sebastian Goebl and\n                  Srijan Kumar and\n                  Christos Faloutsos},\n  editor       = {Vijay Raghavan and\n                  Srinivas Aluru and\n                  George Karypis and\n                  Lucio Miele and\n                  Xindong Wu},\n  title        = {Spectral Lens: Explainable Diagnostics, Tools and Discoveries in Directed,\n                  Weighted Graphs},\n  booktitle    = {2017 {IEEE} International Conference on Data Mining, {ICDM} 2017,\n                  New Orleans, LA, USA, November 18-21, 2017},\n  pages        = {877--882},\n  publisher    = {{IEEE} Computer Society},\n  year         = {2017},\n  url          = {https://doi.org/10.1109/ICDM.2017.108},\n  doi          = {10.1109/ICDM.2017.108},\n  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/icdm/GoeblKF17.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n The Many Faces of Link Fraud.\n \n \n \n \n\n\n \n Shah, N.; Lamba, H.; Beutel, A.; and Faloutsos, C.\n\n\n \n\n\n\n In Raghavan, V.; Aluru, S.; Karypis, G.; Miele, L.; and Wu, X., editor(s), 2017 IEEE International Conference on Data Mining, ICDM 2017, New Orleans, LA, USA, November 18-21, 2017, pages 1069–1074, 2017. IEEE Computer Society\n \n\n\n\n
\n\n\n\n \n \n \"ThePaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/icdm/ShahLBF17,\n  author       = {Neil Shah and\n                  Hemank Lamba and\n                  Alex Beutel and\n                  Christos Faloutsos},\n  editor       = {Vijay Raghavan and\n                  Srinivas Aluru and\n                  George Karypis and\n                  Lucio Miele and\n                  Xindong Wu},\n  title        = {The Many Faces of Link Fraud},\n  booktitle    = {2017 {IEEE} International Conference on Data Mining, {ICDM} 2017,\n                  New Orleans, LA, USA, November 18-21, 2017},\n  pages        = {1069--1074},\n  publisher    = {{IEEE} Computer Society},\n  year         = {2017},\n  url          = {https://doi.org/10.1109/ICDM.2017.140},\n  doi          = {10.1109/ICDM.2017.140},\n  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/icdm/ShahLBF17.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n EyeQual: Accurate, Explainable, Retinal Image Quality Assessment.\n \n \n \n \n\n\n \n Costa, P.; Campilho, A. J. C.; Hooi, B.; Smailagic, A.; Kitani, K.; Liu, S.; Faloutsos, C.; and Galdran, A.\n\n\n \n\n\n\n In Chen, X.; Luo, B.; Luo, F.; Palade, V.; and Wani, M. A., editor(s), 16th IEEE International Conference on Machine Learning and Applications, ICMLA 2017, Cancun, Mexico, December 18-21, 2017, pages 323–330, 2017. IEEE\n \n\n\n\n
\n\n\n\n \n \n \"EyeQual:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/icmla/0005CHSKLFG17,\n  author       = {Pedro Costa and\n                  Aur{\\'{e}}lio J. C. Campilho and\n                  Bryan Hooi and\n                  Asim Smailagic and\n                  Kris Kitani and\n                  Shenghua Liu and\n                  Christos Faloutsos and\n                  Adrian Galdran},\n  editor       = {Xue{-}wen Chen and\n                  Bo Luo and\n                  Feng Luo and\n                  Vasile Palade and\n                  M. Arif Wani},\n  title        = {EyeQual: Accurate, Explainable, Retinal Image Quality Assessment},\n  booktitle    = {16th {IEEE} International Conference on Machine Learning and Applications,\n                  {ICMLA} 2017, Cancun, Mexico, December 18-21, 2017},\n  pages        = {323--330},\n  publisher    = {{IEEE}},\n  year         = {2017},\n  url          = {https://doi.org/10.1109/ICMLA.2017.0-140},\n  doi          = {10.1109/ICMLA.2017.0-140},\n  timestamp    = {Sun, 02 Feb 2025 19:33:49 +0100},\n  biburl       = {https://dblp.org/rec/conf/icmla/0005CHSKLFG17.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Linear load model for robust power system analysis.\n \n \n \n \n\n\n \n Jereminov, M.; Pandey, A.; Song, H. A.; Hooi, B.; Faloutsos, C.; and Pileggi, L. T.\n\n\n \n\n\n\n In 2017 IEEE PES Innovative Smart Grid Technologies Conference Europe, ISGT-Europe 2017, Torino, Italy, September 26-29, 2017, pages 1–6, 2017. IEEE\n \n\n\n\n
\n\n\n\n \n \n \"LinearPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/isgteurope/JereminovPSHFP17,\n  author       = {Marko Jereminov and\n                  Amritanshu Pandey and\n                  Hyun Ah Song and\n                  Bryan Hooi and\n                  Christos Faloutsos and\n                  Larry T. Pileggi},\n  title        = {Linear load model for robust power system analysis},\n  booktitle    = {2017 {IEEE} {PES} Innovative Smart Grid Technologies Conference Europe,\n                  ISGT-Europe 2017, Torino, Italy, September 26-29, 2017},\n  pages        = {1--6},\n  publisher    = {{IEEE}},\n  year         = {2017},\n  url          = {https://doi.org/10.1109/ISGTEurope.2017.8260315},\n  doi          = {10.1109/ISGTEUROPE.2017.8260315},\n  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/isgteurope/JereminovPSHFP17.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Long Short Memory Process: Modeling Growth Dynamics of Microscopic Social Connectivity.\n \n \n \n \n\n\n \n Zang, C.; Cui, P.; Faloutsos, C.; and Zhu, W.\n\n\n \n\n\n\n In Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13 - 17, 2017, pages 565–574, 2017. ACM\n \n\n\n\n
\n\n\n\n \n \n \"LongPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/kdd/ZangCF017,\n  author       = {Chengxi Zang and\n                  Peng Cui and\n                  Christos Faloutsos and\n                  Wenwu Zhu},\n  title        = {Long Short Memory Process: Modeling Growth Dynamics of Microscopic\n                  Social Connectivity},\n  booktitle    = {Proceedings of the 23rd {ACM} {SIGKDD} International Conference on\n                  Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13\n                  - 17, 2017},\n  pages        = {565--574},\n  publisher    = {{ACM}},\n  year         = {2017},\n  url          = {https://doi.org/10.1145/3097983.3098055},\n  doi          = {10.1145/3097983.3098055},\n  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/kdd/ZangCF017.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n DenseAlert: Incremental Dense-Subtensor Detection in Tensor Streams.\n \n \n \n \n\n\n \n Shin, K.; Hooi, B.; Kim, J.; and Faloutsos, C.\n\n\n \n\n\n\n In Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13 - 17, 2017, pages 1057–1066, 2017. ACM\n \n\n\n\n
\n\n\n\n \n \n \"DenseAlert:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/kdd/ShinHKF17,\n  author       = {Kijung Shin and\n                  Bryan Hooi and\n                  Jisu Kim and\n                  Christos Faloutsos},\n  title        = {DenseAlert: Incremental Dense-Subtensor Detection in Tensor Streams},\n  booktitle    = {Proceedings of the 23rd {ACM} {SIGKDD} International Conference on\n                  Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13\n                  - 17, 2017},\n  pages        = {1057--1066},\n  publisher    = {{ACM}},\n  year         = {2017},\n  url          = {https://doi.org/10.1145/3097983.3098087},\n  doi          = {10.1145/3097983.3098087},\n  timestamp    = {Sun, 19 Jan 2025 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/kdd/ShinHKF17.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n PNP: Fast Path Ensemble Method for Movie Design.\n \n \n \n \n\n\n \n Koutra, D.; Dighe, A.; Bhagat, S.; Weinsberg, U.; Ioannidis, S.; Faloutsos, C.; and Bolot, J.\n\n\n \n\n\n\n In Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13 - 17, 2017, pages 1527–1536, 2017. ACM\n \n\n\n\n
\n\n\n\n \n \n \"PNP:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/kdd/KoutraDBWIFB17,\n  author       = {Danai Koutra and\n                  Abhilash Dighe and\n                  Smriti Bhagat and\n                  Udi Weinsberg and\n                  Stratis Ioannidis and\n                  Christos Faloutsos and\n                  Jean Bolot},\n  title        = {{PNP:} Fast Path Ensemble Method for Movie Design},\n  booktitle    = {Proceedings of the 23rd {ACM} {SIGKDD} International Conference on\n                  Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13\n                  - 17, 2017},\n  pages        = {1527--1536},\n  publisher    = {{ACM}},\n  year         = {2017},\n  url          = {https://doi.org/10.1145/3097983.3098076},\n  doi          = {10.1145/3097983.3098076},\n  timestamp    = {Sun, 12 Nov 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/kdd/KoutraDBWIFB17.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Beyond Assortativity: Proclivity Index for Attributed Networks (ProNe).\n \n \n \n \n\n\n \n Rabbany, R.; Eswaran, D.; Dubrawski, A. W.; and Faloutsos, C.\n\n\n \n\n\n\n In Kim, J.; Shim, K.; Cao, L.; Lee, J.; Lin, X.; and Moon, Y., editor(s), Advances in Knowledge Discovery and Data Mining - 21st Pacific-Asia Conference, PAKDD 2017, Jeju, South Korea, May 23-26, 2017, Proceedings, Part I, volume 10234, of Lecture Notes in Computer Science, pages 225–237, 2017. \n \n\n\n\n
\n\n\n\n \n \n \"BeyondPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/pakdd/RabbanyEDF17,\n  author       = {Reihaneh Rabbany and\n                  Dhivya Eswaran and\n                  Artur W. Dubrawski and\n                  Christos Faloutsos},\n  editor       = {Jinho Kim and\n                  Kyuseok Shim and\n                  Longbing Cao and\n                  Jae{-}Gil Lee and\n                  Xuemin Lin and\n                  Yang{-}Sae Moon},\n  title        = {Beyond Assortativity: Proclivity Index for Attributed Networks (ProNe)},\n  booktitle    = {Advances in Knowledge Discovery and Data Mining - 21st Pacific-Asia\n                  Conference, {PAKDD} 2017, Jeju, South Korea, May 23-26, 2017, Proceedings,\n                  Part {I}},\n  series       = {Lecture Notes in Computer Science},\n  volume       = {10234},\n  pages        = {225--237},\n  year         = {2017},\n  url          = {https://doi.org/10.1007/978-3-319-57454-7\\_18},\n  doi          = {10.1007/978-3-319-57454-7\\_18},\n  timestamp    = {Mon, 16 Mar 2020 17:44:09 +0100},\n  biburl       = {https://dblp.org/rec/conf/pakdd/RabbanyEDF17.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n BeatLex: Summarizing and Forecasting Time Series with Patterns.\n \n \n \n \n\n\n \n Hooi, B.; Liu, S.; Smailagic, A.; and Faloutsos, C.\n\n\n \n\n\n\n In Ceci, M.; Hollmén, J.; Todorovski, L.; Vens, C.; and Dzeroski, S., editor(s), Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2017, Skopje, Macedonia, September 18-22, 2017, Proceedings, Part II, volume 10535, of Lecture Notes in Computer Science, pages 3–19, 2017. Springer\n \n\n\n\n
\n\n\n\n \n \n \"BeatLex:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/pkdd/HooiLSF17,\n  author       = {Bryan Hooi and\n                  Shenghua Liu and\n                  Asim Smailagic and\n                  Christos Faloutsos},\n  editor       = {Michelangelo Ceci and\n                  Jaakko Hollm{\\'{e}}n and\n                  Ljupco Todorovski and\n                  Celine Vens and\n                  Saso Dzeroski},\n  title        = {BeatLex: Summarizing and Forecasting Time Series with Patterns},\n  booktitle    = {Machine Learning and Knowledge Discovery in Databases - European Conference,\n                  {ECML} {PKDD} 2017, Skopje, Macedonia, September 18-22, 2017, Proceedings,\n                  Part {II}},\n  series       = {Lecture Notes in Computer Science},\n  volume       = {10535},\n  pages        = {3--19},\n  publisher    = {Springer},\n  year         = {2017},\n  url          = {https://doi.org/10.1007/978-3-319-71246-8\\_1},\n  doi          = {10.1007/978-3-319-71246-8\\_1},\n  timestamp    = {Tue, 14 May 2019 10:00:47 +0200},\n  biburl       = {https://dblp.org/rec/conf/pkdd/HooiLSF17.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n zooRank: Ranking Suspicious Entities in Time-Evolving Tensors.\n \n \n \n \n\n\n \n Lamba, H.; Hooi, B.; Shin, K.; Faloutsos, C.; and Pfeffer, J.\n\n\n \n\n\n\n In Ceci, M.; Hollmén, J.; Todorovski, L.; Vens, C.; and Dzeroski, S., editor(s), Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2017, Skopje, Macedonia, September 18-22, 2017, Proceedings, Part I, volume 10534, of Lecture Notes in Computer Science, pages 68–84, 2017. Springer\n \n\n\n\n
\n\n\n\n \n \n \"zooRank:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/pkdd/LambaHSFP17,\n  author       = {Hemank Lamba and\n                  Bryan Hooi and\n                  Kijung Shin and\n                  Christos Faloutsos and\n                  J{\\"{u}}rgen Pfeffer},\n  editor       = {Michelangelo Ceci and\n                  Jaakko Hollm{\\'{e}}n and\n                  Ljupco Todorovski and\n                  Celine Vens and\n                  Saso Dzeroski},\n  title        = {zooRank: Ranking Suspicious Entities in Time-Evolving Tensors},\n  booktitle    = {Machine Learning and Knowledge Discovery in Databases - European Conference,\n                  {ECML} {PKDD} 2017, Skopje, Macedonia, September 18-22, 2017, Proceedings,\n                  Part {I}},\n  series       = {Lecture Notes in Computer Science},\n  volume       = {10534},\n  pages        = {68--84},\n  publisher    = {Springer},\n  year         = {2017},\n  url          = {https://doi.org/10.1007/978-3-319-71249-9\\_5},\n  doi          = {10.1007/978-3-319-71249-9\\_5},\n  timestamp    = {Tue, 14 May 2019 10:00:47 +0200},\n  biburl       = {https://dblp.org/rec/conf/pkdd/LambaHSFP17.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n PowerCast: Mining and Forecasting Power Grid Sequences.\n \n \n \n \n\n\n \n Song, H. A.; Hooi, B.; Jereminov, M.; Pandey, A.; Pileggi, L. T.; and Faloutsos, C.\n\n\n \n\n\n\n In Ceci, M.; Hollmén, J.; Todorovski, L.; Vens, C.; and Dzeroski, S., editor(s), Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2017, Skopje, Macedonia, September 18-22, 2017, Proceedings, Part II, volume 10535, of Lecture Notes in Computer Science, pages 606–621, 2017. Springer\n \n\n\n\n
\n\n\n\n \n \n \"PowerCast:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/pkdd/SongHJPPF17,\n  author       = {Hyun Ah Song and\n                  Bryan Hooi and\n                  Marko Jereminov and\n                  Amritanshu Pandey and\n                  Larry T. Pileggi and\n                  Christos Faloutsos},\n  editor       = {Michelangelo Ceci and\n                  Jaakko Hollm{\\'{e}}n and\n                  Ljupco Todorovski and\n                  Celine Vens and\n                  Saso Dzeroski},\n  title        = {PowerCast: Mining and Forecasting Power Grid Sequences},\n  booktitle    = {Machine Learning and Knowledge Discovery in Databases - European Conference,\n                  {ECML} {PKDD} 2017, Skopje, Macedonia, September 18-22, 2017, Proceedings,\n                  Part {II}},\n  series       = {Lecture Notes in Computer Science},\n  volume       = {10535},\n  pages        = {606--621},\n  publisher    = {Springer},\n  year         = {2017},\n  url          = {https://doi.org/10.1007/978-3-319-71246-8\\_37},\n  doi          = {10.1007/978-3-319-71246-8\\_37},\n  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/pkdd/SongHJPPF17.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n VolTime: Unsupervised Anomaly Detection on Users' Online Activity Volume.\n \n \n \n \n\n\n \n Chino, D. Y. T.; Costa, A. F.; Traina, A. J. M.; and Faloutsos, C.\n\n\n \n\n\n\n In Chawla, N. V.; and Wang, W., editor(s), Proceedings of the 2017 SIAM International Conference on Data Mining, Houston, Texas, USA, April 27-29, 2017, pages 108–116, 2017. SIAM\n \n\n\n\n
\n\n\n\n \n \n \"VolTime:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/sdm/ChinoCTF17,\n  author       = {Daniel Y. T. Chino and\n                  Alceu Ferraz Costa and\n                  Agma J. M. Traina and\n                  Christos Faloutsos},\n  editor       = {Nitesh V. Chawla and\n                  Wei Wang},\n  title        = {VolTime: Unsupervised Anomaly Detection on Users' Online Activity\n                  Volume},\n  booktitle    = {Proceedings of the 2017 {SIAM} International Conference on Data Mining,\n                  Houston, Texas, USA, April 27-29, 2017},\n  pages        = {108--116},\n  publisher    = {{SIAM}},\n  year         = {2017},\n  url          = {https://doi.org/10.1137/1.9781611974973.13},\n  doi          = {10.1137/1.9781611974973.13},\n  timestamp    = {Fri, 04 Oct 2019 16:19:51 +0200},\n  biburl       = {https://dblp.org/rec/conf/sdm/ChinoCTF17.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n The Power of Certainty: A Dirichlet-Multinomial Model for Belief Propagation.\n \n \n \n \n\n\n \n Eswaran, D.; Günnemann, S.; and Faloutsos, C.\n\n\n \n\n\n\n In Chawla, N. V.; and Wang, W., editor(s), Proceedings of the 2017 SIAM International Conference on Data Mining, Houston, Texas, USA, April 27-29, 2017, pages 144–152, 2017. SIAM\n \n\n\n\n
\n\n\n\n \n \n \"ThePaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/sdm/EswaranGF17,\n  author       = {Dhivya Eswaran and\n                  Stephan G{\\"{u}}nnemann and\n                  Christos Faloutsos},\n  editor       = {Nitesh V. Chawla and\n                  Wei Wang},\n  title        = {The Power of Certainty: {A} Dirichlet-Multinomial Model for Belief\n                  Propagation},\n  booktitle    = {Proceedings of the 2017 {SIAM} International Conference on Data Mining,\n                  Houston, Texas, USA, April 27-29, 2017},\n  pages        = {144--152},\n  publisher    = {{SIAM}},\n  year         = {2017},\n  url          = {https://doi.org/10.1137/1.9781611974973.17},\n  doi          = {10.1137/1.9781611974973.17},\n  timestamp    = {Wed, 16 Aug 2017 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/sdm/EswaranGF17.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n BrainZoom: High Resolution Reconstruction from Multi-modal Brain Signals.\n \n \n \n \n\n\n \n Fu, X.; Huang, K.; Stretcu, O.; Song, H. A.; Papalexakis, E. E.; Talukdar, P. P.; Mitchell, T. M.; Sidiropoulos, N. D.; Faloutsos, C.; and Póczos, B.\n\n\n \n\n\n\n In Chawla, N. V.; and Wang, W., editor(s), Proceedings of the 2017 SIAM International Conference on Data Mining, Houston, Texas, USA, April 27-29, 2017, pages 216–227, 2017. SIAM\n \n\n\n\n
\n\n\n\n \n \n \"BrainZoom:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/sdm/FuHSSPTMSFP17,\n  author       = {Xiao Fu and\n                  Kejun Huang and\n                  Otilia Stretcu and\n                  Hyun Ah Song and\n                  Evangelos E. Papalexakis and\n                  Partha P. Talukdar and\n                  Tom M. Mitchell and\n                  Nicholas D. Sidiropoulos and\n                  Christos Faloutsos and\n                  Barnab{\\'{a}}s P{\\'{o}}czos},\n  editor       = {Nitesh V. Chawla and\n                  Wei Wang},\n  title        = {BrainZoom: High Resolution Reconstruction from Multi-modal Brain Signals},\n  booktitle    = {Proceedings of the 2017 {SIAM} International Conference on Data Mining,\n                  Houston, Texas, USA, April 27-29, 2017},\n  pages        = {216--227},\n  publisher    = {{SIAM}},\n  year         = {2017},\n  url          = {https://doi.org/10.1137/1.9781611974973.25},\n  doi          = {10.1137/1.9781611974973.25},\n  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/sdm/FuHSSPTMSFP17.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n H-Fuse: Efficient Fusion of Aggregated Historical Data.\n \n \n \n \n\n\n \n Liu, Z.; Song, H. A.; Zadorozhny, V.; Faloutsos, C.; and Sidiropoulos, N. D.\n\n\n \n\n\n\n In Chawla, N. V.; and Wang, W., editor(s), Proceedings of the 2017 SIAM International Conference on Data Mining, Houston, Texas, USA, April 27-29, 2017, pages 786–794, 2017. SIAM\n \n\n\n\n
\n\n\n\n \n \n \"H-Fuse:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/sdm/LiuSZFS17,\n  author       = {Zongge Liu and\n                  Hyun Ah Song and\n                  Vladimir Zadorozhny and\n                  Christos Faloutsos and\n                  Nicholas D. Sidiropoulos},\n  editor       = {Nitesh V. Chawla and\n                  Wei Wang},\n  title        = {H-Fuse: Efficient Fusion of Aggregated Historical Data},\n  booktitle    = {Proceedings of the 2017 {SIAM} International Conference on Data Mining,\n                  Houston, Texas, USA, April 27-29, 2017},\n  pages        = {786--794},\n  publisher    = {{SIAM}},\n  year         = {2017},\n  url          = {https://doi.org/10.1137/1.9781611974973.88},\n  doi          = {10.1137/1.9781611974973.88},\n  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/sdm/LiuSZFS17.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n D-Cube: Dense-Block Detection in Terabyte-Scale Tensors.\n \n \n \n \n\n\n \n Shin, K.; Hooi, B.; Kim, J.; and Faloutsos, C.\n\n\n \n\n\n\n In de Rijke, M.; Shokouhi, M.; Tomkins, A.; and Zhang, M., editor(s), Proceedings of the Tenth ACM International Conference on Web Search and Data Mining, WSDM 2017, Cambridge, United Kingdom, February 6-10, 2017, pages 681–689, 2017. ACM\n \n\n\n\n
\n\n\n\n \n \n \"D-Cube:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/wsdm/ShinHKF17,\n  author       = {Kijung Shin and\n                  Bryan Hooi and\n                  Jisu Kim and\n                  Christos Faloutsos},\n  editor       = {Maarten de Rijke and\n                  Milad Shokouhi and\n                  Andrew Tomkins and\n                  Min Zhang},\n  title        = {D-Cube: Dense-Block Detection in Terabyte-Scale Tensors},\n  booktitle    = {Proceedings of the Tenth {ACM} International Conference on Web Search\n                  and Data Mining, {WSDM} 2017, Cambridge, United Kingdom, February\n                  6-10, 2017},\n  pages        = {681--689},\n  publisher    = {{ACM}},\n  year         = {2017},\n  url          = {https://doi.org/10.1145/3018661.3018676},\n  doi          = {10.1145/3018661.3018676},\n  timestamp    = {Sun, 19 Jan 2025 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/wsdm/ShinHKF17.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n S-HOT: Scalable High-Order Tucker Decomposition.\n \n \n \n \n\n\n \n Oh, J.; Shin, K.; Papalexakis, E. E.; Faloutsos, C.; and Yu, H.\n\n\n \n\n\n\n In de Rijke, M.; Shokouhi, M.; Tomkins, A.; and Zhang, M., editor(s), Proceedings of the Tenth ACM International Conference on Web Search and Data Mining, WSDM 2017, Cambridge, United Kingdom, February 6-10, 2017, pages 761–770, 2017. ACM\n \n\n\n\n
\n\n\n\n \n \n \"S-HOT:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/wsdm/OhSPFY17,\n  author       = {Jinoh Oh and\n                  Kijung Shin and\n                  Evangelos E. Papalexakis and\n                  Christos Faloutsos and\n                  Hwanjo Yu},\n  editor       = {Maarten de Rijke and\n                  Milad Shokouhi and\n                  Andrew Tomkins and\n                  Min Zhang},\n  title        = {{S-HOT:} Scalable High-Order Tucker Decomposition},\n  booktitle    = {Proceedings of the Tenth {ACM} International Conference on Web Search\n                  and Data Mining, {WSDM} 2017, Cambridge, United Kingdom, February\n                  6-10, 2017},\n  pages        = {761--770},\n  publisher    = {{ACM}},\n  year         = {2017},\n  url          = {https://doi.org/10.1145/3018661.3018721},\n  doi          = {10.1145/3018661.3018721},\n  timestamp    = {Sun, 25 Oct 2020 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/wsdm/OhSPFY17.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n AutoCyclone: Automatic Mining of Cyclic Online Activities with Robust Tensor Factorization.\n \n \n \n \n\n\n \n Takahashi, T.; Hooi, B.; and Faloutsos, C.\n\n\n \n\n\n\n In Barrett, R.; Cummings, R.; Agichtein, E.; and Gabrilovich, E., editor(s), Proceedings of the 26th International Conference on World Wide Web, WWW 2017, Perth, Australia, April 3-7, 2017, pages 213–221, 2017. ACM\n \n\n\n\n
\n\n\n\n \n \n \"AutoCyclone:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/www/TakahashiHF17,\n  author       = {Tsubasa Takahashi and\n                  Bryan Hooi and\n                  Christos Faloutsos},\n  editor       = {Rick Barrett and\n                  Rick Cummings and\n                  Eugene Agichtein and\n                  Evgeniy Gabrilovich},\n  title        = {AutoCyclone: Automatic Mining of Cyclic Online Activities with Robust\n                  Tensor Factorization},\n  booktitle    = {Proceedings of the 26th International Conference on World Wide Web,\n                  {WWW} 2017, Perth, Australia, April 3-7, 2017},\n  pages        = {213--221},\n  publisher    = {{ACM}},\n  year         = {2017},\n  url          = {https://doi.org/10.1145/3038912.3052595},\n  doi          = {10.1145/3038912.3052595},\n  timestamp    = {Tue, 14 Jan 2020 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/www/TakahashiHF17.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n On Detecting Frauds in Comparison-Shopping Services.\n \n \n \n \n\n\n \n Lee, S.; Faloutsos, C.; Chae, D.; and Kim, S.\n\n\n \n\n\n\n In Barrett, R.; Cummings, R.; Agichtein, E.; and Gabrilovich, E., editor(s), Proceedings of the 26th International Conference on World Wide Web Companion, Perth, Australia, April 3-7, 2017, pages 811–812, 2017. ACM\n \n\n\n\n
\n\n\n\n \n \n \"OnPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/www/LeeFCK17,\n  author       = {Sang{-}Chul Lee and\n                  Christos Faloutsos and\n                  Dong{-}Kyu Chae and\n                  Sang{-}Wook Kim},\n  editor       = {Rick Barrett and\n                  Rick Cummings and\n                  Eugene Agichtein and\n                  Evgeniy Gabrilovich},\n  title        = {On Detecting Frauds in Comparison-Shopping Services},\n  booktitle    = {Proceedings of the 26th International Conference on World Wide Web\n                  Companion, Perth, Australia, April 3-7, 2017},\n  pages        = {811--812},\n  publisher    = {{ACM}},\n  year         = {2017},\n  url          = {https://doi.org/10.1145/3041021.3054219},\n  doi          = {10.1145/3041021.3054219},\n  timestamp    = {Tue, 06 Nov 2018 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/www/LeeFCK17.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Quantifying Structural Patterns of Information Cascades.\n \n \n \n \n\n\n \n Zang, C.; Cui, P.; Song, C.; Faloutsos, C.; and Zhu, W.\n\n\n \n\n\n\n In Barrett, R.; Cummings, R.; Agichtein, E.; and Gabrilovich, E., editor(s), Proceedings of the 26th International Conference on World Wide Web Companion, Perth, Australia, April 3-7, 2017, pages 867–868, 2017. ACM\n \n\n\n\n
\n\n\n\n \n \n \"QuantifyingPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/www/ZangCSF017,\n  author       = {Chengxi Zang and\n                  Peng Cui and\n                  Chaoming Song and\n                  Christos Faloutsos and\n                  Wenwu Zhu},\n  editor       = {Rick Barrett and\n                  Rick Cummings and\n                  Eugene Agichtein and\n                  Evgeniy Gabrilovich},\n  title        = {Quantifying Structural Patterns of Information Cascades},\n  booktitle    = {Proceedings of the 26th International Conference on World Wide Web\n                  Companion, Perth, Australia, April 3-7, 2017},\n  pages        = {867--868},\n  publisher    = {{ACM}},\n  year         = {2017},\n  url          = {https://doi.org/10.1145/3041021.3054214},\n  doi          = {10.1145/3041021.3054214},\n  timestamp    = {Sun, 06 Oct 2024 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/www/ZangCSF017.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Fast, Warped Graph Embedding: Unifying Framework and One-Click Algorithm.\n \n \n \n \n\n\n \n Chen, S.; Niu, S.; Akoglu, L.; Kovacevic, J.; and Faloutsos, C.\n\n\n \n\n\n\n CoRR, abs/1702.05764. 2017.\n \n\n\n\n
\n\n\n\n \n \n \"Fast,Paper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@article{DBLP:journals/corr/ChenNAKF17,\n  author       = {Siheng Chen and\n                  Sufeng Niu and\n                  Leman Akoglu and\n                  Jelena Kovacevic and\n                  Christos Faloutsos},\n  title        = {Fast, Warped Graph Embedding: Unifying Framework and One-Click Algorithm},\n  journal      = {CoRR},\n  volume       = {abs/1702.05764},\n  year         = {2017},\n  url          = {http://arxiv.org/abs/1702.05764},\n  eprinttype    = {arXiv},\n  eprint       = {1702.05764},\n  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/corr/ChenNAKF17.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n FairJudge: Trustworthy User Prediction in Rating Platforms.\n \n \n \n \n\n\n \n Kumar, S.; Hooi, B.; Makhija, D.; Kumar, M.; Faloutsos, C.; and Subrahmanian, V. S.\n\n\n \n\n\n\n CoRR, abs/1703.10545. 2017.\n \n\n\n\n
\n\n\n\n \n \n \"FairJudge:Paper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/corr/KumarHMKFS17,\n  author       = {Srijan Kumar and\n                  Bryan Hooi and\n                  Disha Makhija and\n                  Mohit Kumar and\n                  Christos Faloutsos and\n                  V. S. Subrahmanian},\n  title        = {FairJudge: Trustworthy User Prediction in Rating Platforms},\n  journal      = {CoRR},\n  volume       = {abs/1703.10545},\n  year         = {2017},\n  url          = {http://arxiv.org/abs/1703.10545},\n  eprinttype    = {arXiv},\n  eprint       = {1703.10545},\n  timestamp    = {Fri, 26 Feb 2021 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/corr/KumarHMKFS17.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n OEC: Open-Ended Classification for Future-Proof Link-Fraud Detection.\n \n \n \n \n\n\n \n Shah, N.; Lamba, H.; Beutel, A.; and Faloutsos, C.\n\n\n \n\n\n\n CoRR, abs/1704.01420. 2017.\n \n\n\n\n
\n\n\n\n \n \n \"OEC:Paper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/corr/ShahLBF17,\n  author       = {Neil Shah and\n                  Hemank Lamba and\n                  Alex Beutel and\n                  Christos Faloutsos},\n  title        = {{OEC:} Open-Ended Classification for Future-Proof Link-Fraud Detection},\n  journal      = {CoRR},\n  volume       = {abs/1704.01420},\n  year         = {2017},\n  url          = {http://arxiv.org/abs/1704.01420},\n  eprinttype    = {arXiv},\n  eprint       = {1704.01420},\n  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/corr/ShahLBF17.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n HoloScope: Topology-and-Spike Aware Fraud Detection.\n \n \n \n \n\n\n \n Liu, S.; Hooi, B.; and Faloutsos, C.\n\n\n \n\n\n\n CoRR, abs/1705.02505. 2017.\n \n\n\n\n
\n\n\n\n \n \n \"HoloScope:Paper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/corr/LiuHF17,\n  author       = {Shenghua Liu and\n                  Bryan Hooi and\n                  Christos Faloutsos},\n  title        = {HoloScope: Topology-and-Spike Aware Fraud Detection},\n  journal      = {CoRR},\n  volume       = {abs/1705.02505},\n  year         = {2017},\n  url          = {http://arxiv.org/abs/1705.02505},\n  eprinttype    = {arXiv},\n  eprint       = {1705.02505},\n  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/corr/LiuHF17.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n DenseAlert: Incremental Dense-Subtensor Detection in Tensor Streams.\n \n \n \n \n\n\n \n Shin, K.; Hooi, B.; Kim, J.; and Faloutsos, C.\n\n\n \n\n\n\n CoRR, abs/1706.03374. 2017.\n \n\n\n\n
\n\n\n\n \n \n \"DenseAlert:Paper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/corr/ShinHKF17,\n  author       = {Kijung Shin and\n                  Bryan Hooi and\n                  Jisu Kim and\n                  Christos Faloutsos},\n  title        = {DenseAlert: Incremental Dense-Subtensor Detection in Tensor Streams},\n  journal      = {CoRR},\n  volume       = {abs/1706.03374},\n  year         = {2017},\n  url          = {http://arxiv.org/abs/1706.03374},\n  eprinttype    = {arXiv},\n  eprint       = {1706.03374},\n  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/corr/ShinHKF17.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Structural patterns of information cascades and their implications for dynamics and semantics.\n \n \n \n \n\n\n \n Zang, C.; Cui, P.; Song, C.; Faloutsos, C.; and Zhu, W.\n\n\n \n\n\n\n CoRR, abs/1708.02377. 2017.\n \n\n\n\n
\n\n\n\n \n \n \"StructuralPaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/corr/abs-1708-02377,\n  author       = {Chengxi Zang and\n                  Peng Cui and\n                  Chaoming Song and\n                  Christos Faloutsos and\n                  Wenwu Zhu},\n  title        = {Structural patterns of information cascades and their implications\n                  for dynamics and semantics},\n  journal      = {CoRR},\n  volume       = {abs/1708.02377},\n  year         = {2017},\n  url          = {http://arxiv.org/abs/1708.02377},\n  eprinttype    = {arXiv},\n  eprint       = {1708.02377},\n  timestamp    = {Mon, 03 Sep 2018 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-1708-02377.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n LookOut on Time-Evolving Graphs: Succinctly Explaining Anomalies from Any Detector.\n \n \n \n \n\n\n \n Gupta, N.; Eswaran, D.; Shah, N.; Akoglu, L.; and Faloutsos, C.\n\n\n \n\n\n\n CoRR, abs/1710.05333. 2017.\n \n\n\n\n
\n\n\n\n \n \n \"LookOutPaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/corr/abs-1710-05333,\n  author       = {Nikhil Gupta and\n                  Dhivya Eswaran and\n                  Neil Shah and\n                  Leman Akoglu and\n                  Christos Faloutsos},\n  title        = {LookOut on Time-Evolving Graphs: Succinctly Explaining Anomalies from\n                  Any Detector},\n  journal      = {CoRR},\n  volume       = {abs/1710.05333},\n  year         = {2017},\n  url          = {http://arxiv.org/abs/1710.05333},\n  eprinttype    = {arXiv},\n  eprint       = {1710.05333},\n  timestamp    = {Fri, 21 Jan 2022 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-1710-05333.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n EagleMine: Vision-Guided Mining in Large Graphs.\n \n \n \n \n\n\n \n Feng, W.; Liu, S.; Faloutsos, C.; Hooi, B.; Shen, H.; and Cheng, X.\n\n\n \n\n\n\n CoRR, abs/1710.08756. 2017.\n \n\n\n\n
\n\n\n\n \n \n \"EagleMine:Paper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/corr/abs-1710-08756,\n  author       = {Wenjie Feng and\n                  Shenghua Liu and\n                  Christos Faloutsos and\n                  Bryan Hooi and\n                  Huawei Shen and\n                  Xueqi Cheng},\n  title        = {EagleMine: Vision-Guided Mining in Large Graphs},\n  journal      = {CoRR},\n  volume       = {abs/1710.08756},\n  year         = {2017},\n  url          = {http://arxiv.org/abs/1710.08756},\n  eprinttype    = {arXiv},\n  eprint       = {1710.08756},\n  timestamp    = {Mon, 15 Aug 2022 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-1710-08756.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n  \n 2016\n \n \n (39)\n \n \n
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\n \n\n \n \n \n \n \n \n Unsupervised Tensor Mining for Big Data Practitioners.\n \n \n \n \n\n\n \n Papalexakis, E. E.; and Faloutsos, C.\n\n\n \n\n\n\n Big Data, 4(3): 179–191. 2016.\n \n\n\n\n
\n\n\n\n \n \n \"UnsupervisedPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/bigdata/PapalexakisF16,\n  author       = {Evangelos E. Papalexakis and\n                  Christos Faloutsos},\n  title        = {Unsupervised Tensor Mining for Big Data Practitioners},\n  journal      = {Big Data},\n  volume       = {4},\n  number       = {3},\n  pages        = {179--191},\n  year         = {2016},\n  url          = {https://doi.org/10.1089/big.2016.0026},\n  doi          = {10.1089/BIG.2016.0026},\n  timestamp    = {Mon, 26 Oct 2020 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/bigdata/PapalexakisF16.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Suspicious Behavior Detection: Current Trends and Future Directions.\n \n \n \n \n\n\n \n Jiang, M.; Cui, P.; and Faloutsos, C.\n\n\n \n\n\n\n IEEE Intell. Syst., 31(1): 31–39. 2016.\n \n\n\n\n
\n\n\n\n \n \n \"SuspiciousPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/expert/JiangCF16,\n  author       = {Meng Jiang and\n                  Peng Cui and\n                  Christos Faloutsos},\n  title        = {Suspicious Behavior Detection: Current Trends and Future Directions},\n  journal      = {{IEEE} Intell. Syst.},\n  volume       = {31},\n  number       = {1},\n  pages        = {31--39},\n  year         = {2016},\n  url          = {https://doi.org/10.1109/MIS.2016.5},\n  doi          = {10.1109/MIS.2016.5},\n  timestamp    = {Fri, 06 Mar 2020 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/expert/JiangCF16.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Discovery of \"comet\" communities in temporal and labeled graphs Com\\(^\\mbox^2\\).\n \n \n \n \n\n\n \n Araujo, M.; Günnemann, S.; Papadimitriou, S.; Faloutsos, C.; Basu, P.; Swami, A.; Papalexakis, E. E.; and Koutra, D.\n\n\n \n\n\n\n Knowl. Inf. Syst., 46(3): 657–677. 2016.\n \n\n\n\n
\n\n\n\n \n \n \"DiscoveryPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/kais/AraujoGPFBSPK16,\n  author       = {Miguel Araujo and\n                  Stephan G{\\"{u}}nnemann and\n                  Spiros Papadimitriou and\n                  Christos Faloutsos and\n                  Prithwish Basu and\n                  Ananthram Swami and\n                  Evangelos E. Papalexakis and\n                  Danai Koutra},\n  title        = {Discovery of "comet" communities in temporal and labeled graphs Com\\({}^{\\mbox{{\\^{}}2}}\\)},\n  journal      = {Knowl. Inf. Syst.},\n  volume       = {46},\n  number       = {3},\n  pages        = {657--677},\n  year         = {2016},\n  url          = {https://doi.org/10.1007/s10115-015-0847-2},\n  doi          = {10.1007/S10115-015-0847-2},\n  timestamp    = {Mon, 26 Oct 2020 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/kais/AraujoGPFBSPK16.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Inferring lockstep behavior from connectivity pattern in large graphs.\n \n \n \n \n\n\n \n Jiang, M.; Cui, P.; Beutel, A.; Faloutsos, C.; and Yang, S.\n\n\n \n\n\n\n Knowl. Inf. Syst., 48(2): 399–428. 2016.\n \n\n\n\n
\n\n\n\n \n \n \"InferringPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/kais/JiangCBFY16,\n  author       = {Meng Jiang and\n                  Peng Cui and\n                  Alex Beutel and\n                  Christos Faloutsos and\n                  Shiqiang Yang},\n  title        = {Inferring lockstep behavior from connectivity pattern in large graphs},\n  journal      = {Knowl. Inf. Syst.},\n  volume       = {48},\n  number       = {2},\n  pages        = {399--428},\n  year         = {2016},\n  url          = {https://doi.org/10.1007/s10115-015-0883-y},\n  doi          = {10.1007/S10115-015-0883-Y},\n  timestamp    = {Fri, 30 Nov 2018 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/kais/JiangCBFY16.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Turbo-SMT: Parallel coupled sparse matrix-Tensor factorizations and applications.\n \n \n \n \n\n\n \n Papalexakis, E. E.; Mitchell, T. M.; Sidiropoulos, N. D.; Faloutsos, C.; Talukdar, P. P.; and Murphy, B.\n\n\n \n\n\n\n Stat. Anal. Data Min., 9(4): 269–290. 2016.\n \n\n\n\n
\n\n\n\n \n \n \"Turbo-SMT:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/sadm/PapalexakisMSFT16,\n  author       = {Evangelos E. Papalexakis and\n                  Tom M. Mitchell and\n                  Nicholas D. Sidiropoulos and\n                  Christos Faloutsos and\n                  Partha Pratim Talukdar and\n                  Brian Murphy},\n  title        = {Turbo-SMT: Parallel coupled sparse matrix-Tensor factorizations and\n                  applications},\n  journal      = {Stat. Anal. Data Min.},\n  volume       = {9},\n  number       = {4},\n  pages        = {269--290},\n  year         = {2016},\n  url          = {https://doi.org/10.1002/sam.11315},\n  doi          = {10.1002/SAM.11315},\n  timestamp    = {Mon, 26 Oct 2020 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/sadm/PapalexakisMSFT16.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Multimodal Data Mining in a Multimedia Database Based on Structured Max Margin Learning.\n \n \n \n \n\n\n \n Guo, Z.; Zhang, Z. (.; Xing, E. P.; and Faloutsos, C.\n\n\n \n\n\n\n ACM Trans. Knowl. Discov. Data, 10(3): 23:1–23:30. 2016.\n \n\n\n\n
\n\n\n\n \n \n \"MultimodalPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/tkdd/GuoZXF16,\n  author       = {Zhen Guo and\n                  Zhongfei (Mark) Zhang and\n                  Eric P. Xing and\n                  Christos Faloutsos},\n  title        = {Multimodal Data Mining in a Multimedia Database Based on Structured\n                  Max Margin Learning},\n  journal      = {{ACM} Trans. Knowl. Discov. Data},\n  volume       = {10},\n  number       = {3},\n  pages        = {23:1--23:30},\n  year         = {2016},\n  url          = {https://doi.org/10.1145/2742549},\n  doi          = {10.1145/2742549},\n  timestamp    = {Mon, 28 Aug 2023 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/tkdd/GuoZXF16.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n DeltaCon: Principled Massive-Graph Similarity Function with Attribution.\n \n \n \n \n\n\n \n Koutra, D.; Shah, N.; Vogelstein, J. T.; Gallagher, B.; and Faloutsos, C.\n\n\n \n\n\n\n ACM Trans. Knowl. Discov. Data, 10(3): 28:1–28:43. 2016.\n \n\n\n\n
\n\n\n\n \n \n \"DeltaCon:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/tkdd/KoutraSVGF16,\n  author       = {Danai Koutra and\n                  Neil Shah and\n                  Joshua T. Vogelstein and\n                  Brian Gallagher and\n                  Christos Faloutsos},\n  title        = {DeltaCon: Principled Massive-Graph Similarity Function with Attribution},\n  journal      = {{ACM} Trans. Knowl. Discov. Data},\n  volume       = {10},\n  number       = {3},\n  pages        = {28:1--28:43},\n  year         = {2016},\n  url          = {https://doi.org/10.1145/2824443},\n  doi          = {10.1145/2824443},\n  timestamp    = {Mon, 26 Oct 2020 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/tkdd/KoutraSVGF16.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Catching Synchronized Behaviors in Large Networks: A Graph Mining Approach.\n \n \n \n \n\n\n \n Jiang, M.; Cui, P.; Beutel, A.; Faloutsos, C.; and Yang, S.\n\n\n \n\n\n\n ACM Trans. Knowl. Discov. Data, 10(4): 35:1–35:27. 2016.\n \n\n\n\n
\n\n\n\n \n \n \"CatchingPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/tkdd/JiangCBFY16,\n  author       = {Meng Jiang and\n                  Peng Cui and\n                  Alex Beutel and\n                  Christos Faloutsos and\n                  Shiqiang Yang},\n  title        = {Catching Synchronized Behaviors in Large Networks: {A} Graph Mining\n                  Approach},\n  journal      = {{ACM} Trans. Knowl. Discov. Data},\n  volume       = {10},\n  number       = {4},\n  pages        = {35:1--35:27},\n  year         = {2016},\n  url          = {https://doi.org/10.1145/2746403},\n  doi          = {10.1145/2746403},\n  timestamp    = {Mon, 28 Aug 2023 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/tkdd/JiangCBFY16.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Eigen-Optimization on Large Graphs by Edge Manipulation.\n \n \n \n \n\n\n \n Chen, C.; Tong, H.; Prakash, B. A.; Eliassi-Rad, T.; Faloutsos, M.; and Faloutsos, C.\n\n\n \n\n\n\n ACM Trans. Knowl. Discov. Data, 10(4): 49:1–49:30. 2016.\n \n\n\n\n
\n\n\n\n \n \n \"Eigen-OptimizationPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/tkdd/ChenTPEFF16,\n  author       = {Chen Chen and\n                  Hanghang Tong and\n                  B. Aditya Prakash and\n                  Tina Eliassi{-}Rad and\n                  Michalis Faloutsos and\n                  Christos Faloutsos},\n  title        = {Eigen-Optimization on Large Graphs by Edge Manipulation},\n  journal      = {{ACM} Trans. Knowl. Discov. Data},\n  volume       = {10},\n  number       = {4},\n  pages        = {49:1--49:30},\n  year         = {2016},\n  url          = {https://doi.org/10.1145/2903148},\n  doi          = {10.1145/2903148},\n  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/tkdd/ChenTPEFF16.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Node Immunization on Large Graphs: Theory and Algorithms.\n \n \n \n \n\n\n \n Chen, C.; Tong, H.; Prakash, B. A.; Tsourakakis, C. E.; Eliassi-Rad, T.; Faloutsos, C.; and Chau, D. H.\n\n\n \n\n\n\n IEEE Trans. Knowl. Data Eng., 28(1): 113–126. 2016.\n \n\n\n\n
\n\n\n\n \n \n \"NodePaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@article{DBLP:journals/tkde/ChenTPTEFC16,\n  author       = {Chen Chen and\n                  Hanghang Tong and\n                  B. Aditya Prakash and\n                  Charalampos E. Tsourakakis and\n                  Tina Eliassi{-}Rad and\n                  Christos Faloutsos and\n                  Duen Horng Chau},\n  title        = {Node Immunization on Large Graphs: Theory and Algorithms},\n  journal      = {{IEEE} Trans. Knowl. Data Eng.},\n  volume       = {28},\n  number       = {1},\n  pages        = {113--126},\n  year         = {2016},\n  url          = {https://doi.org/10.1109/TKDE.2015.2465378},\n  doi          = {10.1109/TKDE.2015.2465378},\n  timestamp    = {Mon, 01 May 2023 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/tkde/ChenTPTEFC16.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Spotting Suspicious Behaviors in Multimodal Data: A General Metric and Algorithms.\n \n \n \n \n\n\n \n Jiang, M.; Beutel, A.; Cui, P.; Hooi, B.; Yang, S.; and Faloutsos, C.\n\n\n \n\n\n\n IEEE Trans. Knowl. Data Eng., 28(8): 2187–2200. 2016.\n \n\n\n\n
\n\n\n\n \n \n \"SpottingPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/tkde/JiangBCHYF16,\n  author       = {Meng Jiang and\n                  Alex Beutel and\n                  Peng Cui and\n                  Bryan Hooi and\n                  Shiqiang Yang and\n                  Christos Faloutsos},\n  title        = {Spotting Suspicious Behaviors in Multimodal Data: {A} General Metric\n                  and Algorithms},\n  journal      = {{IEEE} Trans. Knowl. Data Eng.},\n  volume       = {28},\n  number       = {8},\n  pages        = {2187--2200},\n  year         = {2016},\n  url          = {https://doi.org/10.1109/TKDE.2016.2555310},\n  doi          = {10.1109/TKDE.2016.2555310},\n  timestamp    = {Fri, 02 Nov 2018 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/tkde/JiangBCHYF16.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Mining billion-scale tensors: algorithms and discoveries.\n \n \n \n \n\n\n \n Jeon, I.; Papalexakis, E. E.; Faloutsos, C.; Sael, L.; and Kang, U\n\n\n \n\n\n\n VLDB J., 25(4): 519–544. 2016.\n \n\n\n\n
\n\n\n\n \n \n \"MiningPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@article{DBLP:journals/vldb/JeonPFSK16,\n  author       = {Inah Jeon and\n                  Evangelos E. Papalexakis and\n                  Christos Faloutsos and\n                  Lee Sael and\n                  U Kang},\n  title        = {Mining billion-scale tensors: algorithms and discoveries},\n  journal      = {{VLDB} J.},\n  volume       = {25},\n  number       = {4},\n  pages        = {519--544},\n  year         = {2016},\n  url          = {https://doi.org/10.1007/s00778-016-0427-4},\n  doi          = {10.1007/S00778-016-0427-4},\n  timestamp    = {Mon, 26 Oct 2020 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/vldb/JeonPFSK16.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n NimbleCore: A space-efficient external memory algorithm for estimating core numbers.\n \n \n \n \n\n\n \n Govindan, P.; Soundarajan, S.; Eliassi-Rad, T.; and Faloutsos, C.\n\n\n \n\n\n\n In Kumar, R.; Caverlee, J.; and Tong, H., editor(s), 2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2016, San Francisco, CA, USA, August 18-21, 2016, pages 207–214, 2016. IEEE Computer Society\n \n\n\n\n
\n\n\n\n \n \n \"NimbleCore:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/asunam/GovindanSEF16,\n  author       = {Priya Govindan and\n                  Sucheta Soundarajan and\n                  Tina Eliassi{-}Rad and\n                  Christos Faloutsos},\n  editor       = {Ravi Kumar and\n                  James Caverlee and\n                  Hanghang Tong},\n  title        = {NimbleCore: {A} space-efficient external memory algorithm for estimating\n                  core numbers},\n  booktitle    = {2016 {IEEE/ACM} International Conference on Advances in Social Networks\n                  Analysis and Mining, {ASONAM} 2016, San Francisco, CA, USA, August\n                  18-21, 2016},\n  pages        = {207--214},\n  publisher    = {{IEEE} Computer Society},\n  year         = {2016},\n  url          = {https://doi.org/10.1109/ASONAM.2016.7752237},\n  doi          = {10.1109/ASONAM.2016.7752237},\n  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/asunam/GovindanSEF16.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n PIN-TRUST: Fast Trust Propagation Exploiting Positive, Implicit, and Negative Information.\n \n \n \n \n\n\n \n Jang, M.; Faloutsos, C.; Kim, S.; Kang, U; and Ha, J.\n\n\n \n\n\n\n In Mukhopadhyay, S.; Zhai, C.; Bertino, E.; Crestani, F.; Mostafa, J.; Tang, J.; Si, L.; Zhou, X.; Chang, Y.; Li, Y.; and Sondhi, P., editor(s), Proceedings of the 25th ACM International Conference on Information and Knowledge Management, CIKM 2016, Indianapolis, IN, USA, October 24-28, 2016, pages 629–638, 2016. ACM\n \n\n\n\n
\n\n\n\n \n \n \"PIN-TRUST:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/cikm/JangFKKH16,\n  author       = {Min{-}Hee Jang and\n                  Christos Faloutsos and\n                  Sang{-}Wook Kim and\n                  U Kang and\n                  Jiwoon Ha},\n  editor       = {Snehasis Mukhopadhyay and\n                  ChengXiang Zhai and\n                  Elisa Bertino and\n                  Fabio Crestani and\n                  Javed Mostafa and\n                  Jie Tang and\n                  Luo Si and\n                  Xiaofang Zhou and\n                  Yi Chang and\n                  Yunyao Li and\n                  Parikshit Sondhi},\n  title        = {{PIN-TRUST:} Fast Trust Propagation Exploiting Positive, Implicit,\n                  and Negative Information},\n  booktitle    = {Proceedings of the 25th {ACM} International Conference on Information\n                  and Knowledge Management, {CIKM} 2016, Indianapolis, IN, USA, October\n                  24-28, 2016},\n  pages        = {629--638},\n  publisher    = {{ACM}},\n  year         = {2016},\n  url          = {https://doi.org/10.1145/2983323.2983753},\n  doi          = {10.1145/2983323.2983753},\n  timestamp    = {Thu, 13 Aug 2020 18:13:41 +0200},\n  biburl       = {https://dblp.org/rec/conf/cikm/JangFKKH16.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Monitoring Manhattan's traffic at 5 intersections?.\n \n \n \n \n\n\n \n Chen, S.; Yang, Y.; Faloutsos, C.; and Kovacevic, J.\n\n\n \n\n\n\n In 2016 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2016, Washington, DC, USA, December 7-9, 2016, pages 1270–1274, 2016. IEEE\n \n\n\n\n
\n\n\n\n \n \n \"MonitoringPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/globalsip/ChenYFK16,\n  author       = {Siheng Chen and\n                  Yaoqing Yang and\n                  Christos Faloutsos and\n                  Jelena Kovacevic},\n  title        = {Monitoring Manhattan's traffic at 5 intersections?},\n  booktitle    = {2016 {IEEE} Global Conference on Signal and Information Processing,\n                  GlobalSIP 2016, Washington, DC, USA, December 7-9, 2016},\n  pages        = {1270--1274},\n  publisher    = {{IEEE}},\n  year         = {2016},\n  url          = {https://doi.org/10.1109/GlobalSIP.2016.7906045},\n  doi          = {10.1109/GLOBALSIP.2016.7906045},\n  timestamp    = {Wed, 16 Oct 2019 14:14:51 +0200},\n  biburl       = {https://dblp.org/rec/conf/globalsip/ChenYFK16.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Vote-and-Comment: Modeling the Coevolution of User Interactions in Social Voting Web Sites.\n \n \n \n \n\n\n \n Costa, A. F.; Traina, A. J. M.; Jr., C. T.; and Faloutsos, C.\n\n\n \n\n\n\n In Bonchi, F.; Domingo-Ferrer, J.; Baeza-Yates, R.; Zhou, Z.; and Wu, X., editor(s), IEEE 16th International Conference on Data Mining, ICDM 2016, December 12-15, 2016, Barcelona, Spain, pages 91–100, 2016. IEEE Computer Society\n \n\n\n\n
\n\n\n\n \n \n \"Vote-and-Comment:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/icdm/CostaTTF16,\n  author       = {Alceu Ferraz Costa and\n                  Agma Juci Machado Traina and\n                  Caetano Traina Jr. and\n                  Christos Faloutsos},\n  editor       = {Francesco Bonchi and\n                  Josep Domingo{-}Ferrer and\n                  Ricardo Baeza{-}Yates and\n                  Zhi{-}Hua Zhou and\n                  Xindong Wu},\n  title        = {Vote-and-Comment: Modeling the Coevolution of User Interactions in\n                  Social Voting Web Sites},\n  booktitle    = {{IEEE} 16th International Conference on Data Mining, {ICDM} 2016,\n                  December 12-15, 2016, Barcelona, Spain},\n  pages        = {91--100},\n  publisher    = {{IEEE} Computer Society},\n  year         = {2016},\n  url          = {https://doi.org/10.1109/ICDM.2016.0020},\n  doi          = {10.1109/ICDM.2016.0020},\n  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/icdm/CostaTTF16.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Edge Weight Prediction in Weighted Signed Networks.\n \n \n \n \n\n\n \n Kumar, S.; Spezzano, F.; Subrahmanian, V. S.; and Faloutsos, C.\n\n\n \n\n\n\n In Bonchi, F.; Domingo-Ferrer, J.; Baeza-Yates, R.; Zhou, Z.; and Wu, X., editor(s), IEEE 16th International Conference on Data Mining, ICDM 2016, December 12-15, 2016, Barcelona, Spain, pages 221–230, 2016. IEEE Computer Society\n \n\n\n\n
\n\n\n\n \n \n \"EdgePaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/icdm/KumarSSF16,\n  author       = {Srijan Kumar and\n                  Francesca Spezzano and\n                  V. S. Subrahmanian and\n                  Christos Faloutsos},\n  editor       = {Francesco Bonchi and\n                  Josep Domingo{-}Ferrer and\n                  Ricardo Baeza{-}Yates and\n                  Zhi{-}Hua Zhou and\n                  Xindong Wu},\n  title        = {Edge Weight Prediction in Weighted Signed Networks},\n  booktitle    = {{IEEE} 16th International Conference on Data Mining, {ICDM} 2016,\n                  December 12-15, 2016, Barcelona, Spain},\n  pages        = {221--230},\n  publisher    = {{IEEE} Computer Society},\n  year         = {2016},\n  url          = {https://doi.org/10.1109/ICDM.2016.0033},\n  doi          = {10.1109/ICDM.2016.0033},\n  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/icdm/KumarSSF16.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n EdgeCentric: Anomaly Detection in Edge-Attributed Networks.\n \n \n \n \n\n\n \n Shah, N.; Beutel, A.; Hooi, B.; Akoglu, L.; Günnemann, S.; Makhija, D.; Kumar, M.; and Faloutsos, C.\n\n\n \n\n\n\n In Domeniconi, C.; Gullo, F.; Bonchi, F.; Domingo-Ferrer, J.; Baeza-Yates, R.; Zhou, Z.; and Wu, X., editor(s), IEEE International Conference on Data Mining Workshops, ICDM Workshops 2016, December 12-15, 2016, Barcelona, Spain, pages 327–334, 2016. IEEE Computer Society\n \n\n\n\n
\n\n\n\n \n \n \"EdgeCentric:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/icdm/ShahBHAGMKF16,\n  author       = {Neil Shah and\n                  Alex Beutel and\n                  Bryan Hooi and\n                  Leman Akoglu and\n                  Stephan G{\\"{u}}nnemann and\n                  Disha Makhija and\n                  Mohit Kumar and\n                  Christos Faloutsos},\n  editor       = {Carlotta Domeniconi and\n                  Francesco Gullo and\n                  Francesco Bonchi and\n                  Josep Domingo{-}Ferrer and\n                  Ricardo Baeza{-}Yates and\n                  Zhi{-}Hua Zhou and\n                  Xindong Wu},\n  title        = {EdgeCentric: Anomaly Detection in Edge-Attributed Networks},\n  booktitle    = {{IEEE} International Conference on Data Mining Workshops, {ICDM} Workshops\n                  2016, December 12-15, 2016, Barcelona, Spain},\n  pages        = {327--334},\n  publisher    = {{IEEE} Computer Society},\n  year         = {2016},\n  url          = {https://doi.org/10.1109/ICDMW.2016.0053},\n  doi          = {10.1109/ICDMW.2016.0053},\n  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/icdm/ShahBHAGMKF16.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n CoreScope: Graph Mining Using k-Core Analysis - Patterns, Anomalies and Algorithms.\n \n \n \n \n\n\n \n Shin, K.; Eliassi-Rad, T.; and Faloutsos, C.\n\n\n \n\n\n\n In Bonchi, F.; Domingo-Ferrer, J.; Baeza-Yates, R.; Zhou, Z.; and Wu, X., editor(s), IEEE 16th International Conference on Data Mining, ICDM 2016, December 12-15, 2016, Barcelona, Spain, pages 469–478, 2016. IEEE Computer Society\n \n\n\n\n
\n\n\n\n \n \n \"CoreScope:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/icdm/ShinEF16,\n  author       = {Kijung Shin and\n                  Tina Eliassi{-}Rad and\n                  Christos Faloutsos},\n  editor       = {Francesco Bonchi and\n                  Josep Domingo{-}Ferrer and\n                  Ricardo Baeza{-}Yates and\n                  Zhi{-}Hua Zhou and\n                  Xindong Wu},\n  title        = {CoreScope: Graph Mining Using k-Core Analysis - Patterns, Anomalies\n                  and Algorithms},\n  booktitle    = {{IEEE} 16th International Conference on Data Mining, {ICDM} 2016,\n                  December 12-15, 2016, Barcelona, Spain},\n  pages        = {469--478},\n  publisher    = {{IEEE} Computer Society},\n  year         = {2016},\n  url          = {https://doi.org/10.1109/ICDM.2016.0058},\n  doi          = {10.1109/ICDM.2016.0058},\n  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/icdm/ShinEF16.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Efficient and Distributed Algorithms for Large-Scale Generalized Canonical Correlations Analysis.\n \n \n \n \n\n\n \n Fu, X.; Huang, K.; Papalexakis, E. E.; Song, H. A.; Talukdar, P. P.; Sidiropoulos, N. D.; Faloutsos, C.; and Mitchell, T. M.\n\n\n \n\n\n\n In Bonchi, F.; Domingo-Ferrer, J.; Baeza-Yates, R.; Zhou, Z.; and Wu, X., editor(s), IEEE 16th International Conference on Data Mining, ICDM 2016, December 12-15, 2016, Barcelona, Spain, pages 871–876, 2016. IEEE Computer Society\n \n\n\n\n
\n\n\n\n \n \n \"EfficientPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/icdm/FuHPSTSFM16,\n  author       = {Xiao Fu and\n                  Kejun Huang and\n                  Evangelos E. Papalexakis and\n                  Hyun Ah Song and\n                  Partha Pratim Talukdar and\n                  Nicholas D. Sidiropoulos and\n                  Christos Faloutsos and\n                  Tom M. Mitchell},\n  editor       = {Francesco Bonchi and\n                  Josep Domingo{-}Ferrer and\n                  Ricardo Baeza{-}Yates and\n                  Zhi{-}Hua Zhou and\n                  Xindong Wu},\n  title        = {Efficient and Distributed Algorithms for Large-Scale Generalized Canonical\n                  Correlations Analysis},\n  booktitle    = {{IEEE} 16th International Conference on Data Mining, {ICDM} 2016,\n                  December 12-15, 2016, Barcelona, Spain},\n  pages        = {871--876},\n  publisher    = {{IEEE} Computer Society},\n  year         = {2016},\n  url          = {https://doi.org/10.1109/ICDM.2016.0105},\n  doi          = {10.1109/ICDM.2016.0105},\n  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/icdm/FuHPSTSFM16.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Mining Online Music Listening Trajectories.\n \n \n \n \n\n\n \n de Figueiredo, F. V. D.; Ribeiro, B.; Faloutsos, C.; Andrade, N.; and Almeida, J. M.\n\n\n \n\n\n\n In Mandel, M. I.; Devaney, J.; Turnbull, D.; and Tzanetakis, G., editor(s), Proceedings of the 17th International Society for Music Information Retrieval Conference, ISMIR 2016, New York City, United States, August 7-11, 2016, pages 688–694, 2016. \n \n\n\n\n
\n\n\n\n \n \n \"MiningPaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/ismir/FigueiredoRFAA16,\n  author       = {Flavio V. D. de Figueiredo and\n                  Bruno Ribeiro and\n                  Christos Faloutsos and\n                  Nazareno Andrade and\n                  Jussara M. Almeida},\n  editor       = {Michael I. Mandel and\n                  Johanna Devaney and\n                  Douglas Turnbull and\n                  George Tzanetakis},\n  title        = {Mining Online Music Listening Trajectories},\n  booktitle    = {Proceedings of the 17th International Society for Music Information\n                  Retrieval Conference, {ISMIR} 2016, New York City, United States,\n                  August 7-11, 2016},\n  pages        = {688--694},\n  year         = {2016},\n  url          = {https://wp.nyu.edu/ismir2016/wp-content/uploads/sites/2294/2016/07/193\\_Paper.pdf},\n  timestamp    = {Wed, 16 Feb 2022 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/ismir/FigueiredoRFAA16.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n FRAUDAR: Bounding Graph Fraud in the Face of Camouflage.\n \n \n \n \n\n\n \n Hooi, B.; Song, H. A.; Beutel, A.; Shah, N.; Shin, K.; and Faloutsos, C.\n\n\n \n\n\n\n In Krishnapuram, B.; Shah, M.; Smola, A. J.; Aggarwal, C. C.; Shen, D.; and Rastogi, R., editor(s), Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, San Francisco, CA, USA, August 13-17, 2016, pages 895–904, 2016. ACM\n \n\n\n\n
\n\n\n\n \n \n \"FRAUDAR:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/kdd/HooiSBSSF16,\n  author       = {Bryan Hooi and\n                  Hyun Ah Song and\n                  Alex Beutel and\n                  Neil Shah and\n                  Kijung Shin and\n                  Christos Faloutsos},\n  editor       = {Balaji Krishnapuram and\n                  Mohak Shah and\n                  Alexander J. Smola and\n                  Charu C. Aggarwal and\n                  Dou Shen and\n                  Rajeev Rastogi},\n  title        = {{FRAUDAR:} Bounding Graph Fraud in the Face of Camouflage},\n  booktitle    = {Proceedings of the 22nd {ACM} {SIGKDD} International Conference on\n                  Knowledge Discovery and Data Mining, San Francisco, CA, USA, August\n                  13-17, 2016},\n  pages        = {895--904},\n  publisher    = {{ACM}},\n  year         = {2016},\n  url          = {https://doi.org/10.1145/2939672.2939747},\n  doi          = {10.1145/2939672.2939747},\n  timestamp    = {Tue, 06 Nov 2018 16:59:37 +0100},\n  biburl       = {https://dblp.org/rec/conf/kdd/HooiSBSSF16.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n CatchTartan: Representing and Summarizing Dynamic Multicontextual Behaviors.\n \n \n \n \n\n\n \n Jiang, M.; Faloutsos, C.; and Han, J.\n\n\n \n\n\n\n In Krishnapuram, B.; Shah, M.; Smola, A. J.; Aggarwal, C. C.; Shen, D.; and Rastogi, R., editor(s), Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, San Francisco, CA, USA, August 13-17, 2016, pages 945–954, 2016. ACM\n \n\n\n\n
\n\n\n\n \n \n \"CatchTartan:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/kdd/JiangFH16,\n  author       = {Meng Jiang and\n                  Christos Faloutsos and\n                  Jiawei Han},\n  editor       = {Balaji Krishnapuram and\n                  Mohak Shah and\n                  Alexander J. Smola and\n                  Charu C. Aggarwal and\n                  Dou Shen and\n                  Rajeev Rastogi},\n  title        = {CatchTartan: Representing and Summarizing Dynamic Multicontextual\n                  Behaviors},\n  booktitle    = {Proceedings of the 22nd {ACM} {SIGKDD} International Conference on\n                  Knowledge Discovery and Data Mining, San Francisco, CA, USA, August\n                  13-17, 2016},\n  pages        = {945--954},\n  publisher    = {{ACM}},\n  year         = {2016},\n  url          = {https://doi.org/10.1145/2939672.2939749},\n  doi          = {10.1145/2939672.2939749},\n  timestamp    = {Tue, 06 Nov 2018 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/kdd/JiangFH16.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Come-and-Go Patterns of Group Evolution: A Dynamic Model.\n \n \n \n \n\n\n \n Zhang, T.; Cui, P.; Faloutsos, C.; Lu, Y.; Ye, H.; Zhu, W.; and Yang, S.\n\n\n \n\n\n\n In Krishnapuram, B.; Shah, M.; Smola, A. J.; Aggarwal, C. C.; Shen, D.; and Rastogi, R., editor(s), Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, San Francisco, CA, USA, August 13-17, 2016, pages 1355–1364, 2016. ACM\n \n\n\n\n
\n\n\n\n \n \n \"Come-and-GoPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/kdd/ZhangCFLY0Y16,\n  author       = {Tianyang Zhang and\n                  Peng Cui and\n                  Christos Faloutsos and\n                  Yunfei Lu and\n                  Hao Ye and\n                  Wenwu Zhu and\n                  Shiqiang Yang},\n  editor       = {Balaji Krishnapuram and\n                  Mohak Shah and\n                  Alexander J. Smola and\n                  Charu C. Aggarwal and\n                  Dou Shen and\n                  Rajeev Rastogi},\n  title        = {Come-and-Go Patterns of Group Evolution: {A} Dynamic Model},\n  booktitle    = {Proceedings of the 22nd {ACM} {SIGKDD} International Conference on\n                  Knowledge Discovery and Data Mining, San Francisco, CA, USA, August\n                  13-17, 2016},\n  pages        = {1355--1364},\n  publisher    = {{ACM}},\n  year         = {2016},\n  url          = {https://doi.org/10.1145/2939672.2939795},\n  doi          = {10.1145/2939672.2939795},\n  timestamp    = {Mon, 14 Oct 2024 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/kdd/ZhangCFLY0Y16.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Beyond Sigmoids: The NetTide Model for Social Network Growth, and Its Applications.\n \n \n \n \n\n\n \n Zang, C.; Cui, P.; and Faloutsos, C.\n\n\n \n\n\n\n In Krishnapuram, B.; Shah, M.; Smola, A. J.; Aggarwal, C. C.; Shen, D.; and Rastogi, R., editor(s), Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, San Francisco, CA, USA, August 13-17, 2016, pages 2015–2024, 2016. ACM\n \n\n\n\n
\n\n\n\n \n \n \"BeyondPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/kdd/ZangCF16,\n  author       = {Chengxi Zang and\n                  Peng Cui and\n                  Christos Faloutsos},\n  editor       = {Balaji Krishnapuram and\n                  Mohak Shah and\n                  Alexander J. Smola and\n                  Charu C. Aggarwal and\n                  Dou Shen and\n                  Rajeev Rastogi},\n  title        = {Beyond Sigmoids: The NetTide Model for Social Network Growth, and\n                  Its Applications},\n  booktitle    = {Proceedings of the 22nd {ACM} {SIGKDD} International Conference on\n                  Knowledge Discovery and Data Mining, San Francisco, CA, USA, August\n                  13-17, 2016},\n  pages        = {2015--2024},\n  publisher    = {{ACM}},\n  year         = {2016},\n  url          = {https://doi.org/10.1145/2939672.2939825},\n  doi          = {10.1145/2939672.2939825},\n  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/kdd/ZangCF16.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n \"Infect-me-not\": A user-centric and site-centric study of web-based malware.\n \n \n \n \n\n\n \n Hang, H.; Bashir, A.; Faloutsos, M.; Faloutsos, C.; and Dumitras, T.\n\n\n \n\n\n\n In 2016 IFIP Networking Conference, Networking 2016 and Workshops, Vienna, Austria, May 17-19, 2016, pages 234–242, 2016. IEEE Computer Society\n \n\n\n\n
\n\n\n\n \n \n \""Infect-me-not":Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/networking/HangBFFD16,\n  author       = {Huy Hang and\n                  Adnan Bashir and\n                  Michalis Faloutsos and\n                  Christos Faloutsos and\n                  Tudor Dumitras},\n  title        = {"Infect-me-not": {A} user-centric and site-centric study of web-based\n                  malware},\n  booktitle    = {2016 {IFIP} Networking Conference, Networking 2016 and Workshops,\n                  Vienna, Austria, May 17-19, 2016},\n  pages        = {234--242},\n  publisher    = {{IEEE} Computer Society},\n  year         = {2016},\n  url          = {https://doi.org/10.1109/IFIPNetworking.2016.7497222},\n  doi          = {10.1109/IFIPNETWORKING.2016.7497222},\n  timestamp    = {Thu, 23 Mar 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/networking/HangBFFD16.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Matrices, Compression, Learning Curves: Formulation, and the GroupNteach Algorithms.\n \n \n \n \n\n\n \n Hooi, B.; Song, H. A.; Papalexakis, E. E.; Agrawal, R.; and Faloutsos, C.\n\n\n \n\n\n\n In Bailey, J.; Khan, L.; Washio, T.; Dobbie, G.; Huang, J. Z.; and Wang, R., editor(s), Advances in Knowledge Discovery and Data Mining - 20th Pacific-Asia Conference, PAKDD 2016, Auckland, New Zealand, April 19-22, 2016, Proceedings, Part II, volume 9652, of Lecture Notes in Computer Science, pages 376–387, 2016. Springer\n \n\n\n\n
\n\n\n\n \n \n \"Matrices,Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/pakdd/HooiSPAF16,\n  author       = {Bryan Hooi and\n                  Hyun Ah Song and\n                  Evangelos E. Papalexakis and\n                  Rakesh Agrawal and\n                  Christos Faloutsos},\n  editor       = {James Bailey and\n                  Latifur Khan and\n                  Takashi Washio and\n                  Gillian Dobbie and\n                  Joshua Zhexue Huang and\n                  Ruili Wang},\n  title        = {Matrices, Compression, Learning Curves: Formulation, and the GroupNteach\n                  Algorithms},\n  booktitle    = {Advances in Knowledge Discovery and Data Mining - 20th Pacific-Asia\n                  Conference, {PAKDD} 2016, Auckland, New Zealand, April 19-22, 2016,\n                  Proceedings, Part {II}},\n  series       = {Lecture Notes in Computer Science},\n  volume       = {9652},\n  pages        = {376--387},\n  publisher    = {Springer},\n  year         = {2016},\n  url          = {https://doi.org/10.1007/978-3-319-31750-2\\_30},\n  doi          = {10.1007/978-3-319-31750-2\\_30},\n  timestamp    = {Sun, 25 Oct 2020 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/pakdd/HooiSPAF16.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n FastStep: Scalable Boolean Matrix Decomposition.\n \n \n \n \n\n\n \n Araujo, M.; Ribeiro, P. M. P.; and Faloutsos, C.\n\n\n \n\n\n\n In Bailey, J.; Khan, L.; Washio, T.; Dobbie, G.; Huang, J. Z.; and Wang, R., editor(s), Advances in Knowledge Discovery and Data Mining - 20th Pacific-Asia Conference, PAKDD 2016, Auckland, New Zealand, April 19-22, 2016, Proceedings, Part I, volume 9651, of Lecture Notes in Computer Science, pages 461–473, 2016. Springer\n \n\n\n\n
\n\n\n\n \n \n \"FastStep:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/pakdd/AraujoRF16,\n  author       = {Miguel Araujo and\n                  Pedro Manuel Pinto Ribeiro and\n                  Christos Faloutsos},\n  editor       = {James Bailey and\n                  Latifur Khan and\n                  Takashi Washio and\n                  Gillian Dobbie and\n                  Joshua Zhexue Huang and\n                  Ruili Wang},\n  title        = {FastStep: Scalable Boolean Matrix Decomposition},\n  booktitle    = {Advances in Knowledge Discovery and Data Mining - 20th Pacific-Asia\n                  Conference, {PAKDD} 2016, Auckland, New Zealand, April 19-22, 2016,\n                  Proceedings, Part {I}},\n  series       = {Lecture Notes in Computer Science},\n  volume       = {9651},\n  pages        = {461--473},\n  publisher    = {Springer},\n  year         = {2016},\n  url          = {https://doi.org/10.1007/978-3-319-31753-3\\_37},\n  doi          = {10.1007/978-3-319-31753-3\\_37},\n  timestamp    = {Tue, 14 May 2019 10:00:51 +0200},\n  biburl       = {https://dblp.org/rec/conf/pakdd/AraujoRF16.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n M-Zoom: Fast Dense-Block Detection in Tensors with Quality Guarantees.\n \n \n \n \n\n\n \n Shin, K.; Hooi, B.; and Faloutsos, C.\n\n\n \n\n\n\n In Frasconi, P.; Landwehr, N.; Manco, G.; and Vreeken, J., editor(s), Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2016, Riva del Garda, Italy, September 19-23, 2016, Proceedings, Part I, volume 9851, of Lecture Notes in Computer Science, pages 264–280, 2016. Springer\n \n\n\n\n
\n\n\n\n \n \n \"M-Zoom:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/pkdd/ShinHF16,\n  author       = {Kijung Shin and\n                  Bryan Hooi and\n                  Christos Faloutsos},\n  editor       = {Paolo Frasconi and\n                  Niels Landwehr and\n                  Giuseppe Manco and\n                  Jilles Vreeken},\n  title        = {M-Zoom: Fast Dense-Block Detection in Tensors with Quality Guarantees},\n  booktitle    = {Machine Learning and Knowledge Discovery in Databases - European Conference,\n                  {ECML} {PKDD} 2016, Riva del Garda, Italy, September 19-23, 2016,\n                  Proceedings, Part {I}},\n  series       = {Lecture Notes in Computer Science},\n  volume       = {9851},\n  pages        = {264--280},\n  publisher    = {Springer},\n  year         = {2016},\n  url          = {https://doi.org/10.1007/978-3-319-46128-1\\_17},\n  doi          = {10.1007/978-3-319-46128-1\\_17},\n  timestamp    = {Thu, 05 Dec 2019 17:07:16 +0100},\n  biburl       = {https://dblp.org/rec/conf/pkdd/ShinHF16.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n BIRDNEST: Bayesian Inference for Ratings-Fraud Detection.\n \n \n \n \n\n\n \n Hooi, B.; Shah, N.; Beutel, A.; Günnemann, S.; Akoglu, L.; Kumar, M.; Makhija, D.; and Faloutsos, C.\n\n\n \n\n\n\n In Venkatasubramanian, S. C.; and Jr., W. M., editor(s), Proceedings of the 2016 SIAM International Conference on Data Mining, Miami, Florida, USA, May 5-7, 2016, pages 495–503, 2016. SIAM\n \n\n\n\n
\n\n\n\n \n \n \"BIRDNEST:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/sdm/HooiSBGAKMF16,\n  author       = {Bryan Hooi and\n                  Neil Shah and\n                  Alex Beutel and\n                  Stephan G{\\"{u}}nnemann and\n                  Leman Akoglu and\n                  Mohit Kumar and\n                  Disha Makhija and\n                  Christos Faloutsos},\n  editor       = {Sanjay Chawla Venkatasubramanian and\n                  Wagner Meira Jr.},\n  title        = {{BIRDNEST:} Bayesian Inference for Ratings-Fraud Detection},\n  booktitle    = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,\n                  Miami, Florida, USA, May 5-7, 2016},\n  pages        = {495--503},\n  publisher    = {{SIAM}},\n  year         = {2016},\n  url          = {https://doi.org/10.1137/1.9781611974348.56},\n  doi          = {10.1137/1.9781611974348.56},\n  timestamp    = {Fri, 26 Feb 2021 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/sdm/HooiSBGAKMF16.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n CAMLP: Confidence-Aware Modulated Label Propagation.\n \n \n \n \n\n\n \n Yamaguchi, Y.; Faloutsos, C.; and Kitagawa, H.\n\n\n \n\n\n\n In Venkatasubramanian, S. C.; and Jr., W. M., editor(s), Proceedings of the 2016 SIAM International Conference on Data Mining, Miami, Florida, USA, May 5-7, 2016, pages 513–521, 2016. SIAM\n \n\n\n\n
\n\n\n\n \n \n \"CAMLP:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/sdm/YamaguchiFK16,\n  author       = {Yuto Yamaguchi and\n                  Christos Faloutsos and\n                  Hiroyuki Kitagawa},\n  editor       = {Sanjay Chawla Venkatasubramanian and\n                  Wagner Meira Jr.},\n  title        = {{CAMLP:} Confidence-Aware Modulated Label Propagation},\n  booktitle    = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,\n                  Miami, Florida, USA, May 5-7, 2016},\n  pages        = {513--521},\n  publisher    = {{SIAM}},\n  year         = {2016},\n  url          = {https://doi.org/10.1137/1.9781611974348.58},\n  doi          = {10.1137/1.9781611974348.58},\n  timestamp    = {Wed, 17 May 2017 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/sdm/YamaguchiFK16.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n On Skewed Multi-dimensional Distributions: the FusionRP Model, Algorithms, and Discoveries.\n \n \n \n \n\n\n \n Pillutla, V. K.; Fang, Z.; Devineni, P.; Faloutsos, C.; Koutra, D.; and Tang, J.\n\n\n \n\n\n\n In Venkatasubramanian, S. C.; and Jr., W. M., editor(s), Proceedings of the 2016 SIAM International Conference on Data Mining, Miami, Florida, USA, May 5-7, 2016, pages 783–791, 2016. SIAM\n \n\n\n\n
\n\n\n\n \n \n \"OnPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/sdm/PillutlaFDFKT16,\n  author       = {Venkata Krishna Pillutla and\n                  Zhanpeng Fang and\n                  Pravallika Devineni and\n                  Christos Faloutsos and\n                  Danai Koutra and\n                  Jie Tang},\n  editor       = {Sanjay Chawla Venkatasubramanian and\n                  Wagner Meira Jr.},\n  title        = {On Skewed Multi-dimensional Distributions: the FusionRP Model, Algorithms,\n                  and Discoveries},\n  booktitle    = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,\n                  Miami, Florida, USA, May 5-7, 2016},\n  pages        = {783--791},\n  publisher    = {{SIAM}},\n  year         = {2016},\n  url          = {https://doi.org/10.1137/1.9781611974348.88},\n  doi          = {10.1137/1.9781611974348.88},\n  timestamp    = {Sun, 01 Jul 2018 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/sdm/PillutlaFDFKT16.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n TribeFlow: Mining & Predicting User Trajectories.\n \n \n \n \n\n\n \n de Figueiredo, F. V. D.; Ribeiro, B.; Almeida, J. M.; and Faloutsos, C.\n\n\n \n\n\n\n In Bourdeau, J.; Hendler, J.; Nkambou, R.; Horrocks, I.; and Zhao, B. Y., editor(s), Proceedings of the 25th International Conference on World Wide Web, WWW 2016, Montreal, Canada, April 11 - 15, 2016, pages 695–706, 2016. ACM\n \n\n\n\n
\n\n\n\n \n \n \"TribeFlow:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/www/FigueiredoRAF16,\n  author       = {Flavio V. D. de Figueiredo and\n                  Bruno Ribeiro and\n                  Jussara M. Almeida and\n                  Christos Faloutsos},\n  editor       = {Jacqueline Bourdeau and\n                  Jim Hendler and\n                  Roger Nkambou and\n                  Ian Horrocks and\n                  Ben Y. Zhao},\n  title        = {TribeFlow: Mining {\\&} Predicting User Trajectories},\n  booktitle    = {Proceedings of the 25th International Conference on World Wide Web,\n                  {WWW} 2016, Montreal, Canada, April 11 - 15, 2016},\n  pages        = {695--706},\n  publisher    = {{ACM}},\n  year         = {2016},\n  url          = {https://doi.org/10.1145/2872427.2883059},\n  doi          = {10.1145/2872427.2883059},\n  timestamp    = {Tue, 12 Apr 2022 14:46:29 +0200},\n  biburl       = {https://dblp.org/rec/conf/www/FigueiredoRAF16.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Non-Linear Mining of Competing Local Activities.\n \n \n \n \n\n\n \n Matsubara, Y.; Sakurai, Y.; and Faloutsos, C.\n\n\n \n\n\n\n In Bourdeau, J.; Hendler, J.; Nkambou, R.; Horrocks, I.; and Zhao, B. Y., editor(s), Proceedings of the 25th International Conference on World Wide Web, WWW 2016, Montreal, Canada, April 11 - 15, 2016, pages 737–747, 2016. ACM\n \n\n\n\n
\n\n\n\n \n \n \"Non-LinearPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/www/MatsubaraSF16,\n  author       = {Yasuko Matsubara and\n                  Yasushi Sakurai and\n                  Christos Faloutsos},\n  editor       = {Jacqueline Bourdeau and\n                  Jim Hendler and\n                  Roger Nkambou and\n                  Ian Horrocks and\n                  Ben Y. Zhao},\n  title        = {Non-Linear Mining of Competing Local Activities},\n  booktitle    = {Proceedings of the 25th International Conference on World Wide Web,\n                  {WWW} 2016, Montreal, Canada, April 11 - 15, 2016},\n  pages        = {737--747},\n  publisher    = {{ACM}},\n  year         = {2016},\n  url          = {https://doi.org/10.1145/2872427.2883010},\n  doi          = {10.1145/2872427.2883010},\n  timestamp    = {Tue, 06 Nov 2018 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/www/MatsubaraSF16.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Mining Big Time-series Data on the Web.\n \n \n \n \n\n\n \n Sakurai, Y.; Matsubara, Y.; and Faloutsos, C.\n\n\n \n\n\n\n In Bourdeau, J.; Hendler, J.; Nkambou, R.; Horrocks, I.; and Zhao, B. Y., editor(s), Proceedings of the 25th International Conference on World Wide Web, WWW 2016, Montreal, Canada, April 11-15, 2016, Companion Volume, pages 1029–1032, 2016. ACM\n \n\n\n\n
\n\n\n\n \n \n \"MiningPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/www/SakuraiMF16,\n  author       = {Yasushi Sakurai and\n                  Yasuko Matsubara and\n                  Christos Faloutsos},\n  editor       = {Jacqueline Bourdeau and\n                  Jim Hendler and\n                  Roger Nkambou and\n                  Ian Horrocks and\n                  Ben Y. Zhao},\n  title        = {Mining Big Time-series Data on the Web},\n  booktitle    = {Proceedings of the 25th International Conference on World Wide Web,\n                  {WWW} 2016, Montreal, Canada, April 11-15, 2016, Companion Volume},\n  pages        = {1029--1032},\n  publisher    = {{ACM}},\n  year         = {2016},\n  url          = {https://doi.org/10.1145/2872518.2891061},\n  doi          = {10.1145/2872518.2891061},\n  timestamp    = {Tue, 12 Apr 2022 14:46:29 +0200},\n  biburl       = {https://dblp.org/rec/conf/www/SakuraiMF16.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Adaptive, Automatic Stream Mining.\n \n \n \n \n\n\n \n Papadimitriou, S.; Brockwell, A.; and Faloutsos, C.\n\n\n \n\n\n\n In Garofalakis, M. N.; Gehrke, J.; and Rastogi, R., editor(s), Data Stream Management - Processing High-Speed Data Streams, of Data-Centric Systems and Applications, pages 499–528. Springer, 2016.\n \n\n\n\n
\n\n\n\n \n \n \"Adaptive,Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@incollection{DBLP:books/sp/16/PapadimitriouBF16,\n  author       = {Spiros Papadimitriou and\n                  Anthony Brockwell and\n                  Christos Faloutsos},\n  editor       = {Minos N. Garofalakis and\n                  Johannes Gehrke and\n                  Rajeev Rastogi},\n  title        = {Adaptive, Automatic Stream Mining},\n  booktitle    = {Data Stream Management - Processing High-Speed Data Streams},\n  series       = {Data-Centric Systems and Applications},\n  pages        = {499--528},\n  publisher    = {Springer},\n  year         = {2016},\n  url          = {https://doi.org/10.1007/978-3-540-28608-0\\_24},\n  doi          = {10.1007/978-3-540-28608-0\\_24},\n  timestamp    = {Sun, 06 Oct 2024 20:54:53 +0200},\n  biburl       = {https://dblp.org/rec/books/sp/16/PapadimitriouBF16.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n M3A: Model, MetaModel, and Anomaly Detection in Web Searches.\n \n \n \n \n\n\n \n Juan, D.; Shah, N.; Tang, M.; Qian, Z.; Marculescu, D.; and Faloutsos, C.\n\n\n \n\n\n\n CoRR, abs/1606.05978. 2016.\n \n\n\n\n
\n\n\n\n \n \n \"M3A:Paper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/corr/JuanSTQMF16,\n  author       = {Da{-}Cheng Juan and\n                  Neil Shah and\n                  Mingyu Tang and\n                  Zhiliang Qian and\n                  Diana Marculescu and\n                  Christos Faloutsos},\n  title        = {{M3A:} Model, MetaModel, and Anomaly Detection in Web Searches},\n  journal      = {CoRR},\n  volume       = {abs/1606.05978},\n  year         = {2016},\n  url          = {http://arxiv.org/abs/1606.05978},\n  eprinttype    = {arXiv},\n  eprint       = {1606.05978},\n  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/corr/JuanSTQMF16.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Tensor Decomposition for Signal Processing and Machine Learning.\n \n \n \n \n\n\n \n Sidiropoulos, N. D.; Lathauwer, L. D.; Fu, X.; Huang, K.; Papalexakis, E. E.; and Faloutsos, C.\n\n\n \n\n\n\n CoRR, abs/1607.01668. 2016.\n \n\n\n\n
\n\n\n\n \n \n \"TensorPaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/corr/SidiropoulosLFH16,\n  author       = {Nicholas D. Sidiropoulos and\n                  Lieven De Lathauwer and\n                  Xiao Fu and\n                  Kejun Huang and\n                  Evangelos E. Papalexakis and\n                  Christos Faloutsos},\n  title        = {Tensor Decomposition for Signal Processing and Machine Learning},\n  journal      = {CoRR},\n  volume       = {abs/1607.01668},\n  year         = {2016},\n  url          = {http://arxiv.org/abs/1607.01668},\n  eprinttype    = {arXiv},\n  eprint       = {1607.01668},\n  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/corr/SidiropoulosLFH16.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n PNP: Fast Path Ensemble Method for Movie Design.\n \n \n \n \n\n\n \n Koutra, D.; Dighe, A.; Bhagat, S.; Weinsberg, U.; Ioannidis, S.; Faloutsos, C.; and Bolot, J.\n\n\n \n\n\n\n CoRR, abs/1611.02388. 2016.\n \n\n\n\n
\n\n\n\n \n \n \"PNP:Paper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/corr/KoutraDBWIFB16,\n  author       = {Danai Koutra and\n                  Abhilash Dighe and\n                  Smriti Bhagat and\n                  Udi Weinsberg and\n                  Stratis Ioannidis and\n                  Christos Faloutsos and\n                  Jean Bolot},\n  title        = {{PNP:} Fast Path Ensemble Method for Movie Design},\n  journal      = {CoRR},\n  volume       = {abs/1611.02388},\n  year         = {2016},\n  url          = {http://arxiv.org/abs/1611.02388},\n  eprinttype    = {arXiv},\n  eprint       = {1611.02388},\n  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/corr/KoutraDBWIFB16.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n  \n 2015\n \n \n (39)\n \n \n
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\n \n\n \n \n \n \n \n \n MassExodus: modeling evolving networks in harsh environments.\n \n \n \n \n\n\n \n Navlakha, S.; Faloutsos, C.; and Bar-Joseph, Z.\n\n\n \n\n\n\n Data Min. Knowl. Discov., 29(5): 1211–1232. 2015.\n \n\n\n\n
\n\n\n\n \n \n \"MassExodus:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/datamine/NavlakhaFB15,\n  author       = {Saket Navlakha and\n                  Christos Faloutsos and\n                  Ziv Bar{-}Joseph},\n  title        = {MassExodus: modeling evolving networks in harsh environments},\n  journal      = {Data Min. Knowl. Discov.},\n  volume       = {29},\n  number       = {5},\n  pages        = {1211--1232},\n  year         = {2015},\n  url          = {https://doi.org/10.1007/s10618-014-0399-1},\n  doi          = {10.1007/S10618-014-0399-1},\n  timestamp    = {Wed, 14 Nov 2018 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/datamine/NavlakhaFB15.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n An analysis on information diffusion through BlogCast in a blogosphere.\n \n \n \n \n\n\n \n Ha, J.; Kim, S.; Faloutsos, C.; and Park, S.\n\n\n \n\n\n\n Inf. Sci., 290: 45–62. 2015.\n \n\n\n\n
\n\n\n\n \n \n \"AnPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/isci/HaKKFP15,\n  author       = {Jiwoon Ha and\n                  Sang{-}Wook Kim and\n                  Christos Faloutsos and\n                  Sunju Park},\n  title        = {An analysis on information diffusion through BlogCast in a blogosphere},\n  journal      = {Inf. Sci.},\n  volume       = {290},\n  pages        = {45--62},\n  year         = {2015},\n  url          = {https://doi.org/10.1016/j.ins.2014.08.042},\n  doi          = {10.1016/J.INS.2014.08.042},\n  timestamp    = {Sat, 05 Sep 2020 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/isci/HaKKFP15.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Estimating robustness in large social graphs.\n \n \n \n \n\n\n \n Malliaros, F. D.; Megalooikonomou, V.; and Faloutsos, C.\n\n\n \n\n\n\n Knowl. Inf. Syst., 45(3): 645–678. 2015.\n \n\n\n\n
\n\n\n\n \n \n \"EstimatingPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/kais/MalliarosMF15,\n  author       = {Fragkiskos D. Malliaros and\n                  Vasileios Megalooikonomou and\n                  Christos Faloutsos},\n  title        = {Estimating robustness in large social graphs},\n  journal      = {Knowl. Inf. Syst.},\n  volume       = {45},\n  number       = {3},\n  pages        = {645--678},\n  year         = {2015},\n  url          = {https://doi.org/10.1007/s10115-014-0810-7},\n  doi          = {10.1007/S10115-014-0810-7},\n  timestamp    = {Sun, 28 May 2017 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/kais/MalliarosMF15.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Linearized and Single-Pass Belief Propagation.\n \n \n \n \n\n\n \n Gatterbauer, W.; Günnemann, S.; Koutra, D.; and Faloutsos, C.\n\n\n \n\n\n\n Proc. VLDB Endow., 8(5): 581–592. 2015.\n \n\n\n\n
\n\n\n\n \n \n \"LinearizedPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/pvldb/GatterbauerGKF15,\n  author       = {Wolfgang Gatterbauer and\n                  Stephan G{\\"{u}}nnemann and\n                  Danai Koutra and\n                  Christos Faloutsos},\n  title        = {Linearized and Single-Pass Belief Propagation},\n  journal      = {Proc. {VLDB} Endow.},\n  volume       = {8},\n  number       = {5},\n  pages        = {581--592},\n  year         = {2015},\n  url          = {http://www.vldb.org/pvldb/vol8/p581-gatterbauer.pdf},\n  doi          = {10.14778/2735479.2735490},\n  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/pvldb/GatterbauerGKF15.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Perseus: An Interactive Large-Scale Graph Mining and Visualization Tool.\n \n \n \n \n\n\n \n Koutra, D.; Jin, D.; Ning, Y.; and Faloutsos, C.\n\n\n \n\n\n\n Proc. VLDB Endow., 8(12): 1924–1927. 2015.\n \n\n\n\n
\n\n\n\n \n \n \"Perseus:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/pvldb/KoutraJNF15,\n  author       = {Danai Koutra and\n                  Di Jin and\n                  Yuanshi Ning and\n                  Christos Faloutsos},\n  title        = {Perseus: An Interactive Large-Scale Graph Mining and Visualization\n                  Tool},\n  journal      = {Proc. {VLDB} Endow.},\n  volume       = {8},\n  number       = {12},\n  pages        = {1924--1927},\n  year         = {2015},\n  url          = {http://www.vldb.org/pvldb/vol8/p1924-koutra.pdf},\n  doi          = {10.14778/2824032.2824102},\n  timestamp    = {Sun, 19 Jan 2025 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/pvldb/KoutraJNF15.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Summarizing and understanding large graphs.\n \n \n \n \n\n\n \n Koutra, D.; Kang, U; Vreeken, J.; and Faloutsos, C.\n\n\n \n\n\n\n Stat. Anal. Data Min., 8(3): 183–202. 2015.\n \n\n\n\n
\n\n\n\n \n \n \"SummarizingPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/sadm/KoutraKVF15,\n  author       = {Danai Koutra and\n                  U Kang and\n                  Jilles Vreeken and\n                  Christos Faloutsos},\n  title        = {Summarizing and understanding large graphs},\n  journal      = {Stat. Anal. Data Min.},\n  volume       = {8},\n  number       = {3},\n  pages        = {183--202},\n  year         = {2015},\n  url          = {https://doi.org/10.1002/sam.11267},\n  doi          = {10.1002/SAM.11267},\n  timestamp    = {Sun, 19 Jan 2025 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/sadm/KoutraKVF15.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Universal and Distinct Properties of Communication Dynamics: How to Generate Realistic Inter-event Times.\n \n \n \n \n\n\n \n de Melo, P. O. S. V.; Faloutsos, C.; Assunção, R. M.; Alves, R.; and Loureiro, A. A. F.\n\n\n \n\n\n\n ACM Trans. Knowl. Discov. Data, 9(3): 24:1–24:31. 2015.\n \n\n\n\n
\n\n\n\n \n \n \"UniversalPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/tkdd/MeloFAAL15,\n  author       = {Pedro O. S. Vaz de Melo and\n                  Christos Faloutsos and\n                  Renato M. Assun{\\c{c}}{\\~{a}}o and\n                  Rodrigo Alves and\n                  Antonio A. F. Loureiro},\n  title        = {Universal and Distinct Properties of Communication Dynamics: How to\n                  Generate Realistic Inter-event Times},\n  journal      = {{ACM} Trans. Knowl. Discov. Data},\n  volume       = {9},\n  number       = {3},\n  pages        = {24:1--24:31},\n  year         = {2015},\n  url          = {https://doi.org/10.1145/2700399},\n  doi          = {10.1145/2700399},\n  timestamp    = {Mon, 26 Jun 2023 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/tkdd/MeloFAAL15.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n ParCube: Sparse Parallelizable CANDECOMP-PARAFAC Tensor Decomposition.\n \n \n \n \n\n\n \n Papalexakis, E. E.; Faloutsos, C.; and Sidiropoulos, N. D.\n\n\n \n\n\n\n ACM Trans. Knowl. Discov. Data, 10(1): 3:1–3:25. 2015.\n \n\n\n\n
\n\n\n\n \n \n \"ParCube:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/tkdd/PapalexakisFS15,\n  author       = {Evangelos E. Papalexakis and\n                  Christos Faloutsos and\n                  Nicholas D. Sidiropoulos},\n  title        = {ParCube: Sparse Parallelizable {CANDECOMP-PARAFAC} Tensor Decomposition},\n  journal      = {{ACM} Trans. Knowl. Discov. Data},\n  volume       = {10},\n  number       = {1},\n  pages        = {3:1--3:25},\n  year         = {2015},\n  url          = {https://doi.org/10.1145/2729980},\n  doi          = {10.1145/2729980},\n  timestamp    = {Mon, 26 Oct 2020 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/tkdd/PapalexakisFS15.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n OMNI-Prop: Seamless Node Classification on Arbitrary Label Correlation.\n \n \n \n \n\n\n \n Yamaguchi, Y.; Faloutsos, C.; and Kitagawa, H.\n\n\n \n\n\n\n In Bonet, B.; and Koenig, S., editor(s), Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, January 25-30, 2015, Austin, Texas, USA, pages 3122–3128, 2015. AAAI Press\n \n\n\n\n
\n\n\n\n \n \n \"OMNI-Prop:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/aaai/YamaguchiFK15,\n  author       = {Yuto Yamaguchi and\n                  Christos Faloutsos and\n                  Hiroyuki Kitagawa},\n  editor       = {Blai Bonet and\n                  Sven Koenig},\n  title        = {OMNI-Prop: Seamless Node Classification on Arbitrary Label Correlation},\n  booktitle    = {Proceedings of the Twenty-Ninth {AAAI} Conference on Artificial Intelligence,\n                  January 25-30, 2015, Austin, Texas, {USA}},\n  pages        = {3122--3128},\n  publisher    = {{AAAI} Press},\n  year         = {2015},\n  url          = {https://doi.org/10.1609/aaai.v29i1.9555},\n  doi          = {10.1609/AAAI.V29I1.9555},\n  timestamp    = {Mon, 18 Sep 2023 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/aaai/YamaguchiFK15.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n If walls could talk: Patterns and anomalies in Facebook wallposts.\n \n \n \n \n\n\n \n Devineni, P.; Koutra, D.; Faloutsos, M.; and Faloutsos, C.\n\n\n \n\n\n\n In Pei, J.; Silvestri, F.; and Tang, J., editor(s), Proceedings of the 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2015, Paris, France, August 25 - 28, 2015, pages 367–374, 2015. ACM\n \n\n\n\n
\n\n\n\n \n \n \"IfPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/asunam/DevineniKFF15,\n  author       = {Pravallika Devineni and\n                  Danai Koutra and\n                  Michalis Faloutsos and\n                  Christos Faloutsos},\n  editor       = {Jian Pei and\n                  Fabrizio Silvestri and\n                  Jie Tang},\n  title        = {If walls could talk: Patterns and anomalies in Facebook wallposts},\n  booktitle    = {Proceedings of the 2015 {IEEE/ACM} International Conference on Advances\n                  in Social Networks Analysis and Mining, {ASONAM} 2015, Paris, France,\n                  August 25 - 28, 2015},\n  pages        = {367--374},\n  publisher    = {{ACM}},\n  year         = {2015},\n  url          = {https://doi.org/10.1145/2808797.2808880},\n  doi          = {10.1145/2808797.2808880},\n  timestamp    = {Thu, 11 Mar 2021 17:04:51 +0100},\n  biburl       = {https://dblp.org/rec/conf/asunam/DevineniKFF15.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Scalable community discovery from multi-faceted graphs.\n \n \n \n \n\n\n \n Metwally, A.; Pan, J.; Doan, M.; and Faloutsos, C.\n\n\n \n\n\n\n In 2015 IEEE International Conference on Big Data (IEEE BigData 2015), Santa Clara, CA, USA, October 29 - November 1, 2015, pages 1053–1062, 2015. IEEE Computer Society\n \n\n\n\n
\n\n\n\n \n \n \"ScalablePaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/bigdataconf/MetwallyPDF15,\n  author       = {Ahmed Metwally and\n                  Jia{-}Yu Pan and\n                  Minh Doan and\n                  Christos Faloutsos},\n  title        = {Scalable community discovery from multi-faceted graphs},\n  booktitle    = {2015 {IEEE} International Conference on Big Data {(IEEE} BigData 2015),\n                  Santa Clara, CA, USA, October 29 - November 1, 2015},\n  pages        = {1053--1062},\n  publisher    = {{IEEE} Computer Society},\n  year         = {2015},\n  url          = {https://doi.org/10.1109/BigData.2015.7363859},\n  doi          = {10.1109/BIGDATA.2015.7363859},\n  timestamp    = {Fri, 19 Nov 2021 16:08:20 +0100},\n  biburl       = {https://dblp.org/rec/conf/bigdataconf/MetwallyPDF15.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Location based Social Network analysis using Tensors and Signal Processing tools.\n \n \n \n \n\n\n \n Papalexakis, E. E.; Pelechrinis, K.; and Faloutsos, C.\n\n\n \n\n\n\n In 6th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, CAMSAP 2015, Cancun, Mexico, December 13-16, 2015, pages 93–96, 2015. IEEE\n \n\n\n\n
\n\n\n\n \n \n \"LocationPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/camsap/PapalexakisPF15,\n  author       = {Evangelos E. Papalexakis and\n                  Konstantinos Pelechrinis and\n                  Christos Faloutsos},\n  title        = {Location based Social Network analysis using Tensors and Signal Processing\n                  tools},\n  booktitle    = {6th {IEEE} International Workshop on Computational Advances in Multi-Sensor\n                  Adaptive Processing, {CAMSAP} 2015, Cancun, Mexico, December 13-16,\n                  2015},\n  pages        = {93--96},\n  publisher    = {{IEEE}},\n  year         = {2015},\n  url          = {https://doi.org/10.1109/CAMSAP.2015.7383744},\n  doi          = {10.1109/CAMSAP.2015.7383744},\n  timestamp    = {Sun, 25 Oct 2020 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/camsap/PapalexakisPF15.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Fraud Detection through Graph-Based User Behavior Modeling.\n \n \n \n \n\n\n \n Beutel, A.; Akoglu, L.; and Faloutsos, C.\n\n\n \n\n\n\n In Ray, I.; Li, N.; and Kruegel, C., editor(s), Proceedings of the 22nd ACM SIGSAC Conference on Computer and Communications Security, Denver, CO, USA, October 12-16, 2015, pages 1696–1697, 2015. ACM\n \n\n\n\n
\n\n\n\n \n \n \"FraudPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/ccs/BeutelAF15,\n  author       = {Alex Beutel and\n                  Leman Akoglu and\n                  Christos Faloutsos},\n  editor       = {Indrajit Ray and\n                  Ninghui Li and\n                  Christopher Kruegel},\n  title        = {Fraud Detection through Graph-Based User Behavior Modeling},\n  booktitle    = {Proceedings of the 22nd {ACM} {SIGSAC} Conference on Computer and\n                  Communications Security, Denver, CO, USA, October 12-16, 2015},\n  pages        = {1696--1697},\n  publisher    = {{ACM}},\n  year         = {2015},\n  url          = {https://doi.org/10.1145/2810103.2812702},\n  doi          = {10.1145/2810103.2812702},\n  timestamp    = {Tue, 10 Nov 2020 19:58:09 +0100},\n  biburl       = {https://dblp.org/rec/conf/ccs/BeutelAF15.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Machine Beats Experts: Automatic Discovery of Skill Models for Data-Driven Online Courseware Refinement.\n \n \n \n \n\n\n \n Matsuda, N.; Furukawa, T.; Bier, N. L.; and Faloutsos, C.\n\n\n \n\n\n\n In Santos, O. C.; Boticario, J.; Romero, C.; Pechenizkiy, M.; Merceron, A.; Mitros, P.; Luna, J. M.; Mihaescu, M. C.; Moreno, P.; Hershkovitz, A.; Ventura, S.; and Desmarais, M. C., editor(s), Proceedings of the 8th International Conference on Educational Data Mining, EDM 2015, Madrid, Spain, June 26-29, 2015, pages 101–108, 2015. International Educational Data Mining Society (IEDMS)\n \n\n\n\n
\n\n\n\n \n \n \"MachinePaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/edm/MatsudaFBF15,\n  author       = {Noboru Matsuda and\n                  Tadanobu Furukawa and\n                  Norman L. Bier and\n                  Christos Faloutsos},\n  editor       = {Olga C. Santos and\n                  Jesus Boticario and\n                  Crist{\\'{o}}bal Romero and\n                  Mykola Pechenizkiy and\n                  Agathe Merceron and\n                  Piotr Mitros and\n                  Jos{\\'{e}} Mar{\\'{\\i}}a Luna and\n                  Marian Cristian Mihaescu and\n                  Pablo Moreno and\n                  Arnon Hershkovitz and\n                  Sebasti{\\'{a}}n Ventura and\n                  Michel C. Desmarais},\n  title        = {Machine Beats Experts: Automatic Discovery of Skill Models for Data-Driven\n                  Online Courseware Refinement},\n  booktitle    = {Proceedings of the 8th International Conference on Educational Data\n                  Mining, {EDM} 2015, Madrid, Spain, June 26-29, 2015},\n  pages        = {101--108},\n  publisher    = {International Educational Data Mining Society {(IEDMS)}},\n  year         = {2015},\n  url          = {http://www.educationaldatamining.org/EDM2015/proceedings/full101-108.pdf},\n  timestamp    = {Tue, 23 Aug 2022 09:19:48 +0200},\n  biburl       = {https://dblp.org/rec/conf/edm/MatsudaFBF15.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Translation Invariant Word Embeddings.\n \n \n \n \n\n\n \n Huang, K.; Gardner, M.; Papalexakis, E. E.; Faloutsos, C.; Sidiropoulos, N. D.; Mitchell, T. M.; Talukdar, P. P.; and Fu, X.\n\n\n \n\n\n\n In Màrquez, L.; Callison-Burch, C.; Su, J.; Pighin, D.; and Marton, Y., editor(s), Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, EMNLP 2015, Lisbon, Portugal, September 17-21, 2015, pages 1084–1088, 2015. The Association for Computational Linguistics\n \n\n\n\n
\n\n\n\n \n \n \"TranslationPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/emnlp/HuangGPFSMTF15,\n  author       = {Kejun Huang and\n                  Matt Gardner and\n                  Evangelos E. Papalexakis and\n                  Christos Faloutsos and\n                  Nikos D. Sidiropoulos and\n                  Tom M. Mitchell and\n                  Partha Pratim Talukdar and\n                  Xiao Fu},\n  editor       = {Llu{\\'{\\i}}s M{\\`{a}}rquez and\n                  Chris Callison{-}Burch and\n                  Jian Su and\n                  Daniele Pighin and\n                  Yuval Marton},\n  title        = {Translation Invariant Word Embeddings},\n  booktitle    = {Proceedings of the 2015 Conference on Empirical Methods in Natural\n                  Language Processing, {EMNLP} 2015, Lisbon, Portugal, September 17-21,\n                  2015},\n  pages        = {1084--1088},\n  publisher    = {The Association for Computational Linguistics},\n  year         = {2015},\n  url          = {https://doi.org/10.18653/v1/d15-1127},\n  doi          = {10.18653/V1/D15-1127},\n  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/emnlp/HuangGPFSMTF15.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Fast efficient and scalable Core Consistency Diagnostic for the parafac decomposition for big sparse tensors.\n \n \n \n \n\n\n \n Papalexakis, E. E.; and Faloutsos, C.\n\n\n \n\n\n\n In 2015 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2015, South Brisbane, Queensland, Australia, April 19-24, 2015, pages 5441–5445, 2015. IEEE\n \n\n\n\n
\n\n\n\n \n \n \"FastPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/icassp/PapalexakisF15,\n  author       = {Evangelos E. Papalexakis and\n                  Christos Faloutsos},\n  title        = {Fast efficient and scalable Core Consistency Diagnostic for the parafac\n                  decomposition for big sparse tensors},\n  booktitle    = {2015 {IEEE} International Conference on Acoustics, Speech and Signal\n                  Processing, {ICASSP} 2015, South Brisbane, Queensland, Australia,\n                  April 19-24, 2015},\n  pages        = {5441--5445},\n  publisher    = {{IEEE}},\n  year         = {2015},\n  url          = {https://doi.org/10.1109/ICASSP.2015.7179011},\n  doi          = {10.1109/ICASSP.2015.7179011},\n  timestamp    = {Sun, 25 Oct 2020 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/icassp/PapalexakisF15.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n HaTen2: Billion-scale tensor decompositions.\n \n \n \n \n\n\n \n Jeon, I.; Papalexakis, E. E.; Kang, U; and Faloutsos, C.\n\n\n \n\n\n\n In Gehrke, J.; Lehner, W.; Shim, K.; Cha, S. K.; and Lohman, G. M., editor(s), 31st IEEE International Conference on Data Engineering, ICDE 2015, Seoul, South Korea, April 13-17, 2015, pages 1047–1058, 2015. IEEE Computer Society\n \n\n\n\n
\n\n\n\n \n \n \"HaTen2:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/icde/JeonPKF15,\n  author       = {Inah Jeon and\n                  Evangelos E. Papalexakis and\n                  U Kang and\n                  Christos Faloutsos},\n  editor       = {Johannes Gehrke and\n                  Wolfgang Lehner and\n                  Kyuseok Shim and\n                  Sang Kyun Cha and\n                  Guy M. Lohman},\n  title        = {HaTen2: Billion-scale tensor decompositions},\n  booktitle    = {31st {IEEE} International Conference on Data Engineering, {ICDE} 2015,\n                  Seoul, South Korea, April 13-17, 2015},\n  pages        = {1047--1058},\n  publisher    = {{IEEE} Computer Society},\n  year         = {2015},\n  url          = {https://doi.org/10.1109/ICDE.2015.7113355},\n  doi          = {10.1109/ICDE.2015.7113355},\n  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/icde/JeonPKF15.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Automatic Taxonomy Extraction from Bipartite Graphs.\n \n \n \n \n\n\n \n Kötter, T.; Günnemann, S.; Berthold, M. R.; and Faloutsos, C.\n\n\n \n\n\n\n In Aggarwal, C. C.; Zhou, Z.; Tuzhilin, A.; Xiong, H.; and Wu, X., editor(s), 2015 IEEE International Conference on Data Mining, ICDM 2015, Atlantic City, NJ, USA, November 14-17, 2015, pages 221–230, 2015. IEEE Computer Society\n \n\n\n\n
\n\n\n\n \n \n \"AutomaticPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/icdm/KotterGBF15,\n  author       = {Tobias K{\\"{o}}tter and\n                  Stephan G{\\"{u}}nnemann and\n                  Michael R. Berthold and\n                  Christos Faloutsos},\n  editor       = {Charu C. Aggarwal and\n                  Zhi{-}Hua Zhou and\n                  Alexander Tuzhilin and\n                  Hui Xiong and\n                  Xindong Wu},\n  title        = {Automatic Taxonomy Extraction from Bipartite Graphs},\n  booktitle    = {2015 {IEEE} International Conference on Data Mining, {ICDM} 2015,\n                  Atlantic City, NJ, USA, November 14-17, 2015},\n  pages        = {221--230},\n  publisher    = {{IEEE} Computer Society},\n  year         = {2015},\n  url          = {https://doi.org/10.1109/ICDM.2015.24},\n  doi          = {10.1109/ICDM.2015.24},\n  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/icdm/KotterGBF15.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Education, Learning and Information Theory.\n \n \n \n \n\n\n \n Hooi, B.; Song, H. A.; Papalexakis, E. E.; Agrawal, R.; and Faloutsos, C.\n\n\n \n\n\n\n In IEEE International Conference on Data Mining Workshop, ICDMW 2015, Atlantic City, NJ, USA, November 14-17, 2015, pages 269–272, 2015. IEEE Computer Society\n \n\n\n\n
\n\n\n\n \n \n \"Education,Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/icdm/HooiSPAF15,\n  author       = {Bryan Hooi and\n                  Hyun Ah Song and\n                  Evangelos E. Papalexakis and\n                  Rakesh Agrawal and\n                  Christos Faloutsos},\n  title        = {Education, Learning and Information Theory},\n  booktitle    = {{IEEE} International Conference on Data Mining Workshop, {ICDMW} 2015,\n                  Atlantic City, NJ, USA, November 14-17, 2015},\n  pages        = {269--272},\n  publisher    = {{IEEE} Computer Society},\n  year         = {2015},\n  url          = {https://doi.org/10.1109/ICDMW.2015.201},\n  doi          = {10.1109/ICDMW.2015.201},\n  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/icdm/HooiSPAF15.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n A General Suspiciousness Metric for Dense Blocks in Multimodal Data.\n \n \n \n \n\n\n \n Jiang, M.; Beutel, A.; Cui, P.; Hooi, B.; Yang, S.; and Faloutsos, C.\n\n\n \n\n\n\n In Aggarwal, C. C.; Zhou, Z.; Tuzhilin, A.; Xiong, H.; and Wu, X., editor(s), 2015 IEEE International Conference on Data Mining, ICDM 2015, Atlantic City, NJ, USA, November 14-17, 2015, pages 781–786, 2015. IEEE Computer Society\n \n\n\n\n
\n\n\n\n \n \n \"APaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/icdm/JiangBCHYF15,\n  author       = {Meng Jiang and\n                  Alex Beutel and\n                  Peng Cui and\n                  Bryan Hooi and\n                  Shiqiang Yang and\n                  Christos Faloutsos},\n  editor       = {Charu C. Aggarwal and\n                  Zhi{-}Hua Zhou and\n                  Alexander Tuzhilin and\n                  Hui Xiong and\n                  Xindong Wu},\n  title        = {A General Suspiciousness Metric for Dense Blocks in Multimodal Data},\n  booktitle    = {2015 {IEEE} International Conference on Data Mining, {ICDM} 2015,\n                  Atlantic City, NJ, USA, November 14-17, 2015},\n  pages        = {781--786},\n  publisher    = {{IEEE} Computer Society},\n  year         = {2015},\n  url          = {https://doi.org/10.1109/ICDM.2015.61},\n  doi          = {10.1109/ICDM.2015.61},\n  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/icdm/JiangBCHYF15.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Patterns in Interactive Tagging Networks.\n \n \n \n \n\n\n \n Yamaguchi, Y.; Yoshida, M.; Faloutsos, C.; and Kitagawa, H.\n\n\n \n\n\n\n In Cha, M.; Mascolo, C.; and Sandvig, C., editor(s), Proceedings of the Ninth International Conference on Web and Social Media, ICWSM 2015, University of Oxford, Oxford, UK, May 26-29, 2015, pages 513–522, 2015. AAAI Press\n \n\n\n\n
\n\n\n\n \n \n \"PatternsPaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/icwsm/YamaguchiYFK15,\n  author       = {Yuto Yamaguchi and\n                  Mitsuo Yoshida and\n                  Christos Faloutsos and\n                  Hiroyuki Kitagawa},\n  editor       = {Meeyoung Cha and\n                  Cecilia Mascolo and\n                  Christian Sandvig},\n  title        = {Patterns in Interactive Tagging Networks},\n  booktitle    = {Proceedings of the Ninth International Conference on Web and Social\n                  Media, {ICWSM} 2015, University of Oxford, Oxford, UK, May 26-29,\n                  2015},\n  pages        = {513--522},\n  publisher    = {{AAAI} Press},\n  year         = {2015},\n  url          = {http://www.aaai.org/ocs/index.php/ICWSM/ICWSM15/paper/view/10556},\n  timestamp    = {Fri, 05 Feb 2021 11:07:20 +0100},\n  biburl       = {https://dblp.org/rec/conf/icwsm/YamaguchiYFK15.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n RSC: Mining and Modeling Temporal Activity in Social Media.\n \n \n \n \n\n\n \n Costa, A. F.; Yamaguchi, Y.; Traina, A. J. M.; Jr., C. T.; and Faloutsos, C.\n\n\n \n\n\n\n In Cao, L.; Zhang, C.; Joachims, T.; Webb, G. I.; Margineantu, D. D.; and Williams, G., editor(s), Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Sydney, NSW, Australia, August 10-13, 2015, pages 269–278, 2015. ACM\n \n\n\n\n
\n\n\n\n \n \n \"RSC:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/kdd/CostaYTTF15,\n  author       = {Alceu Ferraz Costa and\n                  Yuto Yamaguchi and\n                  Agma Juci Machado Traina and\n                  Caetano Traina Jr. and\n                  Christos Faloutsos},\n  editor       = {Longbing Cao and\n                  Chengqi Zhang and\n                  Thorsten Joachims and\n                  Geoffrey I. Webb and\n                  Dragos D. Margineantu and\n                  Graham Williams},\n  title        = {{RSC:} Mining and Modeling Temporal Activity in Social Media},\n  booktitle    = {Proceedings of the 21th {ACM} {SIGKDD} International Conference on\n                  Knowledge Discovery and Data Mining, Sydney, NSW, Australia, August\n                  10-13, 2015},\n  pages        = {269--278},\n  publisher    = {{ACM}},\n  year         = {2015},\n  url          = {https://doi.org/10.1145/2783258.2783294},\n  doi          = {10.1145/2783258.2783294},\n  timestamp    = {Sun, 06 Oct 2024 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/kdd/CostaYTTF15.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n TimeCrunch: Interpretable Dynamic Graph Summarization.\n \n \n \n \n\n\n \n Shah, N.; Koutra, D.; Zou, T.; Gallagher, B.; and Faloutsos, C.\n\n\n \n\n\n\n In Cao, L.; Zhang, C.; Joachims, T.; Webb, G. I.; Margineantu, D. D.; and Williams, G., editor(s), Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Sydney, NSW, Australia, August 10-13, 2015, pages 1055–1064, 2015. ACM\n \n\n\n\n
\n\n\n\n \n \n \"TimeCrunch:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/kdd/ShahKZGF15,\n  author       = {Neil Shah and\n                  Danai Koutra and\n                  Tianmin Zou and\n                  Brian Gallagher and\n                  Christos Faloutsos},\n  editor       = {Longbing Cao and\n                  Chengqi Zhang and\n                  Thorsten Joachims and\n                  Geoffrey I. Webb and\n                  Dragos D. Margineantu and\n                  Graham Williams},\n  title        = {TimeCrunch: Interpretable Dynamic Graph Summarization},\n  booktitle    = {Proceedings of the 21th {ACM} {SIGKDD} International Conference on\n                  Knowledge Discovery and Data Mining, Sydney, NSW, Australia, August\n                  10-13, 2015},\n  pages        = {1055--1064},\n  publisher    = {{ACM}},\n  year         = {2015},\n  url          = {https://doi.org/10.1145/2783258.2783321},\n  doi          = {10.1145/2783258.2783321},\n  timestamp    = {Sun, 25 Oct 2020 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/kdd/ShahKZGF15.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Graph-Based User Behavior Modeling: From Prediction to Fraud Detection.\n \n \n \n \n\n\n \n Beutel, A.; Akoglu, L.; and Faloutsos, C.\n\n\n \n\n\n\n In Cao, L.; Zhang, C.; Joachims, T.; Webb, G. I.; Margineantu, D. D.; and Williams, G., editor(s), Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Sydney, NSW, Australia, August 10-13, 2015, pages 2309–2310, 2015. ACM\n \n\n\n\n
\n\n\n\n \n \n \"Graph-BasedPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/kdd/BeutelAF15,\n  author       = {Alex Beutel and\n                  Leman Akoglu and\n                  Christos Faloutsos},\n  editor       = {Longbing Cao and\n                  Chengqi Zhang and\n                  Thorsten Joachims and\n                  Geoffrey I. Webb and\n                  Dragos D. Margineantu and\n                  Graham Williams},\n  title        = {Graph-Based User Behavior Modeling: From Prediction to Fraud Detection},\n  booktitle    = {Proceedings of the 21th {ACM} {SIGKDD} International Conference on\n                  Knowledge Discovery and Data Mining, Sydney, NSW, Australia, August\n                  10-13, 2015},\n  pages        = {2309--2310},\n  publisher    = {{ACM}},\n  year         = {2015},\n  url          = {https://doi.org/10.1145/2783258.2789985},\n  doi          = {10.1145/2783258.2789985},\n  timestamp    = {Tue, 06 Nov 2018 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/kdd/BeutelAF15.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Retweeting Activity on Twitter: Signs of Deception.\n \n \n \n \n\n\n \n Giatsoglou, M.; Chatzakou, D.; Shah, N.; Faloutsos, C.; and Vakali, A.\n\n\n \n\n\n\n In Cao, T. H.; Lim, E.; Zhou, Z.; Ho, T. B.; Cheung, D. W.; and Motoda, H., editor(s), Advances in Knowledge Discovery and Data Mining - 19th Pacific-Asia Conference, PAKDD 2015, Ho Chi Minh City, Vietnam, May 19-22, 2015, Proceedings, Part I, volume 9077, of Lecture Notes in Computer Science, pages 122–134, 2015. Springer\n \n\n\n\n
\n\n\n\n \n \n \"RetweetingPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/pakdd/GiatsoglouCSFV15,\n  author       = {Maria Giatsoglou and\n                  Despoina Chatzakou and\n                  Neil Shah and\n                  Christos Faloutsos and\n                  Athena Vakali},\n  editor       = {Tru H. Cao and\n                  Ee{-}Peng Lim and\n                  Zhi{-}Hua Zhou and\n                  Tu Bao Ho and\n                  David Wai{-}Lok Cheung and\n                  Hiroshi Motoda},\n  title        = {Retweeting Activity on Twitter: Signs of Deception},\n  booktitle    = {Advances in Knowledge Discovery and Data Mining - 19th Pacific-Asia\n                  Conference, {PAKDD} 2015, Ho Chi Minh City, Vietnam, May 19-22, 2015,\n                  Proceedings, Part {I}},\n  series       = {Lecture Notes in Computer Science},\n  volume       = {9077},\n  pages        = {122--134},\n  publisher    = {Springer},\n  year         = {2015},\n  url          = {https://doi.org/10.1007/978-3-319-18038-0\\_10},\n  doi          = {10.1007/978-3-319-18038-0\\_10},\n  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/pakdd/GiatsoglouCSFV15.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n ND-Sync: Detecting Synchronized Fraud Activities.\n \n \n \n \n\n\n \n Giatsoglou, M.; Chatzakou, D.; Shah, N.; Beutel, A.; Faloutsos, C.; and Vakali, A.\n\n\n \n\n\n\n In Cao, T. H.; Lim, E.; Zhou, Z.; Ho, T. B.; Cheung, D. W.; and Motoda, H., editor(s), Advances in Knowledge Discovery and Data Mining - 19th Pacific-Asia Conference, PAKDD 2015, Ho Chi Minh City, Vietnam, May 19-22, 2015, Proceedings, Part II, volume 9078, of Lecture Notes in Computer Science, pages 201–214, 2015. Springer\n \n\n\n\n
\n\n\n\n \n \n \"ND-Sync:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/pakdd/GiatsoglouCSBFV15,\n  author       = {Maria Giatsoglou and\n                  Despoina Chatzakou and\n                  Neil Shah and\n                  Alex Beutel and\n                  Christos Faloutsos and\n                  Athena Vakali},\n  editor       = {Tru H. Cao and\n                  Ee{-}Peng Lim and\n                  Zhi{-}Hua Zhou and\n                  Tu Bao Ho and\n                  David Wai{-}Lok Cheung and\n                  Hiroshi Motoda},\n  title        = {ND-Sync: Detecting Synchronized Fraud Activities},\n  booktitle    = {Advances in Knowledge Discovery and Data Mining - 19th Pacific-Asia\n                  Conference, {PAKDD} 2015, Ho Chi Minh City, Vietnam, May 19-22, 2015,\n                  Proceedings, Part {II}},\n  series       = {Lecture Notes in Computer Science},\n  volume       = {9078},\n  pages        = {201--214},\n  publisher    = {Springer},\n  year         = {2015},\n  url          = {https://doi.org/10.1007/978-3-319-18032-8\\_16},\n  doi          = {10.1007/978-3-319-18032-8\\_16},\n  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/pakdd/GiatsoglouCSBFV15.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n SocNL: Bayesian Label Propagation with Confidence.\n \n \n \n \n\n\n \n Yamaguchi, Y.; Faloutsos, C.; and Kitagawa, H.\n\n\n \n\n\n\n In Cao, T. H.; Lim, E.; Zhou, Z.; Ho, T. B.; Cheung, D. W.; and Motoda, H., editor(s), Advances in Knowledge Discovery and Data Mining - 19th Pacific-Asia Conference, PAKDD 2015, Ho Chi Minh City, Vietnam, May 19-22, 2015, Proceedings, Part I, volume 9077, of Lecture Notes in Computer Science, pages 633–645, 2015. Springer\n \n\n\n\n
\n\n\n\n \n \n \"SocNL:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/pakdd/YamaguchiFK15,\n  author       = {Yuto Yamaguchi and\n                  Christos Faloutsos and\n                  Hiroyuki Kitagawa},\n  editor       = {Tru H. Cao and\n                  Ee{-}Peng Lim and\n                  Zhi{-}Hua Zhou and\n                  Tu Bao Ho and\n                  David Wai{-}Lok Cheung and\n                  Hiroshi Motoda},\n  title        = {SocNL: Bayesian Label Propagation with Confidence},\n  booktitle    = {Advances in Knowledge Discovery and Data Mining - 19th Pacific-Asia\n                  Conference, {PAKDD} 2015, Ho Chi Minh City, Vietnam, May 19-22, 2015,\n                  Proceedings, Part {I}},\n  series       = {Lecture Notes in Computer Science},\n  volume       = {9077},\n  pages        = {633--645},\n  publisher    = {Springer},\n  year         = {2015},\n  url          = {https://doi.org/10.1007/978-3-319-18038-0\\_49},\n  doi          = {10.1007/978-3-319-18038-0\\_49},\n  timestamp    = {Fri, 30 Dec 2022 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/pakdd/YamaguchiFK15.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Principled Neuro-Functional Connectivity Discovery.\n \n \n \n \n\n\n \n Huang, K.; Sidiropoulos, N. D.; Papalexakis, E. E.; Faloutsos, C.; Talukdar, P. P.; and Mitchell, T. M.\n\n\n \n\n\n\n In Venkatasubramanian, S.; and Ye, J., editor(s), Proceedings of the 2015 SIAM International Conference on Data Mining, Vancouver, BC, Canada, April 30 - May 2, 2015, pages 631–639, 2015. SIAM\n \n\n\n\n
\n\n\n\n \n \n \"PrincipledPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/sdm/HuangSPFTM15,\n  author       = {Kejun Huang and\n                  Nicholas D. Sidiropoulos and\n                  Evangelos E. Papalexakis and\n                  Christos Faloutsos and\n                  Partha Pratim Talukdar and\n                  Tom M. Mitchell},\n  editor       = {Suresh Venkatasubramanian and\n                  Jieping Ye},\n  title        = {Principled Neuro-Functional Connectivity Discovery},\n  booktitle    = {Proceedings of the 2015 {SIAM} International Conference on Data Mining,\n                  Vancouver, BC, Canada, April 30 - May 2, 2015},\n  pages        = {631--639},\n  publisher    = {{SIAM}},\n  year         = {2015},\n  url          = {https://doi.org/10.1137/1.9781611974010.71},\n  doi          = {10.1137/1.9781611974010.71},\n  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/sdm/HuangSPFTM15.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Mining and Forecasting of Big Time-series Data.\n \n \n \n \n\n\n \n Sakurai, Y.; Matsubara, Y.; and Faloutsos, C.\n\n\n \n\n\n\n In Sellis, T. K.; Davidson, S. B.; and Ives, Z. G., editor(s), Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data, Melbourne, Victoria, Australia, May 31 - June 4, 2015, pages 919–922, 2015. ACM\n \n\n\n\n
\n\n\n\n \n \n \"MiningPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/sigmod/SakuraiMF15,\n  author       = {Yasushi Sakurai and\n                  Yasuko Matsubara and\n                  Christos Faloutsos},\n  editor       = {Timos K. Sellis and\n                  Susan B. Davidson and\n                  Zachary G. Ives},\n  title        = {Mining and Forecasting of Big Time-series Data},\n  booktitle    = {Proceedings of the 2015 {ACM} {SIGMOD} International Conference on\n                  Management of Data, Melbourne, Victoria, Australia, May 31 - June\n                  4, 2015},\n  pages        = {919--922},\n  publisher    = {{ACM}},\n  year         = {2015},\n  url          = {https://doi.org/10.1145/2723372.2731081},\n  doi          = {10.1145/2723372.2731081},\n  timestamp    = {Tue, 06 Nov 2018 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/sigmod/SakuraiMF15.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Modeling Website Popularity Competition in the Attention-Activity Marketplace.\n \n \n \n \n\n\n \n Ribeiro, B.; and Faloutsos, C.\n\n\n \n\n\n\n In Cheng, X.; Li, H.; Gabrilovich, E.; and Tang, J., editor(s), Proceedings of the Eighth ACM International Conference on Web Search and Data Mining, WSDM 2015, Shanghai, China, February 2-6, 2015, pages 389–398, 2015. ACM\n \n\n\n\n
\n\n\n\n \n \n \"ModelingPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/wsdm/RibeiroF15,\n  author       = {Bruno Ribeiro and\n                  Christos Faloutsos},\n  editor       = {Xueqi Cheng and\n                  Hang Li and\n                  Evgeniy Gabrilovich and\n                  Jie Tang},\n  title        = {Modeling Website Popularity Competition in the Attention-Activity\n                  Marketplace},\n  booktitle    = {Proceedings of the Eighth {ACM} International Conference on Web Search\n                  and Data Mining, {WSDM} 2015, Shanghai, China, February 2-6, 2015},\n  pages        = {389--398},\n  publisher    = {{ACM}},\n  year         = {2015},\n  url          = {https://doi.org/10.1145/2684822.2685312},\n  doi          = {10.1145/2684822.2685312},\n  timestamp    = {Tue, 29 Dec 2020 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/wsdm/RibeiroF15.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Extracting Taxonomies from Bipartite Graphs.\n \n \n \n \n\n\n \n Kötter, T.; Günnemann, S.; Faloutsos, C.; and Berthold, M. R.\n\n\n \n\n\n\n In Gangemi, A.; Leonardi, S.; and Panconesi, A., editor(s), Proceedings of the 24th International Conference on World Wide Web Companion, WWW 2015, Florence, Italy, May 18-22, 2015 - Companion Volume, pages 51–52, 2015. ACM\n \n\n\n\n
\n\n\n\n \n \n \"ExtractingPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/www/KotterGFB15,\n  author       = {Tobias K{\\"{o}}tter and\n                  Stephan G{\\"{u}}nnemann and\n                  Christos Faloutsos and\n                  Michael R. Berthold},\n  editor       = {Aldo Gangemi and\n                  Stefano Leonardi and\n                  Alessandro Panconesi},\n  title        = {Extracting Taxonomies from Bipartite Graphs},\n  booktitle    = {Proceedings of the 24th International Conference on World Wide Web\n                  Companion, {WWW} 2015, Florence, Italy, May 18-22, 2015 - Companion\n                  Volume},\n  pages        = {51--52},\n  publisher    = {{ACM}},\n  year         = {2015},\n  url          = {https://doi.org/10.1145/2740908.2742753},\n  doi          = {10.1145/2740908.2742753},\n  timestamp    = {Tue, 27 Dec 2022 09:06:31 +0100},\n  biburl       = {https://dblp.org/rec/conf/www/KotterGFB15.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Why Do You Follow Him?: Multilinear Analysis on Twitter.\n \n \n \n \n\n\n \n Yamaguchi, Y.; Yoshida, M.; Faloutsos, C.; and Kitagawa, H.\n\n\n \n\n\n\n In Gangemi, A.; Leonardi, S.; and Panconesi, A., editor(s), Proceedings of the 24th International Conference on World Wide Web Companion, WWW 2015, Florence, Italy, May 18-22, 2015 - Companion Volume, pages 137–138, 2015. ACM\n \n\n\n\n
\n\n\n\n \n \n \"WhyPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/www/YamaguchiYFK15,\n  author       = {Yuto Yamaguchi and\n                  Mitsuo Yoshida and\n                  Christos Faloutsos and\n                  Hiroyuki Kitagawa},\n  editor       = {Aldo Gangemi and\n                  Stefano Leonardi and\n                  Alessandro Panconesi},\n  title        = {Why Do You Follow Him?: Multilinear Analysis on Twitter},\n  booktitle    = {Proceedings of the 24th International Conference on World Wide Web\n                  Companion, {WWW} 2015, Florence, Italy, May 18-22, 2015 - Companion\n                  Volume},\n  pages        = {137--138},\n  publisher    = {{ACM}},\n  year         = {2015},\n  url          = {https://doi.org/10.1145/2740908.2742715},\n  doi          = {10.1145/2740908.2742715},\n  timestamp    = {Fri, 30 Dec 2022 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/www/YamaguchiYFK15.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n The Web as a Jungle: Non-Linear Dynamical Systems for Co-evolving Online Activities.\n \n \n \n \n\n\n \n Matsubara, Y.; Sakurai, Y.; and Faloutsos, C.\n\n\n \n\n\n\n In Gangemi, A.; Leonardi, S.; and Panconesi, A., editor(s), Proceedings of the 24th International Conference on World Wide Web, WWW 2015, Florence, Italy, May 18-22, 2015, pages 721–731, 2015. ACM\n \n\n\n\n
\n\n\n\n \n \n \"ThePaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/www/MatsubaraSF15,\n  author       = {Yasuko Matsubara and\n                  Yasushi Sakurai and\n                  Christos Faloutsos},\n  editor       = {Aldo Gangemi and\n                  Stefano Leonardi and\n                  Alessandro Panconesi},\n  title        = {The Web as a Jungle: Non-Linear Dynamical Systems for Co-evolving\n                  Online Activities},\n  booktitle    = {Proceedings of the 24th International Conference on World Wide Web,\n                  {WWW} 2015, Florence, Italy, May 18-22, 2015},\n  pages        = {721--731},\n  publisher    = {{ACM}},\n  year         = {2015},\n  url          = {https://doi.org/10.1145/2736277.2741092},\n  doi          = {10.1145/2736277.2741092},\n  timestamp    = {Tue, 27 Dec 2022 09:06:31 +0100},\n  biburl       = {https://dblp.org/rec/conf/www/MatsubaraSF15.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Large Graph Analysis in the GMine System.\n \n \n \n \n\n\n \n Jr., J. F. R.; Tong, H.; Pan, J.; Traina, A. J. M.; Jr., C. T.; and Faloutsos, C.\n\n\n \n\n\n\n CoRR, abs/1505.07777. 2015.\n \n\n\n\n
\n\n\n\n \n \n \"LargePaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@article{DBLP:journals/corr/RodriguesTPTTF15,\n  author       = {Jos{\\'{e}} Fernando Rodrigues Jr. and\n                  Hanghang Tong and\n                  Jia{-}Yu Pan and\n                  Agma J. M. Traina and\n                  Caetano Traina Jr. and\n                  Christos Faloutsos},\n  title        = {Large Graph Analysis in the GMine System},\n  journal      = {CoRR},\n  volume       = {abs/1505.07777},\n  year         = {2015},\n  url          = {http://arxiv.org/abs/1505.07777},\n  eprinttype    = {arXiv},\n  eprint       = {1505.07777},\n  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/corr/RodriguesTPTTF15.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n GMine: A System for Scalable, Interactive Graph Visualization and Mining.\n \n \n \n \n\n\n \n Jr., J. F. R.; Tong, H.; Traina, A. J. M.; Faloutsos, C.; and Leskovec, J.\n\n\n \n\n\n\n CoRR, abs/1506.03847. 2015.\n \n\n\n\n
\n\n\n\n \n \n \"GMine:Paper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@article{DBLP:journals/corr/RodriguesTTFL15,\n  author       = {Jos{\\'{e}} F. Rodrigues Jr. and\n                  Hanghang Tong and\n                  Agma J. M. Traina and\n                  Christos Faloutsos and\n                  Jure Leskovec},\n  title        = {GMine: {A} System for Scalable, Interactive Graph Visualization and\n                  Mining},\n  journal      = {CoRR},\n  volume       = {abs/1506.03847},\n  year         = {2015},\n  url          = {http://arxiv.org/abs/1506.03847},\n  eprinttype    = {arXiv},\n  eprint       = {1506.03847},\n  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/corr/RodriguesTTFL15.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n SuperGraph Visualization.\n \n \n \n \n\n\n \n Jr., J. F. R.; Traina, A. J. M.; Faloutsos, C.; and Jr., C. T.\n\n\n \n\n\n\n CoRR, abs/1506.04606. 2015.\n \n\n\n\n
\n\n\n\n \n \n \"SuperGraphPaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@article{DBLP:journals/corr/RodriguesTFT15,\n  author       = {Jos{\\'{e}} F. Rodrigues Jr. and\n                  Agma J. M. Traina and\n                  Christos Faloutsos and\n                  Caetano Traina Jr.},\n  title        = {SuperGraph Visualization},\n  journal      = {CoRR},\n  volume       = {abs/1506.04606},\n  year         = {2015},\n  url          = {http://arxiv.org/abs/1506.04606},\n  eprinttype    = {arXiv},\n  eprint       = {1506.04606},\n  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/corr/RodriguesTFT15.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n EdgeCentric: Anomaly Detection in Edge-Attributed Networks.\n \n \n \n \n\n\n \n Shah, N.; Beutel, A.; Hooi, B.; Akoglu, L.; Günnemann, S.; Makhija, D.; Kumar, M.; and Faloutsos, C.\n\n\n \n\n\n\n CoRR, abs/1510.05544. 2015.\n \n\n\n\n
\n\n\n\n \n \n \"EdgeCentric:Paper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@article{DBLP:journals/corr/ShahBHAGMKF15,\n  author       = {Neil Shah and\n                  Alex Beutel and\n                  Bryan Hooi and\n                  Leman Akoglu and\n                  Stephan G{\\"{u}}nnemann and\n                  Disha Makhija and\n                  Mohit Kumar and\n                  Christos Faloutsos},\n  title        = {EdgeCentric: Anomaly Detection in Edge-Attributed Networks},\n  journal      = {CoRR},\n  volume       = {abs/1510.05544},\n  year         = {2015},\n  url          = {http://arxiv.org/abs/1510.05544},\n  eprinttype    = {arXiv},\n  eprint       = {1510.05544},\n  timestamp    = {Fri, 26 Feb 2021 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/corr/ShahBHAGMKF15.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n TribeFlow: Mining & Predicting User Trajectories.\n \n \n \n \n\n\n \n de Figueiredo, F. V. D.; Ribeiro, B.; Almeida, J. M.; and Faloutsos, C.\n\n\n \n\n\n\n CoRR, abs/1511.01032. 2015.\n \n\n\n\n
\n\n\n\n \n \n \"TribeFlow:Paper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/corr/FigueiredoRAF15,\n  author       = {Flavio V. D. de Figueiredo and\n                  Bruno Ribeiro and\n                  Jussara M. Almeida and\n                  Christos Faloutsos},\n  title        = {TribeFlow: Mining {\\&} Predicting User Trajectories},\n  journal      = {CoRR},\n  volume       = {abs/1511.01032},\n  year         = {2015},\n  url          = {http://arxiv.org/abs/1511.01032},\n  eprinttype    = {arXiv},\n  eprint       = {1511.01032},\n  timestamp    = {Wed, 16 Feb 2022 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/corr/FigueiredoRAF15.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n BIRDNEST: Bayesian Inference for Ratings-Fraud Detection.\n \n \n \n \n\n\n \n Hooi, B.; Shah, N.; Beutel, A.; Günnemann, S.; Akoglu, L.; Kumar, M.; Makhija, D.; and Faloutsos, C.\n\n\n \n\n\n\n CoRR, abs/1511.06030. 2015.\n \n\n\n\n
\n\n\n\n \n \n \"BIRDNEST:Paper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@article{DBLP:journals/corr/HooiSBGAKMF15,\n  author       = {Bryan Hooi and\n                  Neil Shah and\n                  Alex Beutel and\n                  Stephan G{\\"{u}}nnemann and\n                  Leman Akoglu and\n                  Mohit Kumar and\n                  Disha Makhija and\n                  Christos Faloutsos},\n  title        = {{BIRDNEST:} Bayesian Inference for Ratings-Fraud Detection},\n  journal      = {CoRR},\n  volume       = {abs/1511.06030},\n  year         = {2015},\n  url          = {http://arxiv.org/abs/1511.06030},\n  eprinttype    = {arXiv},\n  eprint       = {1511.06030},\n  timestamp    = {Fri, 26 Feb 2021 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/corr/HooiSBGAKMF15.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n  \n 2014\n \n \n (46)\n \n \n
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\n \n\n \n \n \n \n \n \n Good-Enough Brain Model: Challenges, Algorithms, and Discoveries in Multisubject Experiments.\n \n \n \n \n\n\n \n Papalexakis, E. E.; Fyshe, A.; Sidiropoulos, N. D.; Talukdar, P. P.; Mitchell, T. M.; and Faloutsos, C.\n\n\n \n\n\n\n Big Data, 2(4): 216–229. 2014.\n \n\n\n\n
\n\n\n\n \n \n \"Good-EnoughPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@article{DBLP:journals/bigdata/PapalexakisFSTM14,\n  author       = {Evangelos E. Papalexakis and\n                  Alona Fyshe and\n                  Nicholas D. Sidiropoulos and\n                  Partha Pratim Talukdar and\n                  Tom M. Mitchell and\n                  Christos Faloutsos},\n  title        = {Good-Enough Brain Model: Challenges, Algorithms, and Discoveries in\n                  Multisubject Experiments},\n  journal      = {Big Data},\n  volume       = {2},\n  number       = {4},\n  pages        = {216--229},\n  year         = {2014},\n  url          = {https://doi.org/10.1089/big.2014.0044},\n  doi          = {10.1089/BIG.2014.0044},\n  timestamp    = {Wed, 07 Dec 2022 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/bigdata/PapalexakisFSTM14.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n QuMinS: Fast and scalable querying, mining and summarizing multi-modal databases.\n \n \n \n \n\n\n \n Cordeiro, R. L. F.; Guo, F.; Haverkamp, D. S.; Horne, J. H.; Hughes, E. K.; Kim, G.; Romani, L. A. S.; Coltri, P. P.; Souza, T. T.; Traina, A. J. M.; Jr., C. T.; and Faloutsos, C.\n\n\n \n\n\n\n Inf. Sci., 264: 211–229. 2014.\n \n\n\n\n
\n\n\n\n \n \n \"QuMinS:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/isci/CordeiroGHHHKRCSTTF14,\n  author       = {Robson L. F. Cordeiro and\n                  Fan Guo and\n                  Donna S. Haverkamp and\n                  James H. Horne and\n                  Ellen K. Hughes and\n                  Gunhee Kim and\n                  Luciana A. S. Romani and\n                  Priscila P. Coltri and\n                  Tamires T. Souza and\n                  Agma J. M. Traina and\n                  Caetano Traina Jr. and\n                  Christos Faloutsos},\n  title        = {QuMinS: Fast and scalable querying, mining and summarizing multi-modal\n                  databases},\n  journal      = {Inf. Sci.},\n  volume       = {264},\n  pages        = {211--229},\n  year         = {2014},\n  url          = {https://doi.org/10.1016/j.ins.2013.11.013},\n  doi          = {10.1016/J.INS.2013.11.013},\n  timestamp    = {Sun, 06 Oct 2024 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/isci/CordeiroGHHHKRCSTTF14.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Accurate Approximation of the Earth Mover's Distance in Linear Time.\n \n \n \n \n\n\n \n Jang, M.; Kim, S.; Faloutsos, C.; and Park, S.\n\n\n \n\n\n\n J. Comput. Sci. Technol., 29(1): 142–154. 2014.\n \n\n\n\n
\n\n\n\n \n \n \"AccuratePaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@article{DBLP:journals/jcst/JangKFP14,\n  author       = {Min{-}Hee Jang and\n                  Sang{-}Wook Kim and\n                  Christos Faloutsos and\n                  Sunju Park},\n  title        = {Accurate Approximation of the Earth Mover's Distance in Linear Time},\n  journal      = {J. Comput. Sci. Technol.},\n  volume       = {29},\n  number       = {1},\n  pages        = {142--154},\n  year         = {2014},\n  url          = {https://doi.org/10.1007/s11390-014-1417-x},\n  doi          = {10.1007/S11390-014-1417-X},\n  timestamp    = {Sun, 02 Jun 2019 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/jcst/JangKFP14.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Efficiently spotting the starting points of an epidemic in a large graph.\n \n \n \n \n\n\n \n Prakash, B. A.; Vreeken, J.; and Faloutsos, C.\n\n\n \n\n\n\n Knowl. Inf. Syst., 38(1): 35–59. 2014.\n \n\n\n\n
\n\n\n\n \n \n \"EfficientlyPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/kais/PrakashVF14,\n  author       = {B. Aditya Prakash and\n                  Jilles Vreeken and\n                  Christos Faloutsos},\n  title        = {Efficiently spotting the starting points of an epidemic in a large\n                  graph},\n  journal      = {Knowl. Inf. Syst.},\n  volume       = {38},\n  number       = {1},\n  pages        = {35--59},\n  year         = {2014},\n  url          = {https://doi.org/10.1007/s10115-013-0671-5},\n  doi          = {10.1007/S10115-013-0671-5},\n  timestamp    = {Mon, 26 Jun 2023 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/kais/PrakashVF14.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n SharkFin: Spatio-temporal mining of software adoption and penetration.\n \n \n \n \n\n\n \n Papalexakis, E. E.; Dumitras, T.; Chau, D. H.; Prakash, B. A.; and Faloutsos, C.\n\n\n \n\n\n\n Soc. Netw. Anal. Min., 4(1): 240. 2014.\n \n\n\n\n
\n\n\n\n \n \n \"SharkFin:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@article{DBLP:journals/snam/PapalexakisDCPF14,\n  author       = {Evangelos E. Papalexakis and\n                  Tudor Dumitras and\n                  Duen Horng Chau and\n                  B. Aditya Prakash and\n                  Christos Faloutsos},\n  title        = {SharkFin: Spatio-temporal mining of software adoption and penetration},\n  journal      = {Soc. Netw. Anal. Min.},\n  volume       = {4},\n  number       = {1},\n  pages        = {240},\n  year         = {2014},\n  url          = {https://doi.org/10.1007/s13278-014-0240-2},\n  doi          = {10.1007/S13278-014-0240-2},\n  timestamp    = {Fri, 09 Apr 2021 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/snam/PapalexakisDCPF14.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Parallel Randomly Compressed Cubes : A scalable distributed architecture for big tensor decomposition.\n \n \n \n \n\n\n \n Sidiropoulos, N. D.; Papalexakis, E. E.; and Faloutsos, C.\n\n\n \n\n\n\n IEEE Signal Process. Mag., 31(5): 57–70. 2014.\n \n\n\n\n
\n\n\n\n \n \n \"ParallelPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@article{DBLP:journals/spm/SidiropoulosPF14,\n  author       = {Nicholas D. Sidiropoulos and\n                  Evangelos E. Papalexakis and\n                  Christos Faloutsos},\n  title        = {Parallel Randomly Compressed Cubes : {A} scalable distributed architecture\n                  for big tensor decomposition},\n  journal      = {{IEEE} Signal Process. Mag.},\n  volume       = {31},\n  number       = {5},\n  pages        = {57--70},\n  year         = {2014},\n  url          = {https://doi.org/10.1109/MSP.2014.2329196},\n  doi          = {10.1109/MSP.2014.2329196},\n  timestamp    = {Mon, 26 Oct 2020 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/spm/SidiropoulosPF14.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n On Constructing Seminal Paper Genealogy.\n \n \n \n \n\n\n \n Bae, D.; Hwang, S.; Kim, S.; and Faloutsos, C.\n\n\n \n\n\n\n IEEE Trans. Cybern., 44(1): 54–65. 2014.\n \n\n\n\n
\n\n\n\n \n \n \"OnPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@article{DBLP:journals/tcyb/BaeHKF14,\n  author       = {Duck{-}Ho Bae and\n                  Se{-}Mi Hwang and\n                  Sang{-}Wook Kim and\n                  Christos Faloutsos},\n  title        = {On Constructing Seminal Paper Genealogy},\n  journal      = {{IEEE} Trans. Cybern.},\n  volume       = {44},\n  number       = {1},\n  pages        = {54--65},\n  year         = {2014},\n  url          = {https://doi.org/10.1109/TCYB.2013.2246565},\n  doi          = {10.1109/TCYB.2013.2246565},\n  timestamp    = {Fri, 22 May 2020 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/tcyb/BaeHKF14.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n HEigen: Spectral Analysis for Billion-Scale Graphs.\n \n \n \n \n\n\n \n Kang, U; Meeder, B.; Papalexakis, E. E.; and Faloutsos, C.\n\n\n \n\n\n\n IEEE Trans. Knowl. Data Eng., 26(2): 350–362. 2014.\n \n\n\n\n
\n\n\n\n \n \n \"HEigen:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/tkde/KangMPF14,\n  author       = {U Kang and\n                  Brendan Meeder and\n                  Evangelos E. Papalexakis and\n                  Christos Faloutsos},\n  title        = {HEigen: Spectral Analysis for Billion-Scale Graphs},\n  journal      = {{IEEE} Trans. Knowl. Data Eng.},\n  volume       = {26},\n  number       = {2},\n  pages        = {350--362},\n  year         = {2014},\n  url          = {https://doi.org/10.1109/TKDE.2012.244},\n  doi          = {10.1109/TKDE.2012.244},\n  timestamp    = {Mon, 26 Oct 2020 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/tkde/KangMPF14.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n SlashBurn: Graph Compression and Mining beyond Caveman Communities.\n \n \n \n \n\n\n \n Lim, Y.; Kang, U; and Faloutsos, C.\n\n\n \n\n\n\n IEEE Trans. Knowl. Data Eng., 26(12): 3077–3089. 2014.\n \n\n\n\n
\n\n\n\n \n \n \"SlashBurn:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/tkde/LimKF14,\n  author       = {Yongsub Lim and\n                  U Kang and\n                  Christos Faloutsos},\n  title        = {SlashBurn: Graph Compression and Mining beyond Caveman Communities},\n  journal      = {{IEEE} Trans. Knowl. Data Eng.},\n  volume       = {26},\n  number       = {12},\n  pages        = {3077--3089},\n  year         = {2014},\n  url          = {https://doi.org/10.1109/TKDE.2014.2320716},\n  doi          = {10.1109/TKDE.2014.2320716},\n  timestamp    = {Tue, 24 Sep 2019 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/tkde/LimKF14.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n A parallel algorithm for big tensor decomposition using randomly compressed cubes (PARACOMP).\n \n \n \n \n\n\n \n Sidiropoulos, N. D.; Papalexakis, E. E.; and Faloutsos, C.\n\n\n \n\n\n\n In IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2014, Florence, Italy, May 4-9, 2014, pages 1–5, 2014. IEEE\n \n\n\n\n
\n\n\n\n \n \n \"APaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/icassp/SidiropoulosPF14,\n  author       = {Nikos D. Sidiropoulos and\n                  Evangelos E. Papalexakis and\n                  Christos Faloutsos},\n  title        = {A parallel algorithm for big tensor decomposition using randomly compressed\n                  cubes {(PARACOMP)}},\n  booktitle    = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,\n                  {ICASSP} 2014, Florence, Italy, May 4-9, 2014},\n  pages        = {1--5},\n  publisher    = {{IEEE}},\n  year         = {2014},\n  url          = {https://doi.org/10.1109/ICASSP.2014.6853546},\n  doi          = {10.1109/ICASSP.2014.6853546},\n  timestamp    = {Sun, 25 Oct 2020 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/icassp/SidiropoulosPF14.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n VoidWiz: Resolving incompleteness using network effects.\n \n \n \n \n\n\n \n Christodoulakis, C.; Faloutsos, C.; and Miller, R. J.\n\n\n \n\n\n\n In Cruz, I. F.; Ferrari, E.; Tao, Y.; Bertino, E.; and Trajcevski, G., editor(s), IEEE 30th International Conference on Data Engineering, Chicago, ICDE 2014, IL, USA, March 31 - April 4, 2014, pages 1230–1233, 2014. IEEE Computer Society\n \n\n\n\n
\n\n\n\n \n \n \"VoidWiz:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n  \n \n 8 downloads\n \n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/icde/ChristodoulakisFM14,\n  author       = {Christina Christodoulakis and\n                  Christos Faloutsos and\n                  Ren{\\'{e}}e J. Miller},\n  editor       = {Isabel F. Cruz and\n                  Elena Ferrari and\n                  Yufei Tao and\n                  Elisa Bertino and\n                  Goce Trajcevski},\n  title        = {VoidWiz: Resolving incompleteness using network effects},\n  booktitle    = {{IEEE} 30th International Conference on Data Engineering, Chicago,\n                  {ICDE} 2014, IL, USA, March 31 - April 4, 2014},\n  pages        = {1230--1233},\n  publisher    = {{IEEE} Computer Society},\n  year         = {2014},\n  url          = {https://doi.org/10.1109/ICDE.2014.6816748},\n  doi          = {10.1109/ICDE.2014.6816748},\n  timestamp    = {Tue, 12 Nov 2024 10:12:41 +0100},\n  biburl       = {https://dblp.org/rec/conf/icde/ChristodoulakisFM14.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Spotting Suspicious Link Behavior with fBox: An Adversarial Perspective.\n \n \n \n \n\n\n \n Shah, N.; Beutel, A.; Gallagher, B.; and Faloutsos, C.\n\n\n \n\n\n\n In Kumar, R.; Toivonen, H.; Pei, J.; Huang, J. Z.; and Wu, X., editor(s), 2014 IEEE International Conference on Data Mining, ICDM 2014, Shenzhen, China, December 14-17, 2014, pages 959–964, 2014. IEEE Computer Society\n \n\n\n\n
\n\n\n\n \n \n \"SpottingPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/icdm/ShahBGF14,\n  author       = {Neil Shah and\n                  Alex Beutel and\n                  Brian Gallagher and\n                  Christos Faloutsos},\n  editor       = {Ravi Kumar and\n                  Hannu Toivonen and\n                  Jian Pei and\n                  Joshua Zhexue Huang and\n                  Xindong Wu},\n  title        = {Spotting Suspicious Link Behavior with fBox: An Adversarial Perspective},\n  booktitle    = {2014 {IEEE} International Conference on Data Mining, {ICDM} 2014,\n                  Shenzhen, China, December 14-17, 2014},\n  pages        = {959--964},\n  publisher    = {{IEEE} Computer Society},\n  year         = {2014},\n  url          = {https://doi.org/10.1109/ICDM.2014.36},\n  doi          = {10.1109/ICDM.2014.36},\n  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/icdm/ShahBGF14.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Good-enough brain model: challenges, algorithms and discoveries in multi-subject experiments.\n \n \n \n \n\n\n \n Papalexakis, E. E.; Fyshe, A.; Sidiropoulos, N. D.; Talukdar, P. P.; Mitchell, T. M.; and Faloutsos, C.\n\n\n \n\n\n\n In Macskassy, S. A.; Perlich, C.; Leskovec, J.; Wang, W.; and Ghani, R., editor(s), The 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, KDD '14, New York, NY, USA - August 24 - 27, 2014, pages 95–104, 2014. ACM\n \n\n\n\n
\n\n\n\n \n \n \"Good-enoughPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/kdd/PapalexakisFSTMF14,\n  author       = {Evangelos E. Papalexakis and\n                  Alona Fyshe and\n                  Nicholas D. Sidiropoulos and\n                  Partha Pratim Talukdar and\n                  Tom M. Mitchell and\n                  Christos Faloutsos},\n  editor       = {Sofus A. Macskassy and\n                  Claudia Perlich and\n                  Jure Leskovec and\n                  Wei Wang and\n                  Rayid Ghani},\n  title        = {Good-enough brain model: challenges, algorithms and discoveries in\n                  multi-subject experiments},\n  booktitle    = {The 20th {ACM} {SIGKDD} International Conference on Knowledge Discovery\n                  and Data Mining, {KDD} '14, New York, NY, {USA} - August 24 - 27,\n                  2014},\n  pages        = {95--104},\n  publisher    = {{ACM}},\n  year         = {2014},\n  url          = {https://doi.org/10.1145/2623330.2623639},\n  doi          = {10.1145/2623330.2623639},\n  timestamp    = {Wed, 07 Dec 2022 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/kdd/PapalexakisFSTMF14.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n FUNNEL: automatic mining of spatially coevolving epidemics.\n \n \n \n \n\n\n \n Matsubara, Y.; Sakurai, Y.; van Panhuis, W. G.; and Faloutsos, C.\n\n\n \n\n\n\n In Macskassy, S. A.; Perlich, C.; Leskovec, J.; Wang, W.; and Ghani, R., editor(s), The 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, KDD '14, New York, NY, USA - August 24 - 27, 2014, pages 105–114, 2014. ACM\n \n\n\n\n
\n\n\n\n \n \n \"FUNNEL:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/kdd/MatsubaraSPF14,\n  author       = {Yasuko Matsubara and\n                  Yasushi Sakurai and\n                  Willem G. van Panhuis and\n                  Christos Faloutsos},\n  editor       = {Sofus A. Macskassy and\n                  Claudia Perlich and\n                  Jure Leskovec and\n                  Wei Wang and\n                  Rayid Ghani},\n  title        = {{FUNNEL:} automatic mining of spatially coevolving epidemics},\n  booktitle    = {The 20th {ACM} {SIGKDD} International Conference on Knowledge Discovery\n                  and Data Mining, {KDD} '14, New York, NY, {USA} - August 24 - 27,\n                  2014},\n  pages        = {105--114},\n  publisher    = {{ACM}},\n  year         = {2014},\n  url          = {https://doi.org/10.1145/2623330.2623624},\n  doi          = {10.1145/2623330.2623624},\n  timestamp    = {Sun, 02 Jun 2019 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/kdd/MatsubaraSPF14.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Detecting anomalies in dynamic rating data: a robust probabilistic model for rating evolution.\n \n \n \n \n\n\n \n Günnemann, S.; Günnemann, N.; and Faloutsos, C.\n\n\n \n\n\n\n In Macskassy, S. A.; Perlich, C.; Leskovec, J.; Wang, W.; and Ghani, R., editor(s), The 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, KDD '14, New York, NY, USA - August 24 - 27, 2014, pages 841–850, 2014. ACM\n \n\n\n\n
\n\n\n\n \n \n \"DetectingPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/kdd/GunnemannGF14,\n  author       = {Stephan G{\\"{u}}nnemann and\n                  Nikou G{\\"{u}}nnemann and\n                  Christos Faloutsos},\n  editor       = {Sofus A. Macskassy and\n                  Claudia Perlich and\n                  Jure Leskovec and\n                  Wei Wang and\n                  Rayid Ghani},\n  title        = {Detecting anomalies in dynamic rating data: a robust probabilistic\n                  model for rating evolution},\n  booktitle    = {The 20th {ACM} {SIGKDD} International Conference on Knowledge Discovery\n                  and Data Mining, {KDD} '14, New York, NY, {USA} - August 24 - 27,\n                  2014},\n  pages        = {841--850},\n  publisher    = {{ACM}},\n  year         = {2014},\n  url          = {https://doi.org/10.1145/2623330.2623721},\n  doi          = {10.1145/2623330.2623721},\n  timestamp    = {Sun, 02 Jun 2019 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/kdd/GunnemannGF14.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n CatchSync: catching synchronized behavior in large directed graphs.\n \n \n \n \n\n\n \n Jiang, M.; Cui, P.; Beutel, A.; Faloutsos, C.; and Yang, S.\n\n\n \n\n\n\n In Macskassy, S. A.; Perlich, C.; Leskovec, J.; Wang, W.; and Ghani, R., editor(s), The 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, KDD '14, New York, NY, USA - August 24 - 27, 2014, pages 941–950, 2014. ACM\n \n\n\n\n
\n\n\n\n \n \n \"CatchSync:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/kdd/JiangCBFY14,\n  author       = {Meng Jiang and\n                  Peng Cui and\n                  Alex Beutel and\n                  Christos Faloutsos and\n                  Shiqiang Yang},\n  editor       = {Sofus A. Macskassy and\n                  Claudia Perlich and\n                  Jure Leskovec and\n                  Wei Wang and\n                  Rayid Ghani},\n  title        = {CatchSync: catching synchronized behavior in large directed graphs},\n  booktitle    = {The 20th {ACM} {SIGKDD} International Conference on Knowledge Discovery\n                  and Data Mining, {KDD} '14, New York, NY, {USA} - August 24 - 27,\n                  2014},\n  pages        = {941--950},\n  publisher    = {{ACM}},\n  year         = {2014},\n  url          = {https://doi.org/10.1145/2623330.2623632},\n  doi          = {10.1145/2623330.2623632},\n  timestamp    = {Sun, 02 Jun 2019 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/kdd/JiangCBFY14.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n MalSpot: Multi2 Malicious Network Behavior Patterns Analysis.\n \n \n \n \n\n\n \n Mao, C.; Wu, C.; Papalexakis, E. E.; Faloutsos, C.; Lee, K.; and Kao, T.\n\n\n \n\n\n\n In Tseng, V. S.; Ho, T. B.; Zhou, Z.; Chen, A. L. P.; and Kao, H., editor(s), Advances in Knowledge Discovery and Data Mining - 18th Pacific-Asia Conference, PAKDD 2014, Tainan, Taiwan, May 13-16, 2014. Proceedings, Part I, volume 8443, of Lecture Notes in Computer Science, pages 1–14, 2014. Springer\n \n\n\n\n
\n\n\n\n \n \n \"MalSpot:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/pakdd/MaoWPFLK14,\n  author       = {Ching{-}Hao Mao and\n                  Chung{-}Jung Wu and\n                  Evangelos E. Papalexakis and\n                  Christos Faloutsos and\n                  Kuo{-}Chen Lee and\n                  Tien{-}Cheu Kao},\n  editor       = {Vincent S. Tseng and\n                  Tu Bao Ho and\n                  Zhi{-}Hua Zhou and\n                  Arbee L. P. Chen and\n                  Hung{-}Yu Kao},\n  title        = {MalSpot: Multi2 Malicious Network Behavior Patterns Analysis},\n  booktitle    = {Advances in Knowledge Discovery and Data Mining - 18th Pacific-Asia\n                  Conference, {PAKDD} 2014, Tainan, Taiwan, May 13-16, 2014. Proceedings,\n                  Part {I}},\n  series       = {Lecture Notes in Computer Science},\n  volume       = {8443},\n  pages        = {1--14},\n  publisher    = {Springer},\n  year         = {2014},\n  url          = {https://doi.org/10.1007/978-3-319-06608-0\\_1},\n  doi          = {10.1007/978-3-319-06608-0\\_1},\n  timestamp    = {Sun, 25 Oct 2020 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/pakdd/MaoWPFLK14.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Inferring Strange Behavior from Connectivity Pattern in Social Networks.\n \n \n \n \n\n\n \n Jiang, M.; Cui, P.; Beutel, A.; Faloutsos, C.; and Yang, S.\n\n\n \n\n\n\n In Tseng, V. S.; Ho, T. B.; Zhou, Z.; Chen, A. L. P.; and Kao, H., editor(s), Advances in Knowledge Discovery and Data Mining - 18th Pacific-Asia Conference, PAKDD 2014, Tainan, Taiwan, May 13-16, 2014. Proceedings, Part I, volume 8443, of Lecture Notes in Computer Science, pages 126–138, 2014. Springer\n \n\n\n\n
\n\n\n\n \n \n \"InferringPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/pakdd/JiangCBFY14,\n  author       = {Meng Jiang and\n                  Peng Cui and\n                  Alex Beutel and\n                  Christos Faloutsos and\n                  Shiqiang Yang},\n  editor       = {Vincent S. Tseng and\n                  Tu Bao Ho and\n                  Zhi{-}Hua Zhou and\n                  Arbee L. P. Chen and\n                  Hung{-}Yu Kao},\n  title        = {Inferring Strange Behavior from Connectivity Pattern in Social Networks},\n  booktitle    = {Advances in Knowledge Discovery and Data Mining - 18th Pacific-Asia\n                  Conference, {PAKDD} 2014, Tainan, Taiwan, May 13-16, 2014. Proceedings,\n                  Part {I}},\n  series       = {Lecture Notes in Computer Science},\n  volume       = {8443},\n  pages        = {126--138},\n  publisher    = {Springer},\n  year         = {2014},\n  url          = {https://doi.org/10.1007/978-3-319-06608-0\\_11},\n  doi          = {10.1007/978-3-319-06608-0\\_11},\n  timestamp    = {Sun, 02 Jun 2019 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/pakdd/JiangCBFY14.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Beyond Poisson: Modeling Inter-Arrival Time of Requests in a Datacenter.\n \n \n \n \n\n\n \n Juan, D.; Li, L.; Peng, H.; Marculescu, D.; and Faloutsos, C.\n\n\n \n\n\n\n In Tseng, V. S.; Ho, T. B.; Zhou, Z.; Chen, A. L. P.; and Kao, H., editor(s), Advances in Knowledge Discovery and Data Mining - 18th Pacific-Asia Conference, PAKDD 2014, Tainan, Taiwan, May 13-16, 2014. Proceedings, Part II, volume 8444, of Lecture Notes in Computer Science, pages 198–209, 2014. Springer\n \n\n\n\n
\n\n\n\n \n \n \"BeyondPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/pakdd/JuanLPMF14,\n  author       = {Da{-}Cheng Juan and\n                  Lei Li and\n                  Huan{-}Kai Peng and\n                  Diana Marculescu and\n                  Christos Faloutsos},\n  editor       = {Vincent S. Tseng and\n                  Tu Bao Ho and\n                  Zhi{-}Hua Zhou and\n                  Arbee L. P. Chen and\n                  Hung{-}Yu Kao},\n  title        = {Beyond Poisson: Modeling Inter-Arrival Time of Requests in a Datacenter},\n  booktitle    = {Advances in Knowledge Discovery and Data Mining - 18th Pacific-Asia\n                  Conference, {PAKDD} 2014, Tainan, Taiwan, May 13-16, 2014. Proceedings,\n                  Part {II}},\n  series       = {Lecture Notes in Computer Science},\n  volume       = {8444},\n  pages        = {198--209},\n  publisher    = {Springer},\n  year         = {2014},\n  url          = {https://doi.org/10.1007/978-3-319-06605-9\\_17},\n  doi          = {10.1007/978-3-319-06605-9\\_17},\n  timestamp    = {Sat, 09 Apr 2022 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/pakdd/JuanLPMF14.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Com2: Fast Automatic Discovery of Temporal ('Comet') Communities.\n \n \n \n \n\n\n \n Araujo, M.; Papadimitriou, S.; Günnemann, S.; Faloutsos, C.; Basu, P.; Swami, A.; Papalexakis, E. E.; and Koutra, D.\n\n\n \n\n\n\n In Tseng, V. S.; Ho, T. B.; Zhou, Z.; Chen, A. L. P.; and Kao, H., editor(s), Advances in Knowledge Discovery and Data Mining - 18th Pacific-Asia Conference, PAKDD 2014, Tainan, Taiwan, May 13-16, 2014. Proceedings, Part II, volume 8444, of Lecture Notes in Computer Science, pages 271–283, 2014. Springer\n \n\n\n\n
\n\n\n\n \n \n \"Com2:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/pakdd/AraujoPGFBSPK14,\n  author       = {Miguel Araujo and\n                  Spiros Papadimitriou and\n                  Stephan G{\\"{u}}nnemann and\n                  Christos Faloutsos and\n                  Prithwish Basu and\n                  Ananthram Swami and\n                  Evangelos E. Papalexakis and\n                  Danai Koutra},\n  editor       = {Vincent S. Tseng and\n                  Tu Bao Ho and\n                  Zhi{-}Hua Zhou and\n                  Arbee L. P. Chen and\n                  Hung{-}Yu Kao},\n  title        = {Com2: Fast Automatic Discovery of Temporal ('Comet') Communities},\n  booktitle    = {Advances in Knowledge Discovery and Data Mining - 18th Pacific-Asia\n                  Conference, {PAKDD} 2014, Tainan, Taiwan, May 13-16, 2014. Proceedings,\n                  Part {II}},\n  series       = {Lecture Notes in Computer Science},\n  volume       = {8444},\n  pages        = {271--283},\n  publisher    = {Springer},\n  year         = {2014},\n  url          = {https://doi.org/10.1007/978-3-319-06605-9\\_23},\n  doi          = {10.1007/978-3-319-06605-9\\_23},\n  timestamp    = {Sun, 25 Oct 2020 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/pakdd/AraujoPGFBSPK14.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Net-Ray: Visualizing and Mining Billion-Scale Graphs.\n \n \n \n \n\n\n \n Kang, U; Lee, J. Y.; Koutra, D.; and Faloutsos, C.\n\n\n \n\n\n\n In Tseng, V. S.; Ho, T. B.; Zhou, Z.; Chen, A. L. P.; and Kao, H., editor(s), Advances in Knowledge Discovery and Data Mining - 18th Pacific-Asia Conference, PAKDD 2014, Tainan, Taiwan, May 13-16, 2014. Proceedings, Part I, volume 8443, of Lecture Notes in Computer Science, pages 348–361, 2014. Springer\n \n\n\n\n
\n\n\n\n \n \n \"Net-Ray:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/pakdd/KangLKF14,\n  author       = {U Kang and\n                  Jay Yoon Lee and\n                  Danai Koutra and\n                  Christos Faloutsos},\n  editor       = {Vincent S. Tseng and\n                  Tu Bao Ho and\n                  Zhi{-}Hua Zhou and\n                  Arbee L. P. Chen and\n                  Hung{-}Yu Kao},\n  title        = {Net-Ray: Visualizing and Mining Billion-Scale Graphs},\n  booktitle    = {Advances in Knowledge Discovery and Data Mining - 18th Pacific-Asia\n                  Conference, {PAKDD} 2014, Tainan, Taiwan, May 13-16, 2014. Proceedings,\n                  Part {I}},\n  series       = {Lecture Notes in Computer Science},\n  volume       = {8443},\n  pages        = {348--361},\n  publisher    = {Springer},\n  year         = {2014},\n  url          = {https://doi.org/10.1007/978-3-319-06608-0\\_29},\n  doi          = {10.1007/978-3-319-06608-0\\_29},\n  timestamp    = {Tue, 24 Sep 2019 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/pakdd/KangLKF14.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Influence Propagation: Patterns, Model and a Case Study.\n \n \n \n \n\n\n \n Lin, Y.; Raza, A. A.; Lee, J. Y.; Koutra, D.; Rosenfeld, R.; and Faloutsos, C.\n\n\n \n\n\n\n In Tseng, V. S.; Ho, T. B.; Zhou, Z.; Chen, A. L. P.; and Kao, H., editor(s), Advances in Knowledge Discovery and Data Mining - 18th Pacific-Asia Conference, PAKDD 2014, Tainan, Taiwan, May 13-16, 2014. Proceedings, Part I, volume 8443, of Lecture Notes in Computer Science, pages 386–397, 2014. Springer\n \n\n\n\n
\n\n\n\n \n \n \"InfluencePaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/pakdd/LinRLKRF14,\n  author       = {Yibin Lin and\n                  Agha Ali Raza and\n                  Jay Yoon Lee and\n                  Danai Koutra and\n                  Roni Rosenfeld and\n                  Christos Faloutsos},\n  editor       = {Vincent S. Tseng and\n                  Tu Bao Ho and\n                  Zhi{-}Hua Zhou and\n                  Arbee L. P. Chen and\n                  Hung{-}Yu Kao},\n  title        = {Influence Propagation: Patterns, Model and a Case Study},\n  booktitle    = {Advances in Knowledge Discovery and Data Mining - 18th Pacific-Asia\n                  Conference, {PAKDD} 2014, Tainan, Taiwan, May 13-16, 2014. Proceedings,\n                  Part {I}},\n  series       = {Lecture Notes in Computer Science},\n  volume       = {8443},\n  pages        = {386--397},\n  publisher    = {Springer},\n  year         = {2014},\n  url          = {https://doi.org/10.1007/978-3-319-06608-0\\_32},\n  doi          = {10.1007/978-3-319-06608-0\\_32},\n  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/pakdd/LinRLKRF14.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Fault-Tolerant Concept Detection in Information Networks.\n \n \n \n \n\n\n \n Kötter, T.; Günnemann, S.; Berthold, M. R.; and Faloutsos, C.\n\n\n \n\n\n\n In Tseng, V. S.; Ho, T. B.; Zhou, Z.; Chen, A. L. P.; and Kao, H., editor(s), Advances in Knowledge Discovery and Data Mining - 18th Pacific-Asia Conference, PAKDD 2014, Tainan, Taiwan, May 13-16, 2014. Proceedings, Part I, volume 8443, of Lecture Notes in Computer Science, pages 410–421, 2014. Springer\n \n\n\n\n
\n\n\n\n \n \n \"Fault-TolerantPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/pakdd/KotterGBF14,\n  author       = {Tobias K{\\"{o}}tter and\n                  Stephan G{\\"{u}}nnemann and\n                  Michael R. Berthold and\n                  Christos Faloutsos},\n  editor       = {Vincent S. Tseng and\n                  Tu Bao Ho and\n                  Zhi{-}Hua Zhou and\n                  Arbee L. P. Chen and\n                  Hung{-}Yu Kao},\n  title        = {Fault-Tolerant Concept Detection in Information Networks},\n  booktitle    = {Advances in Knowledge Discovery and Data Mining - 18th Pacific-Asia\n                  Conference, {PAKDD} 2014, Tainan, Taiwan, May 13-16, 2014. Proceedings,\n                  Part {I}},\n  series       = {Lecture Notes in Computer Science},\n  volume       = {8443},\n  pages        = {410--421},\n  publisher    = {Springer},\n  year         = {2014},\n  url          = {https://doi.org/10.1007/978-3-319-06608-0\\_34},\n  doi          = {10.1007/978-3-319-06608-0\\_34},\n  timestamp    = {Sun, 02 Jun 2019 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/pakdd/KotterGBF14.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Beyond Blocks: Hyperbolic Community Detection.\n \n \n \n \n\n\n \n Araujo, M.; Günnemann, S.; Mateos, G.; and Faloutsos, C.\n\n\n \n\n\n\n In Calders, T.; Esposito, F.; Hüllermeier, E.; and Meo, R., editor(s), Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2014, Nancy, France, September 15-19, 2014. Proceedings, Part I, volume 8724, of Lecture Notes in Computer Science, pages 50–65, 2014. Springer\n \n\n\n\n
\n\n\n\n \n \n \"BeyondPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/pkdd/AraujoGMF14,\n  author       = {Miguel Araujo and\n                  Stephan G{\\"{u}}nnemann and\n                  Gonzalo Mateos and\n                  Christos Faloutsos},\n  editor       = {Toon Calders and\n                  Floriana Esposito and\n                  Eyke H{\\"{u}}llermeier and\n                  Rosa Meo},\n  title        = {Beyond Blocks: Hyperbolic Community Detection},\n  booktitle    = {Machine Learning and Knowledge Discovery in Databases - European Conference,\n                  {ECML} {PKDD} 2014, Nancy, France, September 15-19, 2014. Proceedings,\n                  Part {I}},\n  series       = {Lecture Notes in Computer Science},\n  volume       = {8724},\n  pages        = {50--65},\n  publisher    = {Springer},\n  year         = {2014},\n  url          = {https://doi.org/10.1007/978-3-662-44848-9\\_4},\n  doi          = {10.1007/978-3-662-44848-9\\_4},\n  timestamp    = {Thu, 31 Oct 2019 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/pkdd/AraujoGMF14.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n PowerScope: Early Event Detection and Identification in Electric Power Systems.\n \n \n \n \n\n\n \n Weng, Y.; Faloutsos, C.; and Ilic, M. D.\n\n\n \n\n\n\n In Woon, W. L.; Aung, Z.; and Madnick, S. E., editor(s), Data Analytics for Renewable Energy Integration - Second ECML PKDD Workshop, DARE 2014, Nancy, France, September 19, 2014, Revised Selected Papers, volume 8817, of Lecture Notes in Computer Science, pages 67–80, 2014. Springer\n \n\n\n\n
\n\n\n\n \n \n \"PowerScope:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/pkdd/WengFI14,\n  author       = {Yang Weng and\n                  Christos Faloutsos and\n                  Marija D. Ilic},\n  editor       = {Wei Lee Woon and\n                  Zeyar Aung and\n                  Stuart E. Madnick},\n  title        = {PowerScope: Early Event Detection and Identification in Electric Power\n                  Systems},\n  booktitle    = {Data Analytics for Renewable Energy Integration - Second {ECML} {PKDD}\n                  Workshop, {DARE} 2014, Nancy, France, September 19, 2014, Revised\n                  Selected Papers},\n  series       = {Lecture Notes in Computer Science},\n  volume       = {8817},\n  pages        = {67--80},\n  publisher    = {Springer},\n  year         = {2014},\n  url          = {https://doi.org/10.1007/978-3-319-13290-7\\_6},\n  doi          = {10.1007/978-3-319-13290-7\\_6},\n  timestamp    = {Sun, 02 Jun 2019 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/pkdd/WengFI14.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Revisit Behavior in Social Media: The Phoenix-R Model and Discoveries.\n \n \n \n \n\n\n \n de Figueiredo, F. V. D.; Almeida, J. M.; Matsubara, Y.; Ribeiro, B.; and Faloutsos, C.\n\n\n \n\n\n\n In Calders, T.; Esposito, F.; Hüllermeier, E.; and Meo, R., editor(s), Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2014, Nancy, France, September 15-19, 2014. Proceedings, Part I, volume 8724, of Lecture Notes in Computer Science, pages 386–401, 2014. Springer\n \n\n\n\n
\n\n\n\n \n \n \"RevisitPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/pkdd/FigueiredoAMRF14,\n  author       = {Flavio V. D. de Figueiredo and\n                  Jussara M. Almeida and\n                  Yasuko Matsubara and\n                  Bruno Ribeiro and\n                  Christos Faloutsos},\n  editor       = {Toon Calders and\n                  Floriana Esposito and\n                  Eyke H{\\"{u}}llermeier and\n                  Rosa Meo},\n  title        = {Revisit Behavior in Social Media: The Phoenix-R Model and Discoveries},\n  booktitle    = {Machine Learning and Knowledge Discovery in Databases - European Conference,\n                  {ECML} {PKDD} 2014, Nancy, France, September 15-19, 2014. Proceedings,\n                  Part {I}},\n  series       = {Lecture Notes in Computer Science},\n  volume       = {8724},\n  pages        = {386--401},\n  publisher    = {Springer},\n  year         = {2014},\n  url          = {https://doi.org/10.1007/978-3-662-44848-9\\_25},\n  doi          = {10.1007/978-3-662-44848-9\\_25},\n  timestamp    = {Wed, 16 Feb 2022 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/pkdd/FigueiredoAMRF14.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Interestingness-Driven Diffusion Process Summarization in Dynamic Networks.\n \n \n \n \n\n\n \n Qu, Q.; Liu, S.; Jensen, C. S.; Zhu, F.; and Faloutsos, C.\n\n\n \n\n\n\n In Calders, T.; Esposito, F.; Hüllermeier, E.; and Meo, R., editor(s), Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2014, Nancy, France, September 15-19, 2014. Proceedings, Part II, volume 8725, of Lecture Notes in Computer Science, pages 597–613, 2014. Springer\n \n\n\n\n
\n\n\n\n \n \n \"Interestingness-DrivenPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/pkdd/QuLJZF14,\n  author       = {Qiang Qu and\n                  Siyuan Liu and\n                  Christian S. Jensen and\n                  Feida Zhu and\n                  Christos Faloutsos},\n  editor       = {Toon Calders and\n                  Floriana Esposito and\n                  Eyke H{\\"{u}}llermeier and\n                  Rosa Meo},\n  title        = {Interestingness-Driven Diffusion Process Summarization in Dynamic\n                  Networks},\n  booktitle    = {Machine Learning and Knowledge Discovery in Databases - European Conference,\n                  {ECML} {PKDD} 2014, Nancy, France, September 15-19, 2014. Proceedings,\n                  Part {II}},\n  series       = {Lecture Notes in Computer Science},\n  volume       = {8725},\n  pages        = {597--613},\n  publisher    = {Springer},\n  year         = {2014},\n  url          = {https://doi.org/10.1007/978-3-662-44851-9\\_38},\n  doi          = {10.1007/978-3-662-44851-9\\_38},\n  timestamp    = {Wed, 07 Dec 2022 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/pkdd/QuLJZF14.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n VOG: Summarizing and Understanding Large Graphs.\n \n \n \n \n\n\n \n Koutra, D.; Kang, U; Vreeken, J.; and Faloutsos, C.\n\n\n \n\n\n\n In Zaki, M. J.; Obradovic, Z.; Tan, P.; Banerjee, A.; Kamath, C.; and Parthasarathy, S., editor(s), Proceedings of the 2014 SIAM International Conference on Data Mining, Philadelphia, Pennsylvania, USA, April 24-26, 2014, pages 91–99, 2014. SIAM\n \n\n\n\n
\n\n\n\n \n \n \"VOG:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/sdm/KoutraKVF14,\n  author       = {Danai Koutra and\n                  U Kang and\n                  Jilles Vreeken and\n                  Christos Faloutsos},\n  editor       = {Mohammed Javeed Zaki and\n                  Zoran Obradovic and\n                  Pang{-}Ning Tan and\n                  Arindam Banerjee and\n                  Chandrika Kamath and\n                  Srinivasan Parthasarathy},\n  title        = {{VOG:} Summarizing and Understanding Large Graphs},\n  booktitle    = {Proceedings of the 2014 {SIAM} International Conference on Data Mining,\n                  Philadelphia, Pennsylvania, USA, April 24-26, 2014},\n  pages        = {91--99},\n  publisher    = {{SIAM}},\n  year         = {2014},\n  url          = {https://doi.org/10.1137/1.9781611973440.11},\n  doi          = {10.1137/1.9781611973440.11},\n  timestamp    = {Sun, 06 Oct 2024 21:13:56 +0200},\n  biburl       = {https://dblp.org/rec/conf/sdm/KoutraKVF14.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n FlexiFaCT: Scalable Flexible Factorization of Coupled Tensors on Hadoop.\n \n \n \n \n\n\n \n Beutel, A.; Talukdar, P. P.; Kumar, A.; Faloutsos, C.; Papalexakis, E. E.; and Xing, E. P.\n\n\n \n\n\n\n In Zaki, M. J.; Obradovic, Z.; Tan, P.; Banerjee, A.; Kamath, C.; and Parthasarathy, S., editor(s), Proceedings of the 2014 SIAM International Conference on Data Mining, Philadelphia, Pennsylvania, USA, April 24-26, 2014, pages 109–117, 2014. SIAM\n \n\n\n\n
\n\n\n\n \n \n \"FlexiFaCT:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/sdm/BeutelTKFPX14,\n  author       = {Alex Beutel and\n                  Partha Pratim Talukdar and\n                  Abhimanu Kumar and\n                  Christos Faloutsos and\n                  Evangelos E. Papalexakis and\n                  Eric P. Xing},\n  editor       = {Mohammed Javeed Zaki and\n                  Zoran Obradovic and\n                  Pang{-}Ning Tan and\n                  Arindam Banerjee and\n                  Chandrika Kamath and\n                  Srinivasan Parthasarathy},\n  title        = {FlexiFaCT: Scalable Flexible Factorization of Coupled Tensors on Hadoop},\n  booktitle    = {Proceedings of the 2014 {SIAM} International Conference on Data Mining,\n                  Philadelphia, Pennsylvania, USA, April 24-26, 2014},\n  pages        = {109--117},\n  publisher    = {{SIAM}},\n  year         = {2014},\n  url          = {https://doi.org/10.1137/1.9781611973440.13},\n  doi          = {10.1137/1.9781611973440.13},\n  timestamp    = {Sun, 25 Oct 2020 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/sdm/BeutelTKFPX14.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Turbo-SMT: Accelerating Coupled Sparse Matrix-Tensor Factorizations by 200x.\n \n \n \n \n\n\n \n Papalexakis, E. E.; Faloutsos, C.; Mitchell, T. M.; Talukdar, P. P.; Sidiropoulos, N. D.; and Murphy, B.\n\n\n \n\n\n\n In Zaki, M. J.; Obradovic, Z.; Tan, P.; Banerjee, A.; Kamath, C.; and Parthasarathy, S., editor(s), Proceedings of the 2014 SIAM International Conference on Data Mining, Philadelphia, Pennsylvania, USA, April 24-26, 2014, pages 118–126, 2014. SIAM\n \n\n\n\n
\n\n\n\n \n \n \"Turbo-SMT:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/sdm/PapalexakisFMTSM14,\n  author       = {Evangelos E. Papalexakis and\n                  Christos Faloutsos and\n                  Tom M. Mitchell and\n                  Partha Pratim Talukdar and\n                  Nicholas D. Sidiropoulos and\n                  Brian Murphy},\n  editor       = {Mohammed Javeed Zaki and\n                  Zoran Obradovic and\n                  Pang{-}Ning Tan and\n                  Arindam Banerjee and\n                  Chandrika Kamath and\n                  Srinivasan Parthasarathy},\n  title        = {Turbo-SMT: Accelerating Coupled Sparse Matrix-Tensor Factorizations\n                  by 200x},\n  booktitle    = {Proceedings of the 2014 {SIAM} International Conference on Data Mining,\n                  Philadelphia, Pennsylvania, USA, April 24-26, 2014},\n  pages        = {118--126},\n  publisher    = {{SIAM}},\n  year         = {2014},\n  url          = {https://doi.org/10.1137/1.9781611973440.14},\n  doi          = {10.1137/1.9781611973440.14},\n  timestamp    = {Sun, 25 Oct 2020 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/sdm/PapalexakisFMTSM14.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n AutoPlait: automatic mining of co-evolving time sequences.\n \n \n \n \n\n\n \n Matsubara, Y.; Sakurai, Y.; and Faloutsos, C.\n\n\n \n\n\n\n In Dyreson, C. E.; Li, F.; and Özsu, M. T., editor(s), International Conference on Management of Data, SIGMOD 2014, Snowbird, UT, USA, June 22-27, 2014, pages 193–204, 2014. ACM\n \n\n\n\n
\n\n\n\n \n \n \"AutoPlait:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/sigmod/MatsubaraSF14,\n  author       = {Yasuko Matsubara and\n                  Yasushi Sakurai and\n                  Christos Faloutsos},\n  editor       = {Curtis E. Dyreson and\n                  Feifei Li and\n                  M. Tamer {\\"{O}}zsu},\n  title        = {AutoPlait: automatic mining of co-evolving time sequences},\n  booktitle    = {International Conference on Management of Data, {SIGMOD} 2014, Snowbird,\n                  UT, USA, June 22-27, 2014},\n  pages        = {193--204},\n  publisher    = {{ACM}},\n  year         = {2014},\n  url          = {https://doi.org/10.1145/2588555.2588556},\n  doi          = {10.1145/2588555.2588556},\n  timestamp    = {Sun, 02 Jun 2019 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/sigmod/MatsubaraSF14.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Data-driven topology estimation.\n \n \n \n \n\n\n \n Weng, Y.; Faloutsos, C.; and Ilic, M. D.\n\n\n \n\n\n\n In 2014 IEEE International Conference on Smart Grid Communications, SmartGridComm 2014, Venice, Italy, November 3-6, 2014, pages 560–565, 2014. IEEE\n \n\n\n\n
\n\n\n\n \n \n \"Data-drivenPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/smartgridcomm/WengFI14,\n  author       = {Yang Weng and\n                  Christos Faloutsos and\n                  Marija D. Ilic},\n  title        = {Data-driven topology estimation},\n  booktitle    = {2014 {IEEE} International Conference on Smart Grid Communications,\n                  SmartGridComm 2014, Venice, Italy, November 3-6, 2014},\n  pages        = {560--565},\n  publisher    = {{IEEE}},\n  year         = {2014},\n  url          = {https://doi.org/10.1109/SmartGridComm.2014.7007706},\n  doi          = {10.1109/SMARTGRIDCOMM.2014.7007706},\n  timestamp    = {Wed, 16 Oct 2019 14:14:53 +0200},\n  biburl       = {https://dblp.org/rec/conf/smartgridcomm/WengFI14.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Large graph mining: patterns, cascades, fraud detection, and algorithms.\n \n \n \n \n\n\n \n Faloutsos, C.\n\n\n \n\n\n\n In Chung, C.; Broder, A. Z.; Shim, K.; and Suel, T., editor(s), 23rd International World Wide Web Conference, WWW '14, Seoul, Republic of Korea, April 7-11, 2014, pages 1–2, 2014. ACM\n \n\n\n\n
\n\n\n\n \n \n \"LargePaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/www/Faloutsos14,\n  author       = {Christos Faloutsos},\n  editor       = {Chin{-}Wan Chung and\n                  Andrei Z. Broder and\n                  Kyuseok Shim and\n                  Torsten Suel},\n  title        = {Large graph mining: patterns, cascades, fraud detection, and algorithms},\n  booktitle    = {23rd International World Wide Web Conference, {WWW} '14, Seoul, Republic\n                  of Korea, April 7-11, 2014},\n  pages        = {1--2},\n  publisher    = {{ACM}},\n  year         = {2014},\n  url          = {https://doi.org/10.1145/2566486.2576889},\n  doi          = {10.1145/2566486.2576889},\n  timestamp    = {Sun, 02 Jun 2019 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/www/Faloutsos14.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n CoBaFi: collaborative bayesian filtering.\n \n \n \n \n\n\n \n Beutel, A.; Murray, K.; Faloutsos, C.; and Smola, A. J.\n\n\n \n\n\n\n In Chung, C.; Broder, A. Z.; Shim, K.; and Suel, T., editor(s), 23rd International World Wide Web Conference, WWW '14, Seoul, Republic of Korea, April 7-11, 2014, pages 97–108, 2014. ACM\n \n\n\n\n
\n\n\n\n \n \n \"CoBaFi:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/www/BeutelMFS14,\n  author       = {Alex Beutel and\n                  Kenton Murray and\n                  Christos Faloutsos and\n                  Alexander J. Smola},\n  editor       = {Chin{-}Wan Chung and\n                  Andrei Z. Broder and\n                  Kyuseok Shim and\n                  Torsten Suel},\n  title        = {CoBaFi: collaborative bayesian filtering},\n  booktitle    = {23rd International World Wide Web Conference, {WWW} '14, Seoul, Republic\n                  of Korea, April 7-11, 2014},\n  pages        = {97--108},\n  publisher    = {{ACM}},\n  year         = {2014},\n  url          = {https://doi.org/10.1145/2566486.2568040},\n  doi          = {10.1145/2566486.2568040},\n  timestamp    = {Sun, 02 Jun 2019 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/www/BeutelMFS14.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Trust prediction using positive, implicit, and negative information.\n \n \n \n \n\n\n \n Jang, M.; Faloutsos, C.; and Kim, S.\n\n\n \n\n\n\n In Chung, C.; Broder, A. Z.; Shim, K.; and Suel, T., editor(s), 23rd International World Wide Web Conference, WWW '14, Seoul, Republic of Korea, April 7-11, 2014, Companion Volume, pages 303–304, 2014. ACM\n \n\n\n\n
\n\n\n\n \n \n \"TrustPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/www/JangFK14,\n  author       = {Min{-}Hee Jang and\n                  Christos Faloutsos and\n                  Sang{-}Wook Kim},\n  editor       = {Chin{-}Wan Chung and\n                  Andrei Z. Broder and\n                  Kyuseok Shim and\n                  Torsten Suel},\n  title        = {Trust prediction using positive, implicit, and negative information},\n  booktitle    = {23rd International World Wide Web Conference, {WWW} '14, Seoul, Republic\n                  of Korea, April 7-11, 2014, Companion Volume},\n  pages        = {303--304},\n  publisher    = {{ACM}},\n  year         = {2014},\n  url          = {https://doi.org/10.1145/2567948.2577288},\n  doi          = {10.1145/2567948.2577288},\n  timestamp    = {Sun, 02 Jun 2019 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/www/JangFK14.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Detecting suspicious following behavior in multimillion-node social networks.\n \n \n \n \n\n\n \n Jiang, M.; Cui, P.; Beutel, A.; Faloutsos, C.; and Yang, S.\n\n\n \n\n\n\n In Chung, C.; Broder, A. Z.; Shim, K.; and Suel, T., editor(s), 23rd International World Wide Web Conference, WWW '14, Seoul, Republic of Korea, April 7-11, 2014, Companion Volume, pages 305–306, 2014. ACM\n \n\n\n\n
\n\n\n\n \n \n \"DetectingPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/www/JiangCBFY14,\n  author       = {Meng Jiang and\n                  Peng Cui and\n                  Alex Beutel and\n                  Christos Faloutsos and\n                  Shiqiang Yang},\n  editor       = {Chin{-}Wan Chung and\n                  Andrei Z. Broder and\n                  Kyuseok Shim and\n                  Torsten Suel},\n  title        = {Detecting suspicious following behavior in multimillion-node social\n                  networks},\n  booktitle    = {23rd International World Wide Web Conference, {WWW} '14, Seoul, Republic\n                  of Korea, April 7-11, 2014, Companion Volume},\n  pages        = {305--306},\n  publisher    = {{ACM}},\n  year         = {2014},\n  url          = {https://doi.org/10.1145/2567948.2577306},\n  doi          = {10.1145/2567948.2577306},\n  timestamp    = {Sun, 02 Jun 2019 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/www/JiangCBFY14.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Robust multivariate autoregression for anomaly detection in dynamic product ratings.\n \n \n \n \n\n\n \n Günnemann, N.; Günnemann, S.; and Faloutsos, C.\n\n\n \n\n\n\n In Chung, C.; Broder, A. Z.; Shim, K.; and Suel, T., editor(s), 23rd International World Wide Web Conference, WWW '14, Seoul, Republic of Korea, April 7-11, 2014, pages 361–372, 2014. ACM\n \n\n\n\n
\n\n\n\n \n \n \"RobustPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/www/GunnemannGF14,\n  author       = {Nikou G{\\"{u}}nnemann and\n                  Stephan G{\\"{u}}nnemann and\n                  Christos Faloutsos},\n  editor       = {Chin{-}Wan Chung and\n                  Andrei Z. Broder and\n                  Kyuseok Shim and\n                  Torsten Suel},\n  title        = {Robust multivariate autoregression for anomaly detection in dynamic\n                  product ratings},\n  booktitle    = {23rd International World Wide Web Conference, {WWW} '14, Seoul, Republic\n                  of Korea, April 7-11, 2014},\n  pages        = {361--372},\n  publisher    = {{ACM}},\n  year         = {2014},\n  url          = {https://doi.org/10.1145/2566486.2568008},\n  doi          = {10.1145/2566486.2568008},\n  timestamp    = {Sun, 02 Jun 2019 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/www/GunnemannGF14.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Spotting misbehaviors in location-based social networks using tensors.\n \n \n \n \n\n\n \n Papalexakis, E. E.; Pelechrinis, K.; and Faloutsos, C.\n\n\n \n\n\n\n In Chung, C.; Broder, A. Z.; Shim, K.; and Suel, T., editor(s), 23rd International World Wide Web Conference, WWW '14, Seoul, Republic of Korea, April 7-11, 2014, Companion Volume, pages 551–552, 2014. ACM\n \n\n\n\n
\n\n\n\n \n \n \"SpottingPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/www/PapalexakisPF14,\n  author       = {Evangelos E. Papalexakis and\n                  Konstantinos Pelechrinis and\n                  Christos Faloutsos},\n  editor       = {Chin{-}Wan Chung and\n                  Andrei Z. Broder and\n                  Kyuseok Shim and\n                  Torsten Suel},\n  title        = {Spotting misbehaviors in location-based social networks using tensors},\n  booktitle    = {23rd International World Wide Web Conference, {WWW} '14, Seoul, Republic\n                  of Korea, April 7-11, 2014, Companion Volume},\n  pages        = {551--552},\n  publisher    = {{ACM}},\n  year         = {2014},\n  url          = {https://doi.org/10.1145/2567948.2576950},\n  doi          = {10.1145/2567948.2576950},\n  timestamp    = {Sun, 25 Oct 2020 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/www/PapalexakisPF14.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Mining Tera-Scale Graphs with \"Pegasus\": Algorithms and Discoveries.\n \n \n \n \n\n\n \n Kang, U; and Faloutsos, C.\n\n\n \n\n\n\n In Gkoulalas-Divanis, A.; and Labbi, A., editor(s), Large-Scale Data Analytics, pages 75–99. Springer, 2014.\n \n\n\n\n
\n\n\n\n \n \n \"MiningPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@incollection{DBLP:books/sp/14/KangF14,\n  author       = {U Kang and\n                  Christos Faloutsos},\n  editor       = {Aris Gkoulalas{-}Divanis and\n                  Abderrahim Labbi},\n  title        = {Mining Tera-Scale Graphs with "Pegasus": Algorithms and Discoveries},\n  booktitle    = {Large-Scale Data Analytics},\n  pages        = {75--99},\n  publisher    = {Springer},\n  year         = {2014},\n  url          = {https://doi.org/10.1007/978-1-4614-9242-9\\_3},\n  doi          = {10.1007/978-1-4614-9242-9\\_3},\n  timestamp    = {Tue, 24 Sep 2019 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/books/sp/14/KangF14.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Modeling Website Popularity Competition in the Attention-Activity Marketplace.\n \n \n \n \n\n\n \n Ribeiro, B.; and Faloutsos, C.\n\n\n \n\n\n\n CoRR, abs/1403.0600. 2014.\n \n\n\n\n
\n\n\n\n \n \n \"ModelingPaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/corr/RibeiroF14,\n  author       = {Bruno Ribeiro and\n                  Christos Faloutsos},\n  title        = {Modeling Website Popularity Competition in the Attention-Activity\n                  Marketplace},\n  journal      = {CoRR},\n  volume       = {abs/1403.0600},\n  year         = {2014},\n  url          = {http://arxiv.org/abs/1403.0600},\n  eprinttype    = {arXiv},\n  eprint       = {1403.0600},\n  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/corr/RibeiroF14.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Universal and Distinct Properties of Communication Dynamics: How to Generate Realistic Inter-event Times.\n \n \n \n \n\n\n \n de Melo, P. O. S. V.; Faloutsos, C.; Assunção, R. M.; Alves, R.; and Loureiro, A. A. F.\n\n\n \n\n\n\n CoRR, abs/1403.4997. 2014.\n \n\n\n\n
\n\n\n\n \n \n \"UniversalPaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/corr/MeloFAAL14,\n  author       = {Pedro O. S. Vaz de Melo and\n                  Christos Faloutsos and\n                  Renato M. Assun{\\c{c}}{\\~{a}}o and\n                  Rodrigo Alves and\n                  Antonio A. F. Loureiro},\n  title        = {Universal and Distinct Properties of Communication Dynamics: How to\n                  Generate Realistic Inter-event Times},\n  journal      = {CoRR},\n  volume       = {abs/1403.4997},\n  year         = {2014},\n  url          = {http://arxiv.org/abs/1403.4997},\n  eprinttype    = {arXiv},\n  eprint       = {1403.4997},\n  timestamp    = {Tue, 09 Mar 2021 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/corr/MeloFAAL14.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Revisit Behavior in Social Media: The Phoenix-R Model and Discoveries.\n \n \n \n \n\n\n \n de Figueiredo, F. V. D.; Almeida, J. M.; Matsubara, Y.; Ribeiro, B.; and Faloutsos, C.\n\n\n \n\n\n\n CoRR, abs/1405.1459. 2014.\n \n\n\n\n
\n\n\n\n \n \n \"RevisitPaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/corr/FigueiredoAMRF14,\n  author       = {Flavio V. D. de Figueiredo and\n                  Jussara M. Almeida and\n                  Yasuko Matsubara and\n                  Bruno Ribeiro and\n                  Christos Faloutsos},\n  title        = {Revisit Behavior in Social Media: The Phoenix-R Model and Discoveries},\n  journal      = {CoRR},\n  volume       = {abs/1405.1459},\n  year         = {2014},\n  url          = {http://arxiv.org/abs/1405.1459},\n  eprinttype    = {arXiv},\n  eprint       = {1405.1459},\n  timestamp    = {Wed, 16 Feb 2022 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/corr/FigueiredoAMRF14.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n VoG: Summarizing and Understanding Large Graphs.\n \n \n \n \n\n\n \n Koutra, D.; Kang, U; Vreeken, J.; and Faloutsos, C.\n\n\n \n\n\n\n CoRR, abs/1406.3411. 2014.\n \n\n\n\n
\n\n\n\n \n \n \"VoG:Paper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/corr/KoutraKVF14,\n  author       = {Danai Koutra and\n                  U Kang and\n                  Jilles Vreeken and\n                  Christos Faloutsos},\n  title        = {VoG: Summarizing and Understanding Large Graphs},\n  journal      = {CoRR},\n  volume       = {abs/1406.3411},\n  year         = {2014},\n  url          = {http://arxiv.org/abs/1406.3411},\n  eprinttype    = {arXiv},\n  eprint       = {1406.3411},\n  timestamp    = {Tue, 24 Sep 2019 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/corr/KoutraKVF14.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Linearized and Turbo Belief Propagation.\n \n \n \n \n\n\n \n Gatterbauer, W.; Günnemann, S.; Koutra, D.; and Faloutsos, C.\n\n\n \n\n\n\n CoRR, abs/1406.7288. 2014.\n \n\n\n\n
\n\n\n\n \n \n \"LinearizedPaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/corr/GatterbauerGKF14,\n  author       = {Wolfgang Gatterbauer and\n                  Stephan G{\\"{u}}nnemann and\n                  Danai Koutra and\n                  Christos Faloutsos},\n  title        = {Linearized and Turbo Belief Propagation},\n  journal      = {CoRR},\n  volume       = {abs/1406.7288},\n  year         = {2014},\n  url          = {http://arxiv.org/abs/1406.7288},\n  eprinttype    = {arXiv},\n  eprint       = {1406.7288},\n  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/corr/GatterbauerGKF14.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Standards for Graph Algorithm Primitives.\n \n \n \n \n\n\n \n Mattson, T.; Bader, D. A.; Berry, J. W.; Buluç, A.; Dongarra, J. J.; Faloutsos, C.; Feo, J.; Gilbert, J. R.; Gonzalez, J.; Hendrickson, B.; Kepner, J.; Leiserson, C. E.; Lumsdaine, A.; Padua, D. A.; Poole, S. W.; Reinhardt, S. P.; Stonebraker, M.; Wallach, S.; and Yoo, A.\n\n\n \n\n\n\n CoRR, abs/1408.0393. 2014.\n \n\n\n\n
\n\n\n\n \n \n \"StandardsPaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/corr/MattsonBBBDFFGGHKLLPPRSWY14,\n  author       = {Tim Mattson and\n                  David A. Bader and\n                  Jonathan W. Berry and\n                  Aydin Bulu{\\c{c}} and\n                  Jack J. Dongarra and\n                  Christos Faloutsos and\n                  John Feo and\n                  John R. Gilbert and\n                  Joseph Gonzalez and\n                  Bruce Hendrickson and\n                  Jeremy Kepner and\n                  Charles E. Leiserson and\n                  Andrew Lumsdaine and\n                  David A. Padua and\n                  Stephen W. Poole and\n                  Steven P. Reinhardt and\n                  Mike Stonebraker and\n                  Steve Wallach and\n                  Andrew Yoo},\n  title        = {Standards for Graph Algorithm Primitives},\n  journal      = {CoRR},\n  volume       = {abs/1408.0393},\n  year         = {2014},\n  url          = {http://arxiv.org/abs/1408.0393},\n  eprinttype    = {arXiv},\n  eprint       = {1408.0393},\n  timestamp    = {Tue, 05 May 2020 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/corr/MattsonBBBDFFGGHKLLPPRSWY14.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Spotting Suspicious Link Behavior with fBox: An Adversarial Perspective.\n \n \n \n \n\n\n \n Shah, N.; Beutel, A.; Gallagher, B.; and Faloutsos, C.\n\n\n \n\n\n\n CoRR, abs/1410.3915. 2014.\n \n\n\n\n
\n\n\n\n \n \n \"SpottingPaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/corr/ShahBGF14,\n  author       = {Neil Shah and\n                  Alex Beutel and\n                  Brian Gallagher and\n                  Christos Faloutsos},\n  title        = {Spotting Suspicious Link Behavior with fBox: An Adversarial Perspective},\n  journal      = {CoRR},\n  volume       = {abs/1410.3915},\n  year         = {2014},\n  url          = {http://arxiv.org/abs/1410.3915},\n  eprinttype    = {arXiv},\n  eprint       = {1410.3915},\n  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/corr/ShahBGF14.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n  \n 2013\n \n \n (33)\n \n \n
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\n \n\n \n \n \n \n \n \n Data Mining in Large Sets of Complex Data.\n \n \n \n \n\n\n \n Cordeiro, R. L. F.; Faloutsos, C.; and Jr., C. T.\n\n\n \n\n\n\n of Springer Briefs in Computer ScienceSpringer, 2013.\n \n\n\n\n
\n\n\n\n \n \n \"DataPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@book{DBLP:books/daglib/0031134,\n  author       = {Robson L. F. Cordeiro and\n                  Christos Faloutsos and\n                  Caetano Traina Jr.},\n  title        = {Data Mining in Large Sets of Complex Data},\n  series       = {Springer Briefs in Computer Science},\n  publisher    = {Springer},\n  year         = {2013},\n  url          = {https://doi.org/10.1007/978-1-4471-4890-6},\n  doi          = {10.1007/978-1-4471-4890-6},\n  isbn         = {978-1-4471-4889-0},\n  timestamp    = {Sun, 02 Jun 2019 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/books/daglib/0031134.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Coercively Adjusted Auto Regression Model for Forecasting in Epilepsy EEG.\n \n \n \n \n\n\n \n Kim, S.; Faloutsos, C.; and Yang, H.\n\n\n \n\n\n\n Comput. Math. Methods Medicine, 2013: 545613:1–545613:12. 2013.\n \n\n\n\n
\n\n\n\n \n \n \"CoercivelyPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/cmmm/KimFY13,\n  author       = {Sun{-}Hee Kim and\n                  Christos Faloutsos and\n                  Hyung{-}Jeong Yang},\n  title        = {Coercively Adjusted Auto Regression Model for Forecasting in Epilepsy\n                  {EEG}},\n  journal      = {Comput. Math. Methods Medicine},\n  volume       = {2013},\n  pages        = {545613:1--545613:12},\n  year         = {2013},\n  url          = {https://doi.org/10.1155/2013/545613},\n  doi          = {10.1155/2013/545613},\n  timestamp    = {Sat, 25 Apr 2020 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/cmmm/KimFY13.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Large Scale Tensor Decompositions: Algorithmic Developments and Applications.\n \n \n \n \n\n\n \n Papalexakis, E. E.; Kang, U; Faloutsos, C.; Sidiropoulos, N. D.; and Harpale, A.\n\n\n \n\n\n\n IEEE Data Eng. Bull., 36(3): 59–66. 2013.\n \n\n\n\n
\n\n\n\n \n \n \"LargePaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/debu/PapalexakisKFSH13,\n  author       = {Evangelos E. Papalexakis and\n                  U Kang and\n                  Christos Faloutsos and\n                  Nicholas D. Sidiropoulos and\n                  Abhay Harpale},\n  title        = {Large Scale Tensor Decompositions: Algorithmic Developments and Applications},\n  journal      = {{IEEE} Data Eng. Bull.},\n  volume       = {36},\n  number       = {3},\n  pages        = {59--66},\n  year         = {2013},\n  url          = {http://sites.computer.org/debull/A13sept/p59.pdf},\n  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/debu/PapalexakisKFSH13.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Competing Memes Propagation on Networks: A Network Science Perspective.\n \n \n \n \n\n\n \n Wei, X.; Valler, N.; Prakash, B. A.; Neamtiu, I.; Faloutsos, M.; and Faloutsos, C.\n\n\n \n\n\n\n IEEE J. Sel. Areas Commun., 31(6): 1049–1060. 2013.\n \n\n\n\n
\n\n\n\n \n \n \"CompetingPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/jsac/WeiVPNFF13,\n  author       = {Xuetao Wei and\n                  Nicholas Valler and\n                  B. Aditya Prakash and\n                  Iulian Neamtiu and\n                  Michalis Faloutsos and\n                  Christos Faloutsos},\n  title        = {Competing Memes Propagation on Networks: {A} Network Science Perspective},\n  journal      = {{IEEE} J. Sel. Areas Commun.},\n  volume       = {31},\n  number       = {6},\n  pages        = {1049--1060},\n  year         = {2013},\n  url          = {https://doi.org/10.1109/JSAC.2013.130607},\n  doi          = {10.1109/JSAC.2013.130607},\n  timestamp    = {Mon, 26 Oct 2020 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/jsac/WeiVPNFF13.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Large Graph Analysis in the GMine System.\n \n \n \n \n\n\n \n Jr., J. F. R.; Tong, H.; Pan, J.; Traina, A. J. M.; Jr., C. T.; and Faloutsos, C.\n\n\n \n\n\n\n IEEE Trans. Knowl. Data Eng., 25(1): 106–118. 2013.\n \n\n\n\n
\n\n\n\n \n \n \"LargePaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/tkde/RodriguesTPTTF13,\n  author       = {Jos{\\'{e}} Fernando Rodrigues Jr. and\n                  Hanghang Tong and\n                  Jia{-}Yu Pan and\n                  Agma J. M. Traina and\n                  Caetano Traina Jr. and\n                  Christos Faloutsos},\n  title        = {Large Graph Analysis in the GMine System},\n  journal      = {{IEEE} Trans. Knowl. Data Eng.},\n  volume       = {25},\n  number       = {1},\n  pages        = {106--118},\n  year         = {2013},\n  url          = {https://doi.org/10.1109/TKDE.2011.199},\n  doi          = {10.1109/TKDE.2011.199},\n  timestamp    = {Sun, 06 Oct 2024 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/tkde/RodriguesTPTTF13.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Halite: Fast and Scalable Multiresolution Local-Correlation Clustering.\n \n \n \n \n\n\n \n Cordeiro, R. L. F.; Traina, A. J. M.; Faloutsos, C.; and Jr., C. T.\n\n\n \n\n\n\n IEEE Trans. Knowl. Data Eng., 25(2): 387–401. 2013.\n \n\n\n\n
\n\n\n\n \n \n \"Halite:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/tkde/CordeiroTFT13,\n  author       = {Robson Leonardo Ferreira Cordeiro and\n                  Agma J. M. Traina and\n                  Christos Faloutsos and\n                  Caetano Traina Jr.},\n  title        = {Halite: Fast and Scalable Multiresolution Local-Correlation Clustering},\n  journal      = {{IEEE} Trans. Knowl. Data Eng.},\n  volume       = {25},\n  number       = {2},\n  pages        = {387--401},\n  year         = {2013},\n  url          = {https://doi.org/10.1109/TKDE.2011.176},\n  doi          = {10.1109/TKDE.2011.176},\n  timestamp    = {Sun, 06 Oct 2024 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/tkde/CordeiroTFT13.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n TSum: fast, principled table summarization.\n \n \n \n \n\n\n \n Chen, J.; Pan, J.; Faloutsos, C.; and Papadimitriou, S.\n\n\n \n\n\n\n In Saka, E.; Shen, D.; Gao, B.; Yan, J.; and Li, Y., editor(s), Proceedings of the Seventh International Workshop on Data Mining for Online Advertising, ADKDD '13, Chicago, Illinois, USA, August 11, 2013, pages 2:1–2:9, 2013. ACM\n \n\n\n\n
\n\n\n\n \n \n \"TSum:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/adkdd/ChenPFP13,\n  author       = {Jieying Chen and\n                  Jia{-}Yu Pan and\n                  Christos Faloutsos and\n                  Spiros Papadimitriou},\n  editor       = {Esin Saka and\n                  Dou Shen and\n                  Bin Gao and\n                  Jun Yan and\n                  Ying Li},\n  title        = {TSum: fast, principled table summarization},\n  booktitle    = {Proceedings of the Seventh International Workshop on Data Mining for\n                  Online Advertising, {ADKDD} '13, Chicago, Illinois, USA, August 11,\n                  2013},\n  pages        = {2:1--2:9},\n  publisher    = {{ACM}},\n  year         = {2013},\n  url          = {https://doi.org/10.1145/2501040.2501981},\n  doi          = {10.1145/2501040.2501981},\n  timestamp    = {Tue, 20 Aug 2024 07:54:42 +0200},\n  biburl       = {https://dblp.org/rec/conf/adkdd/ChenPFP13.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Spatio-temporal mining of software adoption & penetration.\n \n \n \n \n\n\n \n Papalexakis, E. E.; Dumitras, T.; Chau, D. H. (.; Prakash, B. A.; and Faloutsos, C.\n\n\n \n\n\n\n In Rokne, J. G.; and Faloutsos, C., editor(s), Advances in Social Networks Analysis and Mining 2013, ASONAM '13, Niagara, ON, Canada - August 25 - 29, 2013, pages 878–885, 2013. ACM\n \n\n\n\n
\n\n\n\n \n \n \"Spatio-temporalPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/asunam/PapalexakisDCPF13,\n  author       = {Evangelos E. Papalexakis and\n                  Tudor Dumitras and\n                  Duen Horng (Polo) Chau and\n                  B. Aditya Prakash and\n                  Christos Faloutsos},\n  editor       = {Jon G. Rokne and\n                  Christos Faloutsos},\n  title        = {Spatio-temporal mining of software adoption {\\&} penetration},\n  booktitle    = {Advances in Social Networks Analysis and Mining 2013, {ASONAM} '13,\n                  Niagara, ON, Canada - August 25 - 29, 2013},\n  pages        = {878--885},\n  publisher    = {{ACM}},\n  year         = {2013},\n  url          = {https://doi.org/10.1145/2492517.2500244},\n  doi          = {10.1145/2492517.2500244},\n  timestamp    = {Fri, 09 Apr 2021 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/asunam/PapalexakisDCPF13.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Analysis of the reputation system and user contributions on a question answering website: StackOverflow.\n \n \n \n \n\n\n \n Movshovitz-Attias, D.; Movshovitz-Attias, Y.; Steenkiste, P.; and Faloutsos, C.\n\n\n \n\n\n\n In Rokne, J. G.; and Faloutsos, C., editor(s), Advances in Social Networks Analysis and Mining 2013, ASONAM '13, Niagara, ON, Canada - August 25 - 29, 2013, pages 886–893, 2013. ACM\n \n\n\n\n
\n\n\n\n \n \n \"AnalysisPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/asunam/Movshovitz-AttiasMSF13,\n  author       = {Dana Movshovitz{-}Attias and\n                  Yair Movshovitz{-}Attias and\n                  Peter Steenkiste and\n                  Christos Faloutsos},\n  editor       = {Jon G. Rokne and\n                  Christos Faloutsos},\n  title        = {Analysis of the reputation system and user contributions on a question\n                  answering website: StackOverflow},\n  booktitle    = {Advances in Social Networks Analysis and Mining 2013, {ASONAM} '13,\n                  Niagara, ON, Canada - August 25 - 29, 2013},\n  pages        = {886--893},\n  publisher    = {{ACM}},\n  year         = {2013},\n  url          = {https://doi.org/10.1145/2492517.2500242},\n  doi          = {10.1145/2492517.2500242},\n  timestamp    = {Sun, 06 Aug 2023 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/asunam/Movshovitz-AttiasMSF13.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Network similarity via multiple social theories.\n \n \n \n \n\n\n \n Berlingerio, M.; Koutra, D.; Eliassi-Rad, T.; and Faloutsos, C.\n\n\n \n\n\n\n In Rokne, J. G.; and Faloutsos, C., editor(s), Advances in Social Networks Analysis and Mining 2013, ASONAM '13, Niagara, ON, Canada - August 25 - 29, 2013, pages 1439–1440, 2013. ACM\n \n\n\n\n
\n\n\n\n \n \n \"NetworkPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/asunam/BerlingerioKEF13,\n  author       = {Michele Berlingerio and\n                  Danai Koutra and\n                  Tina Eliassi{-}Rad and\n                  Christos Faloutsos},\n  editor       = {Jon G. Rokne and\n                  Christos Faloutsos},\n  title        = {Network similarity via multiple social theories},\n  booktitle    = {Advances in Social Networks Analysis and Mining 2013, {ASONAM} '13,\n                  Niagara, ON, Canada - August 25 - 29, 2013},\n  pages        = {1439--1440},\n  publisher    = {{ACM}},\n  year         = {2013},\n  url          = {https://doi.org/10.1145/2492517.2492582},\n  doi          = {10.1145/2492517.2492582},\n  timestamp    = {Sun, 02 Jun 2019 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/asunam/BerlingerioKEF13.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n MidiFind: Similarity Search and Popularity Mining in Large MIDI Databases.\n \n \n \n \n\n\n \n Xia, G.; Huang, T.; Ma, Y.; Dannenberg, R. B.; and Faloutsos, C.\n\n\n \n\n\n\n In Aramaki, M.; Derrien, O.; Kronland-Martinet, R.; and Ystad, S., editor(s), Sound, Music, and Motion - 10th International Symposium, CMMR 2013, Marseille, France, October 15-18, 2013. Revised Selected Papers, volume 8905, of Lecture Notes in Computer Science, pages 259–276, 2013. Springer\n \n\n\n\n
\n\n\n\n \n \n \"MidiFind:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/cmmr/XiaHMDF13,\n  author       = {Guangyu Xia and\n                  Tongbo Huang and\n                  Yifei Ma and\n                  Roger B. Dannenberg and\n                  Christos Faloutsos},\n  editor       = {Mitsuko Aramaki and\n                  Olivier Derrien and\n                  Richard Kronland{-}Martinet and\n                  S{\\o}lvi Ystad},\n  title        = {MidiFind: Similarity Search and Popularity Mining in Large {MIDI}\n                  Databases},\n  booktitle    = {Sound, Music, and Motion - 10th International Symposium, {CMMR} 2013,\n                  Marseille, France, October 15-18, 2013. Revised Selected Papers},\n  series       = {Lecture Notes in Computer Science},\n  volume       = {8905},\n  pages        = {259--276},\n  publisher    = {Springer},\n  year         = {2013},\n  url          = {https://doi.org/10.1007/978-3-319-12976-1\\_17},\n  doi          = {10.1007/978-3-319-12976-1\\_17},\n  timestamp    = {Mon, 15 Jun 2020 17:05:40 +0200},\n  biburl       = {https://dblp.org/rec/conf/cmmr/XiaHMDF13.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Standards for graph algorithm primitives.\n \n \n \n \n\n\n \n Mattson, T.; Bader, D. A.; Berry, J. W.; Buluç, A.; Dongarra, J. J.; Faloutsos, C.; Feo, J.; Gilbert, J. R.; Gonzalez, J.; Hendrickson, B.; Kepner, J.; Leiserson, C. E.; Lumsdaine, A.; Padua, D. A.; Poole, S.; Reinhardt, S. P.; Stonebraker, M.; Wallach, S.; and Yoo, A.\n\n\n \n\n\n\n In IEEE High Performance Extreme Computing Conference, HPEC 2013, Waltham, MA, USA, September 10-12, 2013, pages 1–2, 2013. IEEE\n \n\n\n\n
\n\n\n\n \n \n \"StandardsPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/hpec/MattsonBBBDFFGGHKLLPPRSWY13,\n  author       = {Tim Mattson and\n                  David A. Bader and\n                  Jonathan W. Berry and\n                  Aydin Bulu{\\c{c}} and\n                  Jack J. Dongarra and\n                  Christos Faloutsos and\n                  John Feo and\n                  John R. Gilbert and\n                  Joseph Gonzalez and\n                  Bruce Hendrickson and\n                  Jeremy Kepner and\n                  Charles E. Leiserson and\n                  Andrew Lumsdaine and\n                  David A. Padua and\n                  Stephen Poole and\n                  Steven P. Reinhardt and\n                  Mike Stonebraker and\n                  Steve Wallach and\n                  Andrew Yoo},\n  title        = {Standards for graph algorithm primitives},\n  booktitle    = {{IEEE} High Performance Extreme Computing Conference, {HPEC} 2013,\n                  Waltham, MA, USA, September 10-12, 2013},\n  pages        = {1--2},\n  publisher    = {{IEEE}},\n  year         = {2013},\n  url          = {https://doi.org/10.1109/HPEC.2013.6670338},\n  doi          = {10.1109/HPEC.2013.6670338},\n  timestamp    = {Tue, 21 Feb 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/hpec/MattsonBBBDFFGGHKLLPPRSWY13.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Mixed Membership Subspace Clustering.\n \n \n \n \n\n\n \n Günnemann, S.; and Faloutsos, C.\n\n\n \n\n\n\n In Xiong, H.; Karypis, G.; Thuraisingham, B.; Cook, D. J.; and Wu, X., editor(s), 2013 IEEE 13th International Conference on Data Mining, Dallas, TX, USA, December 7-10, 2013, pages 221–230, 2013. IEEE Computer Society\n \n\n\n\n
\n\n\n\n \n \n \"MixedPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/icdm/GunnemannF13,\n  author       = {Stephan G{\\"{u}}nnemann and\n                  Christos Faloutsos},\n  editor       = {Hui Xiong and\n                  George Karypis and\n                  Bhavani Thuraisingham and\n                  Diane J. Cook and\n                  Xindong Wu},\n  title        = {Mixed Membership Subspace Clustering},\n  booktitle    = {2013 {IEEE} 13th International Conference on Data Mining, Dallas,\n                  TX, USA, December 7-10, 2013},\n  pages        = {221--230},\n  publisher    = {{IEEE} Computer Society},\n  year         = {2013},\n  url          = {https://doi.org/10.1109/ICDM.2013.109},\n  doi          = {10.1109/ICDM.2013.109},\n  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/icdm/GunnemannF13.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Opinion Fraud Detection in Online Reviews by Network Effects.\n \n \n \n \n\n\n \n Akoglu, L.; Chandy, R.; and Faloutsos, C.\n\n\n \n\n\n\n In Kiciman, E.; Ellison, N. B.; Hogan, B.; Resnick, P.; and Soboroff, I., editor(s), Proceedings of the Seventh International Conference on Weblogs and Social Media, ICWSM 2013, Cambridge, Massachusetts, USA, July 8-11, 2013, 2013. The AAAI Press\n \n\n\n\n
\n\n\n\n \n \n \"OpinionPaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/icwsm/AkogluCF13,\n  author       = {Leman Akoglu and\n                  Rishi Chandy and\n                  Christos Faloutsos},\n  editor       = {Emre Kiciman and\n                  Nicole B. Ellison and\n                  Bernie Hogan and\n                  Paul Resnick and\n                  Ian Soboroff},\n  title        = {Opinion Fraud Detection in Online Reviews by Network Effects},\n  booktitle    = {Proceedings of the Seventh International Conference on Weblogs and\n                  Social Media, {ICWSM} 2013, Cambridge, Massachusetts, USA, July 8-11,\n                  2013},\n  publisher    = {The {AAAI} Press},\n  year         = {2013},\n  url          = {http://www.aaai.org/ocs/index.php/ICWSM/ICWSM13/paper/view/5981},\n  timestamp    = {Fri, 05 Feb 2021 11:07:18 +0100},\n  biburl       = {https://dblp.org/rec/conf/icwsm/AkogluCF13.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Why people hate your app: making sense of user feedback in a mobile app store.\n \n \n \n \n\n\n \n Fu, B.; Lin, J.; Li, L.; Faloutsos, C.; Hong, J. I.; and Sadeh, N. M.\n\n\n \n\n\n\n In Dhillon, I. S.; Koren, Y.; Ghani, R.; Senator, T. E.; Bradley, P.; Parekh, R.; He, J.; Grossman, R. L.; and Uthurusamy, R., editor(s), The 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, KDD 2013, Chicago, IL, USA, August 11-14, 2013, pages 1276–1284, 2013. ACM\n \n\n\n\n
\n\n\n\n \n \n \"WhyPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/kdd/FuLLFHS13,\n  author       = {Bin Fu and\n                  Jialiu Lin and\n                  Lei Li and\n                  Christos Faloutsos and\n                  Jason I. Hong and\n                  Norman M. Sadeh},\n  editor       = {Inderjit S. Dhillon and\n                  Yehuda Koren and\n                  Rayid Ghani and\n                  Ted E. Senator and\n                  Paul Bradley and\n                  Rajesh Parekh and\n                  Jingrui He and\n                  Robert L. Grossman and\n                  Ramasamy Uthurusamy},\n  title        = {Why people hate your app: making sense of user feedback in a mobile\n                  app store},\n  booktitle    = {The 19th {ACM} {SIGKDD} International Conference on Knowledge Discovery\n                  and Data Mining, {KDD} 2013, Chicago, IL, USA, August 11-14, 2013},\n  pages        = {1276--1284},\n  publisher    = {{ACM}},\n  year         = {2013},\n  url          = {https://doi.org/10.1145/2487575.2488202},\n  doi          = {10.1145/2487575.2488202},\n  timestamp    = {Sat, 09 Apr 2022 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/kdd/FuLLFHS13.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Detecting insider threats in a real corporate database of computer usage activity.\n \n \n \n \n\n\n \n Senator, T. E.; Goldberg, H. G.; Memory, A.; Young, W. T.; Rees, B.; Pierce, R.; Huang, D.; Reardon, M.; Bader, D. A.; Chow, E.; Essa, I. A.; Jones, J.; Bettadapura, V.; Chau, D. H.; Green, O.; Kaya, O.; Zakrzewska, A.; Briscoe, E.; IV, R. L. M.; McColl, R.; Weiss, L.; Dietterich, T. G.; Fern, A.; Wong, W.; Das, S.; Emmott, A.; Irvine, J.; Lee, J. Y.; Koutra, D.; Faloutsos, C.; Corkill, D. D.; Friedland, L.; Gentzel, A.; and Jensen, D. D.\n\n\n \n\n\n\n In Dhillon, I. S.; Koren, Y.; Ghani, R.; Senator, T. E.; Bradley, P.; Parekh, R.; He, J.; Grossman, R. L.; and Uthurusamy, R., editor(s), The 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, KDD 2013, Chicago, IL, USA, August 11-14, 2013, pages 1393–1401, 2013. ACM\n \n\n\n\n
\n\n\n\n \n \n \"DetectingPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/kdd/SenatorGMYRPHRBCEJBCGKZBMMWDFWDEILKFCFGJ13,\n  author       = {Ted E. Senator and\n                  Henry G. Goldberg and\n                  Alex Memory and\n                  William T. Young and\n                  Brad Rees and\n                  Robert Pierce and\n                  Daniel Huang and\n                  Matthew Reardon and\n                  David A. Bader and\n                  Edmond Chow and\n                  Irfan A. Essa and\n                  Joshua Jones and\n                  Vinay Bettadapura and\n                  Duen Horng Chau and\n                  Oded Green and\n                  Oguz Kaya and\n                  Anita Zakrzewska and\n                  Erica Briscoe and\n                  Rudolph L. Mappus IV and\n                  Robert McColl and\n                  Lora Weiss and\n                  Thomas G. Dietterich and\n                  Alan Fern and\n                  Weng{-}Keen Wong and\n                  Shubhomoy Das and\n                  Andrew Emmott and\n                  Jed Irvine and\n                  Jay Yoon Lee and\n                  Danai Koutra and\n                  Christos Faloutsos and\n                  Daniel D. Corkill and\n                  Lisa Friedland and\n                  Amanda Gentzel and\n                  David D. Jensen},\n  editor       = {Inderjit S. Dhillon and\n                  Yehuda Koren and\n                  Rayid Ghani and\n                  Ted E. Senator and\n                  Paul Bradley and\n                  Rajesh Parekh and\n                  Jingrui He and\n                  Robert L. Grossman and\n                  Ramasamy Uthurusamy},\n  title        = {Detecting insider threats in a real corporate database of computer\n                  usage activity},\n  booktitle    = {The 19th {ACM} {SIGKDD} International Conference on Knowledge Discovery\n                  and Data Mining, {KDD} 2013, Chicago, IL, USA, August 11-14, 2013},\n  pages        = {1393--1401},\n  publisher    = {{ACM}},\n  year         = {2013},\n  url          = {https://doi.org/10.1145/2487575.2488213},\n  doi          = {10.1145/2487575.2488213},\n  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/kdd/SenatorGMYRPHRBCEJBCGKZBMMWDFWDEILKFCFGJ13.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Smartphone viruses propagation on heterogeneous composite networks.\n \n \n \n \n\n\n \n Wei, X.; Valler, N.; Faloutsos, M.; Neamtiu, I.; Prakash, B. A.; and Faloutsos, C.\n\n\n \n\n\n\n In Proceedings of the 2nd IEEE Network Science Workshop, NSW 2013, April 29 - May 1, 2013, Thayer Hotel, West Point, NY, USA, pages 106–109, 2013. IEEE Computer Society\n \n\n\n\n
\n\n\n\n \n \n \"SmartphonePaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/nsw/WeiVFNPF13,\n  author       = {Xuetao Wei and\n                  Nicholas Valler and\n                  Michalis Faloutsos and\n                  Iulian Neamtiu and\n                  B. Aditya Prakash and\n                  Christos Faloutsos},\n  title        = {Smartphone viruses propagation on heterogeneous composite networks},\n  booktitle    = {Proceedings of the 2nd {IEEE} Network Science Workshop, {NSW} 2013,\n                  April 29 - May 1, 2013, Thayer Hotel, West Point, NY, {USA}},\n  pages        = {106--109},\n  publisher    = {{IEEE} Computer Society},\n  year         = {2013},\n  url          = {https://doi.org/10.1109/NSW.2013.6609203},\n  doi          = {10.1109/NSW.2013.6609203},\n  timestamp    = {Thu, 23 Mar 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/nsw/WeiVFNPF13.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n F-Trail: Finding Patterns in Taxi Trajectories.\n \n \n \n \n\n\n \n Matsubara, Y.; Li, L.; Papalexakis, E. E.; Lo, D.; Sakurai, Y.; and Faloutsos, C.\n\n\n \n\n\n\n In Pei, J.; Tseng, V. S.; Cao, L.; Motoda, H.; and Xu, G., editor(s), Advances in Knowledge Discovery and Data Mining, 17th Pacific-Asia Conference, PAKDD 2013, Gold Coast, Australia, April 14-17, 2013, Proceedings, Part I, volume 7818, of Lecture Notes in Computer Science, pages 86–98, 2013. Springer\n \n\n\n\n
\n\n\n\n \n \n \"F-Trail:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/pakdd/MatsubaraLPLSF13,\n  author       = {Yasuko Matsubara and\n                  Lei Li and\n                  Evangelos E. Papalexakis and\n                  David Lo and\n                  Yasushi Sakurai and\n                  Christos Faloutsos},\n  editor       = {Jian Pei and\n                  Vincent S. Tseng and\n                  Longbing Cao and\n                  Hiroshi Motoda and\n                  Guandong Xu},\n  title        = {F-Trail: Finding Patterns in Taxi Trajectories},\n  booktitle    = {Advances in Knowledge Discovery and Data Mining, 17th Pacific-Asia\n                  Conference, {PAKDD} 2013, Gold Coast, Australia, April 14-17, 2013,\n                  Proceedings, Part {I}},\n  series       = {Lecture Notes in Computer Science},\n  volume       = {7818},\n  pages        = {86--98},\n  publisher    = {Springer},\n  year         = {2013},\n  url          = {https://doi.org/10.1007/978-3-642-37453-1\\_8},\n  doi          = {10.1007/978-3-642-37453-1\\_8},\n  timestamp    = {Thu, 02 May 2024 20:50:56 +0200},\n  biburl       = {https://dblp.org/rec/conf/pakdd/MatsubaraLPLSF13.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n EEG-MINE: Mining and Understanding Epilepsy Data.\n \n \n \n \n\n\n \n Kim, S.; Faloutsos, C.; and Yang, H.\n\n\n \n\n\n\n In Li, J.; Cao, L.; Wang, C.; Tan, K. C.; Liu, B.; Pei, J.; and Tseng, V. S., editor(s), Trends and Applications in Knowledge Discovery and Data Mining - PAKDD 2013 International Workshops: DMApps, DANTH, QIMIE, BDM, CDA, CloudSD, Gold Coast, QLD, Australia, April 14-17, 2013, Revised Selected Papers, volume 7867, of Lecture Notes in Computer Science, pages 155–167, 2013. Springer\n \n\n\n\n
\n\n\n\n \n \n \"EEG-MINE:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/pakdd/KimFY13,\n  author       = {Sun{-}Hee Kim and\n                  Christos Faloutsos and\n                  Hyung{-}Jeong Yang},\n  editor       = {Jiuyong Li and\n                  Longbing Cao and\n                  Can Wang and\n                  Kay Chen Tan and\n                  Bo Liu and\n                  Jian Pei and\n                  Vincent S. Tseng},\n  title        = {{EEG-MINE:} Mining and Understanding Epilepsy Data},\n  booktitle    = {Trends and Applications in Knowledge Discovery and Data Mining - {PAKDD}\n                  2013 International Workshops: DMApps, DANTH, QIMIE, BDM, CDA, CloudSD,\n                  Gold Coast, QLD, Australia, April 14-17, 2013, Revised Selected Papers},\n  series       = {Lecture Notes in Computer Science},\n  volume       = {7867},\n  pages        = {155--167},\n  publisher    = {Springer},\n  year         = {2013},\n  url          = {https://doi.org/10.1007/978-3-642-40319-4\\_14},\n  doi          = {10.1007/978-3-642-40319-4\\_14},\n  timestamp    = {Sun, 25 Oct 2020 23:14:10 +0100},\n  biburl       = {https://dblp.org/rec/conf/pakdd/KimFY13.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Patterns amongst Competing Task Frequencies: Super-Linearities, and the Almond-DG Model.\n \n \n \n \n\n\n \n Koutra, D.; Koutras, V.; Prakash, B. A.; and Faloutsos, C.\n\n\n \n\n\n\n In Pei, J.; Tseng, V. S.; Cao, L.; Motoda, H.; and Xu, G., editor(s), Advances in Knowledge Discovery and Data Mining, 17th Pacific-Asia Conference, PAKDD 2013, Gold Coast, Australia, April 14-17, 2013, Proceedings, Part I, volume 7818, of Lecture Notes in Computer Science, pages 201–212, 2013. Springer\n \n\n\n\n
\n\n\n\n \n \n \"PatternsPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/pakdd/KoutraKPF13,\n  author       = {Danai Koutra and\n                  Vasileios Koutras and\n                  B. Aditya Prakash and\n                  Christos Faloutsos},\n  editor       = {Jian Pei and\n                  Vincent S. Tseng and\n                  Longbing Cao and\n                  Hiroshi Motoda and\n                  Guandong Xu},\n  title        = {Patterns amongst Competing Task Frequencies: Super-Linearities, and\n                  the Almond-DG Model},\n  booktitle    = {Advances in Knowledge Discovery and Data Mining, 17th Pacific-Asia\n                  Conference, {PAKDD} 2013, Gold Coast, Australia, April 14-17, 2013,\n                  Proceedings, Part {I}},\n  series       = {Lecture Notes in Computer Science},\n  volume       = {7818},\n  pages        = {201--212},\n  publisher    = {Springer},\n  year         = {2013},\n  url          = {https://doi.org/10.1007/978-3-642-37453-1\\_17},\n  doi          = {10.1007/978-3-642-37453-1\\_17},\n  timestamp    = {Sun, 02 Jun 2019 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/pakdd/KoutraKPF13.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n NetSpot: Spotting Significant Anomalous Regions on Dynamic Networks.\n \n \n \n \n\n\n \n Bogdanov, P.; Faloutsos, C.; Mongiovì, M.; Papalexakis, E. E.; Ranca, R.; and Singh, A. K.\n\n\n \n\n\n\n In Proceedings of the 13th SIAM International Conference on Data Mining, May 2-4, 2013. Austin, Texas, USA, pages 28–36, 2013. SIAM\n \n\n\n\n
\n\n\n\n \n \n \"NetSpot:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/sdm/BogdanovFMPRS13,\n  author       = {Petko Bogdanov and\n                  Christos Faloutsos and\n                  Misael Mongiov{\\`{\\i}} and\n                  Evangelos E. Papalexakis and\n                  Razvan Ranca and\n                  Ambuj K. Singh},\n  title        = {NetSpot: Spotting Significant Anomalous Regions on Dynamic Networks},\n  booktitle    = {Proceedings of the 13th {SIAM} International Conference on Data Mining,\n                  May 2-4, 2013. Austin, Texas, {USA}},\n  pages        = {28--36},\n  publisher    = {{SIAM}},\n  year         = {2013},\n  url          = {https://doi.org/10.1137/1.9781611972832.4},\n  doi          = {10.1137/1.9781611972832.4},\n  timestamp    = {Sun, 02 Jun 2019 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/sdm/BogdanovFMPRS13.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Mining Connection Pathways for Marked Nodes in Large Graphs.\n \n \n \n \n\n\n \n Akoglu, L.; Chau, D. H.; Faloutsos, C.; Tatti, N.; Tong, H.; and Vreeken, J.\n\n\n \n\n\n\n In Proceedings of the 13th SIAM International Conference on Data Mining, May 2-4, 2013. Austin, Texas, USA, pages 37–45, 2013. SIAM\n \n\n\n\n
\n\n\n\n \n \n \"MiningPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/sdm/AkogluCFTTV13,\n  author       = {Leman Akoglu and\n                  Duen Horng Chau and\n                  Christos Faloutsos and\n                  Nikolaj Tatti and\n                  Hanghang Tong and\n                  Jilles Vreeken},\n  title        = {Mining Connection Pathways for Marked Nodes in Large Graphs},\n  booktitle    = {Proceedings of the 13th {SIAM} International Conference on Data Mining,\n                  May 2-4, 2013. Austin, Texas, {USA}},\n  pages        = {37--45},\n  publisher    = {{SIAM}},\n  year         = {2013},\n  url          = {https://doi.org/10.1137/1.9781611972832.5},\n  doi          = {10.1137/1.9781611972832.5},\n  timestamp    = {Mon, 26 Jun 2023 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/sdm/AkogluCFTTV13.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n DELTACON: A Principled Massive-Graph Similarity Function.\n \n \n \n \n\n\n \n Faloutsos, C.; Koutra, D.; and Vogelstein, J. T.\n\n\n \n\n\n\n In Proceedings of the 13th SIAM International Conference on Data Mining, May 2-4, 2013. Austin, Texas, USA, pages 162–170, 2013. SIAM\n \n\n\n\n
\n\n\n\n \n \n \"DELTACON:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/sdm/FaloutsosKV13,\n  author       = {Christos Faloutsos and\n                  Danai Koutra and\n                  Joshua T. Vogelstein},\n  title        = {{DELTACON:} {A} Principled Massive-Graph Similarity Function},\n  booktitle    = {Proceedings of the 13th {SIAM} International Conference on Data Mining,\n                  May 2-4, 2013. Austin, Texas, {USA}},\n  pages        = {162--170},\n  publisher    = {{SIAM}},\n  year         = {2013},\n  url          = {https://doi.org/10.1137/1.9781611972832.18},\n  doi          = {10.1137/1.9781611972832.18},\n  timestamp    = {Sun, 02 Jun 2019 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/sdm/FaloutsosKV13.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Fractional Immunization in Networks.\n \n \n \n \n\n\n \n Adamic, L. A.; Faloutsos, C.; Iwashyna, T. J.; Prakash, B. A.; and Tong, H.\n\n\n \n\n\n\n In Proceedings of the 13th SIAM International Conference on Data Mining, May 2-4, 2013. Austin, Texas, USA, pages 659–667, 2013. SIAM\n \n\n\n\n
\n\n\n\n \n \n \"FractionalPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/sdm/AdamicFIPT13,\n  author       = {Lada A. Adamic and\n                  Christos Faloutsos and\n                  Theodore J. Iwashyna and\n                  B. Aditya Prakash and\n                  Hanghang Tong},\n  title        = {Fractional Immunization in Networks},\n  booktitle    = {Proceedings of the 13th {SIAM} International Conference on Data Mining,\n                  May 2-4, 2013. Austin, Texas, {USA}},\n  pages        = {659--667},\n  publisher    = {{SIAM}},\n  year         = {2013},\n  url          = {https://doi.org/10.1137/1.9781611972832.73},\n  doi          = {10.1137/1.9781611972832.73},\n  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/sdm/AdamicFIPT13.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Anomaly, event, and fraud detection in large network datasets.\n \n \n \n \n\n\n \n Akoglu, L.; and Faloutsos, C.\n\n\n \n\n\n\n In Leonardi, S.; Panconesi, A.; Ferragina, P.; and Gionis, A., editor(s), Sixth ACM International Conference on Web Search and Data Mining, WSDM 2013, Rome, Italy, February 4-8, 2013, pages 773–774, 2013. ACM\n \n\n\n\n
\n\n\n\n \n \n \"Anomaly,Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/wsdm/AkogluF13,\n  author       = {Leman Akoglu and\n                  Christos Faloutsos},\n  editor       = {Stefano Leonardi and\n                  Alessandro Panconesi and\n                  Paolo Ferragina and\n                  Aristides Gionis},\n  title        = {Anomaly, event, and fraud detection in large network datasets},\n  booktitle    = {Sixth {ACM} International Conference on Web Search and Data Mining,\n                  {WSDM} 2013, Rome, Italy, February 4-8, 2013},\n  pages        = {773--774},\n  publisher    = {{ACM}},\n  year         = {2013},\n  url          = {https://doi.org/10.1145/2433396.2433496},\n  doi          = {10.1145/2433396.2433496},\n  timestamp    = {Tue, 27 Dec 2022 09:06:31 +0100},\n  biburl       = {https://dblp.org/rec/conf/wsdm/AkogluF13.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n CopyCatch: stopping group attacks by spotting lockstep behavior in social networks.\n \n \n \n \n\n\n \n Beutel, A.; Xu, W.; Guruswami, V.; Palow, C.; and Faloutsos, C.\n\n\n \n\n\n\n In Schwabe, D.; Almeida, V. A. F.; Glaser, H.; Baeza-Yates, R.; and Moon, S. B., editor(s), 22nd International World Wide Web Conference, WWW '13, Rio de Janeiro, Brazil, May 13-17, 2013, pages 119–130, 2013. International World Wide Web Conferences Steering Committee / ACM\n \n\n\n\n
\n\n\n\n \n \n \"CopyCatch:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/www/BeutelXGPF13,\n  author       = {Alex Beutel and\n                  Wanhong Xu and\n                  Venkatesan Guruswami and\n                  Christopher Palow and\n                  Christos Faloutsos},\n  editor       = {Daniel Schwabe and\n                  Virg{\\'{\\i}}lio A. F. Almeida and\n                  Hartmut Glaser and\n                  Ricardo Baeza{-}Yates and\n                  Sue B. Moon},\n  title        = {CopyCatch: stopping group attacks by spotting lockstep behavior in\n                  social networks},\n  booktitle    = {22nd International World Wide Web Conference, {WWW} '13, Rio de Janeiro,\n                  Brazil, May 13-17, 2013},\n  pages        = {119--130},\n  publisher    = {International World Wide Web Conferences Steering Committee / {ACM}},\n  year         = {2013},\n  url          = {https://doi.org/10.1145/2488388.2488400},\n  doi          = {10.1145/2488388.2488400},\n  timestamp    = {Thu, 30 Jan 2025 09:01:37 +0100},\n  biburl       = {https://dblp.org/rec/conf/www/BeutelXGPF13.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Fast anomaly detection despite the duplicates.\n \n \n \n \n\n\n \n Lee, J. Y.; Kang, U; Koutra, D.; and Faloutsos, C.\n\n\n \n\n\n\n In Carr, L.; Laender, A. H. F.; Lóscio, B. F.; King, I.; Fontoura, M.; Vrandecic, D.; Aroyo, L.; de Oliveira, J. P. M.; Lima, F.; and Wilde, E., editor(s), 22nd International World Wide Web Conference, WWW '13, Rio de Janeiro, Brazil, May 13-17, 2013, Companion Volume, pages 195–196, 2013. International World Wide Web Conferences Steering Committee / ACM\n \n\n\n\n
\n\n\n\n \n \n \"FastPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/www/LeeKKF13,\n  author       = {Jay Yoon Lee and\n                  U Kang and\n                  Danai Koutra and\n                  Christos Faloutsos},\n  editor       = {Leslie Carr and\n                  Alberto H. F. Laender and\n                  Bernadette Farias L{\\'{o}}scio and\n                  Irwin King and\n                  Marcus Fontoura and\n                  Denny Vrandecic and\n                  Lora Aroyo and\n                  Jos{\\'{e}} Palazzo M. de Oliveira and\n                  Fernanda Lima and\n                  Erik Wilde},\n  title        = {Fast anomaly detection despite the duplicates},\n  booktitle    = {22nd International World Wide Web Conference, {WWW} '13, Rio de Janeiro,\n                  Brazil, May 13-17, 2013, Companion Volume},\n  pages        = {195--196},\n  publisher    = {International World Wide Web Conferences Steering Committee / {ACM}},\n  year         = {2013},\n  url          = {https://doi.org/10.1145/2487788.2487886},\n  doi          = {10.1145/2487788.2487886},\n  timestamp    = {Tue, 24 Sep 2019 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/www/LeeKKF13.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n The self-feeding process: a unifying model for communication dynamics in the web.\n \n \n \n \n\n\n \n de Melo, P. O. S. V.; Faloutsos, C.; Assunção, R. M.; and Loureiro, A. A. F.\n\n\n \n\n\n\n In Schwabe, D.; Almeida, V. A. F.; Glaser, H.; Baeza-Yates, R.; and Moon, S. B., editor(s), 22nd International World Wide Web Conference, WWW '13, Rio de Janeiro, Brazil, May 13-17, 2013, pages 1319–1330, 2013. International World Wide Web Conferences Steering Committee / ACM\n \n\n\n\n
\n\n\n\n \n \n \"ThePaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/www/MeloFAL13,\n  author       = {Pedro Olmo Stancioli Vaz de Melo and\n                  Christos Faloutsos and\n                  Renato M. Assun{\\c{c}}{\\~{a}}o and\n                  Antonio Alfredo Ferreira Loureiro},\n  editor       = {Daniel Schwabe and\n                  Virg{\\'{\\i}}lio A. F. Almeida and\n                  Hartmut Glaser and\n                  Ricardo Baeza{-}Yates and\n                  Sue B. Moon},\n  title        = {The self-feeding process: a unifying model for communication dynamics\n                  in the web},\n  booktitle    = {22nd International World Wide Web Conference, {WWW} '13, Rio de Janeiro,\n                  Brazil, May 13-17, 2013},\n  pages        = {1319--1330},\n  publisher    = {International World Wide Web Conferences Steering Committee / {ACM}},\n  year         = {2013},\n  url          = {https://doi.org/10.1145/2488388.2488503},\n  doi          = {10.1145/2488388.2488503},\n  timestamp    = {Tue, 09 Mar 2021 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/www/MeloFAL13.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Dimensionality Reduction and Filtering on Time Series Sensor Streams.\n \n \n \n \n\n\n \n Papadimitriou, S.; Sun, J.; Faloutsos, C.; and Yu, P. S.\n\n\n \n\n\n\n In Aggarwal, C. C., editor(s), Managing and Mining Sensor Data, pages 103–141. Springer, 2013.\n \n\n\n\n
\n\n\n\n \n \n \"DimensionalityPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@incollection{DBLP:books/sp/mmsd13/PapadimitriouSFY13,\n  author       = {Spiros Papadimitriou and\n                  Jimeng Sun and\n                  Christos Faloutsos and\n                  Philip S. Yu},\n  editor       = {Charu C. Aggarwal},\n  title        = {Dimensionality Reduction and Filtering on Time Series Sensor Streams},\n  booktitle    = {Managing and Mining Sensor Data},\n  pages        = {103--141},\n  publisher    = {Springer},\n  year         = {2013},\n  url          = {https://doi.org/10.1007/978-1-4614-6309-2\\_5},\n  doi          = {10.1007/978-1-4614-6309-2\\_5},\n  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/books/sp/mmsd13/PapadimitriouSFY13.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Advances in Social Networks Analysis and Mining 2013, ASONAM '13, Niagara, ON, Canada - August 25 - 29, 2013.\n \n \n \n \n\n\n \n Rokne, J. G.; and Faloutsos, C.,\n editors.\n \n\n\n \n\n\n\n ACM. 2013.\n \n\n\n\n
\n\n\n\n \n \n \"AdvancesPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@proceedings{DBLP:conf/asunam/2013,\n  editor       = {Jon G. Rokne and\n                  Christos Faloutsos},\n  title        = {Advances in Social Networks Analysis and Mining 2013, {ASONAM} '13,\n                  Niagara, ON, Canada - August 25 - 29, 2013},\n  publisher    = {{ACM}},\n  year         = {2013},\n  url          = {https://doi.org/10.1145/2492517},\n  doi          = {10.1145/2492517},\n  isbn         = {978-1-4503-2240-9},\n  timestamp    = {Thu, 11 Mar 2021 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/asunam/2013.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Proceedings of the ACM SIGKDD Workshop on Interactive Data Exploration and Analytics, IDEA@KDD 2013, Chicago, Illinois, USA, August 11, 2013.\n \n \n \n \n\n\n \n Chau, D. H.; Vreeken, J.; van Leeuwen, M.; and Faloutsos, C.,\n editors.\n \n\n\n \n\n\n\n ACM. 2013.\n \n\n\n\n
\n\n\n\n \n \n \"ProceedingsPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@proceedings{DBLP:conf/kdd/2013idea,\n  editor       = {Duen Horng Chau and\n                  Jilles Vreeken and\n                  Matthijs van Leeuwen and\n                  Christos Faloutsos},\n  title        = {Proceedings of the {ACM} {SIGKDD} Workshop on Interactive Data Exploration\n                  and Analytics, IDEA@KDD 2013, Chicago, Illinois, USA, August 11, 2013},\n  publisher    = {{ACM}},\n  year         = {2013},\n  url          = {https://doi.org/10.1145/2501511},\n  doi          = {10.1145/2501511},\n  isbn         = {978-1-4503-2329-1},\n  timestamp    = {Sun, 02 Jun 2019 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/kdd/2013idea.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Scoup-SMT: Scalable Coupled Sparse Matrix-Tensor Factorization.\n \n \n \n \n\n\n \n Papalexakis, E. E.; Mitchell, T. M.; Sidiropoulos, N. D.; Faloutsos, C.; Talukdar, P. P.; and Murphy, B.\n\n\n \n\n\n\n CoRR, abs/1302.7043. 2013.\n \n\n\n\n
\n\n\n\n \n \n \"Scoup-SMT:Paper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/corr/abs-1302-7043,\n  author       = {Evangelos E. Papalexakis and\n                  Tom M. Mitchell and\n                  Nicholas D. Sidiropoulos and\n                  Christos Faloutsos and\n                  Partha Pratim Talukdar and\n                  Brian Murphy},\n  title        = {Scoup-SMT: Scalable Coupled Sparse Matrix-Tensor Factorization},\n  journal      = {CoRR},\n  volume       = {abs/1302.7043},\n  year         = {2013},\n  url          = {http://arxiv.org/abs/1302.7043},\n  eprinttype    = {arXiv},\n  eprint       = {1302.7043},\n  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-1302-7043.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n DELTACON: A Principled Massive-Graph Similarity Function.\n \n \n \n \n\n\n \n Koutra, D.; Vogelstein, J. T.; and Faloutsos, C.\n\n\n \n\n\n\n CoRR, abs/1304.4657. 2013.\n \n\n\n\n
\n\n\n\n \n \n \"DELTACON:Paper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/corr/abs-1304-4657,\n  author       = {Danai Koutra and\n                  Joshua T. Vogelstein and\n                  Christos Faloutsos},\n  title        = {{DELTACON:} {A} Principled Massive-Graph Similarity Function},\n  journal      = {CoRR},\n  volume       = {abs/1304.4657},\n  year         = {2013},\n  url          = {http://arxiv.org/abs/1304.4657},\n  eprinttype    = {arXiv},\n  eprint       = {1304.4657},\n  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-1304-4657.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n  \n 2012\n \n \n (37)\n \n \n
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\n \n \n
\n \n\n \n \n \n \n \n \n Graph Mining: Laws, Tools, and Case Studies.\n \n \n \n \n\n\n \n Chakrabarti, D.; and Faloutsos, C.\n\n\n \n\n\n\n of Synthesis Lectures on Data Mining and Knowledge DiscoveryMorgan & Claypool Publishers, 2012.\n \n\n\n\n
\n\n\n\n \n \n \"GraphPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@book{DBLP:series/synthesis/2012Chakrabarti,\n  author       = {Deepayan Chakrabarti and\n                  Christos Faloutsos},\n  title        = {Graph Mining: Laws, Tools, and Case Studies},\n  series       = {Synthesis Lectures on Data Mining and Knowledge Discovery},\n  publisher    = {Morgan {\\&} Claypool Publishers},\n  year         = {2012},\n  url          = {https://doi.org/10.2200/S00449ED1V01Y201209DMK006},\n  doi          = {10.2200/S00449ED1V01Y201209DMK006},\n  isbn         = {978-3-031-00775-0},\n  timestamp    = {Tue, 17 Oct 2023 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/series/synthesis/2012Chakrabarti.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Competing memes propagation on networks: a case study of composite networks.\n \n \n \n \n\n\n \n Wei, X.; Valler, N.; Prakash, B. A.; Neamtiu, I.; Faloutsos, M.; and Faloutsos, C.\n\n\n \n\n\n\n Comput. Commun. Rev., 42(5): 5–12. 2012.\n \n\n\n\n
\n\n\n\n \n \n \"CompetingPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/ccr/WeiVPNFF12,\n  author       = {Xuetao Wei and\n                  Nicholas Valler and\n                  B. Aditya Prakash and\n                  Iulian Neamtiu and\n                  Michalis Faloutsos and\n                  Christos Faloutsos},\n  title        = {Competing memes propagation on networks: a case study of composite\n                  networks},\n  journal      = {Comput. Commun. Rev.},\n  volume       = {42},\n  number       = {5},\n  pages        = {5--12},\n  year         = {2012},\n  url          = {https://doi.org/10.1145/2378956.2378958},\n  doi          = {10.1145/2378956.2378958},\n  timestamp    = {Mon, 26 Oct 2020 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/ccr/WeiVPNFF12.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Top-10 Data Mining Case Studies.\n \n \n \n \n\n\n \n Melli, G.; Wu, X.; Beinat, P.; Bonchi, F.; Cao, L.; Duan, R.; Faloutsos, C.; Ghani, R.; Kitts, B.; Goethals, B.; McLachlan, G. J.; Pei, J.; Srivastava, A.; and Zaïane, O. R.\n\n\n \n\n\n\n Int. J. Inf. Technol. Decis. Mak., 11(2): 389–400. 2012.\n \n\n\n\n
\n\n\n\n \n \n \"Top-10Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@article{DBLP:journals/ijitdm/MelliWBBCDFGKGMPSZ12,\n  author       = {Gabor Melli and\n                  Xindong Wu and\n                  Paul Beinat and\n                  Francesco Bonchi and\n                  Longbing Cao and\n                  Rong Duan and\n                  Christos Faloutsos and\n                  Rayid Ghani and\n                  Brendan Kitts and\n                  Bart Goethals and\n                  Geoffrey J. McLachlan and\n                  Jian Pei and\n                  Ashok Srivastava and\n                  Osmar R. Za{\\"{\\i}}ane},\n  title        = {Top-10 Data Mining Case Studies},\n  journal      = {Int. J. Inf. Technol. Decis. Mak.},\n  volume       = {11},\n  number       = {2},\n  pages        = {389--400},\n  year         = {2012},\n  url          = {https://doi.org/10.1142/S021962201240007X},\n  doi          = {10.1142/S021962201240007X},\n  timestamp    = {Tue, 21 Mar 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/ijitdm/MelliWBBCDFGKGMPSZ12.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n MultiAspectForensics: mining large heterogeneous networks using tensor.\n \n \n \n \n\n\n \n Maruhashi, K.; Guo, F.; and Faloutsos, C.\n\n\n \n\n\n\n Int. J. Web Eng. Technol., 7(4): 302–322. 2012.\n \n\n\n\n
\n\n\n\n \n \n \"MultiAspectForensics:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/ijwet/MaruhashiGF12,\n  author       = {Koji Maruhashi and\n                  Fan Guo and\n                  Christos Faloutsos},\n  title        = {MultiAspectForensics: mining large heterogeneous networks using tensor},\n  journal      = {Int. J. Web Eng. Technol.},\n  volume       = {7},\n  number       = {4},\n  pages        = {302--322},\n  year         = {2012},\n  url          = {https://doi.org/10.1504/IJWET.2012.050958},\n  doi          = {10.1504/IJWET.2012.050958},\n  timestamp    = {Mon, 25 Sep 2023 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/ijwet/MaruhashiGF12.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Gateway finder in large graphs: problem definitions and fast solutions.\n \n \n \n \n\n\n \n Tong, H.; Papadimitriou, S.; Faloutsos, C.; Yu, P. S.; and Eliassi-Rad, T.\n\n\n \n\n\n\n Inf. Retr., 15(3-4): 391–411. 2012.\n \n\n\n\n
\n\n\n\n \n \n \"GatewayPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/ir/TongPFYE12,\n  author       = {Hanghang Tong and\n                  Spiros Papadimitriou and\n                  Christos Faloutsos and\n                  Philip S. Yu and\n                  Tina Eliassi{-}Rad},\n  title        = {Gateway finder in large graphs: problem definitions and fast solutions},\n  journal      = {Inf. Retr.},\n  volume       = {15},\n  number       = {3-4},\n  pages        = {391--411},\n  year         = {2012},\n  url          = {https://doi.org/10.1007/s10791-012-9190-3},\n  doi          = {10.1007/S10791-012-9190-3},\n  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/ir/TongPFYE12.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n An Intrinsic Graphical Signature Based on Alert Correlation Analysis for Intrusion Detection.\n \n \n \n \n\n\n \n Pao, H.; Mao, C.; Lee, H.; Chen, C.; and Faloutsos, C.\n\n\n \n\n\n\n J. Inf. Sci. Eng., 28(2): 243–262. 2012.\n \n\n\n\n
\n\n\n\n \n \n \"AnPaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/jise/PaoMLCF12,\n  author       = {Hsing{-}Kuo Pao and\n                  Ching{-}Hao Mao and\n                  Hahn{-}Ming Lee and\n                  Chi{-}Dong Chen and\n                  Christos Faloutsos},\n  title        = {An Intrinsic Graphical Signature Based on Alert Correlation Analysis\n                  for Intrusion Detection},\n  journal      = {J. Inf. Sci. Eng.},\n  volume       = {28},\n  number       = {2},\n  pages        = {243--262},\n  year         = {2012},\n  url          = {http://www.iis.sinica.edu.tw/page/jise/2012/201203\\_02},\n  timestamp    = {Fri, 16 Jul 2021 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/jise/PaoMLCF12.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Threshold conditions for arbitrary cascade models on arbitrary networks.\n \n \n \n \n\n\n \n Prakash, B. A.; Chakrabarti, D.; Valler, N.; Faloutsos, M.; and Faloutsos, C.\n\n\n \n\n\n\n Knowl. Inf. Syst., 33(3): 549–575. 2012.\n \n\n\n\n
\n\n\n\n \n \n \"ThresholdPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/kais/PrakashCVFF12,\n  author       = {B. Aditya Prakash and\n                  Deepayan Chakrabarti and\n                  Nicholas Valler and\n                  Michalis Faloutsos and\n                  Christos Faloutsos},\n  title        = {Threshold conditions for arbitrary cascade models on arbitrary networks},\n  journal      = {Knowl. Inf. Syst.},\n  volume       = {33},\n  number       = {3},\n  pages        = {549--575},\n  year         = {2012},\n  url          = {https://doi.org/10.1007/s10115-012-0520-y},\n  doi          = {10.1007/S10115-012-0520-Y},\n  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/kais/PrakashCVFF12.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n V-SMART-Join: A Scalable MapReduce Framework for All-Pair Similarity Joins of Multisets and Vectors.\n \n \n \n \n\n\n \n Metwally, A.; and Faloutsos, C.\n\n\n \n\n\n\n Proc. VLDB Endow., 5(8): 704–715. 2012.\n \n\n\n\n
\n\n\n\n \n \n \"V-SMART-Join:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/pvldb/MetwallyF12,\n  author       = {Ahmed Metwally and\n                  Christos Faloutsos},\n  title        = {V-SMART-Join: {A} Scalable MapReduce Framework for All-Pair Similarity\n                  Joins of Multisets and Vectors},\n  journal      = {Proc. {VLDB} Endow.},\n  volume       = {5},\n  number       = {8},\n  pages        = {704--715},\n  year         = {2012},\n  url          = {http://vldb.org/pvldb/vol5/p704\\_ahmedmetwally\\_vldb2012.pdf},\n  doi          = {10.14778/2212351.2212353},\n  timestamp    = {Sat, 25 Apr 2020 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/pvldb/MetwallyF12.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Understanding and Managing Cascades on Large Graphs.\n \n \n \n \n\n\n \n Prakash, B. A.; and Faloutsos, C.\n\n\n \n\n\n\n Proc. VLDB Endow., 5(12): 2024–2025. 2012.\n \n\n\n\n
\n\n\n\n \n \n \"UnderstandingPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/pvldb/PrakashF12,\n  author       = {B. Aditya Prakash and\n                  Christos Faloutsos},\n  title        = {Understanding and Managing Cascades on Large Graphs},\n  journal      = {Proc. {VLDB} Endow.},\n  volume       = {5},\n  number       = {12},\n  pages        = {2024--2025},\n  year         = {2012},\n  url          = {http://vldb.org/pvldb/vol5/p2024\\_badityaprakash\\_vldb2012.pdf},\n  doi          = {10.14778/2367502.2367567},\n  timestamp    = {Sat, 25 Apr 2020 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/pvldb/PrakashF12.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Big graph mining: algorithms and discoveries.\n \n \n \n \n\n\n \n Kang, U; and Faloutsos, C.\n\n\n \n\n\n\n SIGKDD Explor., 14(2): 29–36. 2012.\n \n\n\n\n
\n\n\n\n \n \n \"BigPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/sigkdd/KangF12,\n  author       = {U Kang and\n                  Christos Faloutsos},\n  title        = {Big graph mining: algorithms and discoveries},\n  journal      = {{SIGKDD} Explor.},\n  volume       = {14},\n  number       = {2},\n  pages        = {29--36},\n  year         = {2012},\n  url          = {https://doi.org/10.1145/2481244.2481249},\n  doi          = {10.1145/2481244.2481249},\n  timestamp    = {Tue, 29 Sep 2020 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/sigkdd/KangF12.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Forecasting in the NBA and other team sports: Network effects in action.\n \n \n \n \n\n\n \n de Melo, P. O. S. V.; Almeida, V. A. F.; Loureiro, A. A. F.; and Faloutsos, C.\n\n\n \n\n\n\n ACM Trans. Knowl. Discov. Data, 6(3): 13:1–13:27. 2012.\n \n\n\n\n
\n\n\n\n \n \n \"ForecastingPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/tkdd/MeloALF12,\n  author       = {Pedro O. S. Vaz de Melo and\n                  Virg{\\'{\\i}}lio A. F. Almeida and\n                  Antonio Alfredo Ferreira Loureiro and\n                  Christos Faloutsos},\n  title        = {Forecasting in the {NBA} and other team sports: Network effects in\n                  action},\n  journal      = {{ACM} Trans. Knowl. Discov. Data},\n  volume       = {6},\n  number       = {3},\n  pages        = {13:1--13:27},\n  year         = {2012},\n  url          = {https://doi.org/10.1145/2362383.2362387},\n  doi          = {10.1145/2362383.2362387},\n  timestamp    = {Mon, 26 Oct 2020 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/tkdd/MeloALF12.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n gbase: an efficient analysis platform for large graphs.\n \n \n \n \n\n\n \n Kang, U; Tong, H.; Sun, J.; Lin, C.; and Faloutsos, C.\n\n\n \n\n\n\n VLDB J., 21(5): 637–650. 2012.\n \n\n\n\n
\n\n\n\n \n \n \"gbase:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/vldb/KangTSLF12,\n  author       = {U Kang and\n                  Hanghang Tong and\n                  Jimeng Sun and\n                  Ching{-}Yung Lin and\n                  Christos Faloutsos},\n  title        = {gbase: an efficient analysis platform for large graphs},\n  journal      = {{VLDB} J.},\n  volume       = {21},\n  number       = {5},\n  pages        = {637--650},\n  year         = {2012},\n  url          = {https://doi.org/10.1007/s00778-012-0283-9},\n  doi          = {10.1007/S00778-012-0283-9},\n  timestamp    = {Mon, 28 Aug 2023 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/vldb/KangTSLF12.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Interactively and Visually Exploring Tours of Marked Nodes in Large Graphs.\n \n \n \n \n\n\n \n Chau, D. H.; Akoglu, L.; Vreeken, J.; Tong, H.; and Faloutsos, C.\n\n\n \n\n\n\n In International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2012, Istanbul, Turkey, 26-29 August 2012, pages 696–698, 2012. IEEE Computer Society\n \n\n\n\n
\n\n\n\n \n \n \"InteractivelyPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/asunam/ChauAVTF12,\n  author       = {Duen Horng Chau and\n                  Leman Akoglu and\n                  Jilles Vreeken and\n                  Hanghang Tong and\n                  Christos Faloutsos},\n  title        = {Interactively and Visually Exploring Tours of Marked Nodes in Large\n                  Graphs},\n  booktitle    = {International Conference on Advances in Social Networks Analysis and\n                  Mining, {ASONAM} 2012, Istanbul, Turkey, 26-29 August 2012},\n  pages        = {696--698},\n  publisher    = {{IEEE} Computer Society},\n  year         = {2012},\n  url          = {https://doi.org/10.1109/ASONAM.2012.115},\n  doi          = {10.1109/ASONAM.2012.115},\n  timestamp    = {Mon, 26 Jun 2023 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/asunam/ChauAVTF12.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Gelling, and melting, large graphs by edge manipulation.\n \n \n \n \n\n\n \n Tong, H.; Prakash, B. A.; Eliassi-Rad, T.; Faloutsos, M.; and Faloutsos, C.\n\n\n \n\n\n\n In Chen, X.; Lebanon, G.; Wang, H.; and Zaki, M. J., editor(s), 21st ACM International Conference on Information and Knowledge Management, CIKM'12, Maui, HI, USA, October 29 - November 02, 2012, pages 245–254, 2012. ACM\n \n\n\n\n
\n\n\n\n \n \n \"Gelling,Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/cikm/TongPEFF12,\n  author       = {Hanghang Tong and\n                  B. Aditya Prakash and\n                  Tina Eliassi{-}Rad and\n                  Michalis Faloutsos and\n                  Christos Faloutsos},\n  editor       = {Xue{-}wen Chen and\n                  Guy Lebanon and\n                  Haixun Wang and\n                  Mohammed J. Zaki},\n  title        = {Gelling, and melting, large graphs by edge manipulation},\n  booktitle    = {21st {ACM} International Conference on Information and Knowledge Management,\n                  CIKM'12, Maui, HI, USA, October 29 - November 02, 2012},\n  pages        = {245--254},\n  publisher    = {{ACM}},\n  year         = {2012},\n  url          = {https://doi.org/10.1145/2396761.2396795},\n  doi          = {10.1145/2396761.2396795},\n  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/cikm/TongPEFF12.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Fast and reliable anomaly detection in categorical data.\n \n \n \n \n\n\n \n Akoglu, L.; Tong, H.; Vreeken, J.; and Faloutsos, C.\n\n\n \n\n\n\n In Chen, X.; Lebanon, G.; Wang, H.; and Zaki, M. J., editor(s), 21st ACM International Conference on Information and Knowledge Management, CIKM'12, Maui, HI, USA, October 29 - November 02, 2012, pages 415–424, 2012. ACM\n \n\n\n\n
\n\n\n\n \n \n \"FastPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/cikm/AkogluTVF12,\n  author       = {Leman Akoglu and\n                  Hanghang Tong and\n                  Jilles Vreeken and\n                  Christos Faloutsos},\n  editor       = {Xue{-}wen Chen and\n                  Guy Lebanon and\n                  Haixun Wang and\n                  Mohammed J. Zaki},\n  title        = {Fast and reliable anomaly detection in categorical data},\n  booktitle    = {21st {ACM} International Conference on Information and Knowledge Management,\n                  CIKM'12, Maui, HI, USA, October 29 - November 02, 2012},\n  pages        = {415--424},\n  publisher    = {{ACM}},\n  year         = {2012},\n  url          = {https://doi.org/10.1145/2396761.2396816},\n  doi          = {10.1145/2396761.2396816},\n  timestamp    = {Mon, 26 Jun 2023 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/cikm/AkogluTVF12.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Top-N recommendation through belief propagation.\n \n \n \n \n\n\n \n Ha, J.; Kwon, S.; Kim, S.; Faloutsos, C.; and Park, S.\n\n\n \n\n\n\n In Chen, X.; Lebanon, G.; Wang, H.; and Zaki, M. J., editor(s), 21st ACM International Conference on Information and Knowledge Management, CIKM'12, Maui, HI, USA, October 29 - November 02, 2012, pages 2343–2346, 2012. ACM\n \n\n\n\n
\n\n\n\n \n \n \"Top-NPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/cikm/HaKKFP12,\n  author       = {Jiwoon Ha and\n                  Soon{-}Hyoung Kwon and\n                  Sang{-}Wook Kim and\n                  Christos Faloutsos and\n                  Sunju Park},\n  editor       = {Xue{-}wen Chen and\n                  Guy Lebanon and\n                  Haixun Wang and\n                  Mohammed J. Zaki},\n  title        = {Top-N recommendation through belief propagation},\n  booktitle    = {21st {ACM} International Conference on Information and Knowledge Management,\n                  CIKM'12, Maui, HI, USA, October 29 - November 02, 2012},\n  pages        = {2343--2346},\n  publisher    = {{ACM}},\n  year         = {2012},\n  url          = {https://doi.org/10.1145/2396761.2398636},\n  doi          = {10.1145/2396761.2398636},\n  timestamp    = {Sun, 02 Jun 2019 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/cikm/HaKKFP12.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Pegasus: Mining billion-scale graphs in the cloud.\n \n \n \n \n\n\n \n Kang, U; Chau, D. H.; and Faloutsos, C.\n\n\n \n\n\n\n In 2012 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2012, Kyoto, Japan, March 25-30, 2012, pages 5341–5344, 2012. IEEE\n \n\n\n\n
\n\n\n\n \n \n \"Pegasus:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/icassp/KangCF12,\n  author       = {U Kang and\n                  Duen Horng Chau and\n                  Christos Faloutsos},\n  title        = {Pegasus: Mining billion-scale graphs in the cloud},\n  booktitle    = {2012 {IEEE} International Conference on Acoustics, Speech and Signal\n                  Processing, {ICASSP} 2012, Kyoto, Japan, March 25-30, 2012},\n  pages        = {5341--5344},\n  publisher    = {{IEEE}},\n  year         = {2012},\n  url          = {https://doi.org/10.1109/ICASSP.2012.6289127},\n  doi          = {10.1109/ICASSP.2012.6289127},\n  timestamp    = {Fri, 09 Apr 2021 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/icassp/KangCF12.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Spotting Culprits in Epidemics: How Many and Which Ones?.\n \n \n \n \n\n\n \n Prakash, B. A.; Vreeken, J.; and Faloutsos, C.\n\n\n \n\n\n\n In Zaki, M. J.; Siebes, A.; Yu, J. X.; Goethals, B.; Webb, G. I.; and Wu, X., editor(s), 12th IEEE International Conference on Data Mining, ICDM 2012, Brussels, Belgium, December 10-13, 2012, pages 11–20, 2012. IEEE Computer Society\n \n\n\n\n
\n\n\n\n \n \n \"SpottingPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/icdm/PrakashVF12,\n  author       = {B. Aditya Prakash and\n                  Jilles Vreeken and\n                  Christos Faloutsos},\n  editor       = {Mohammed Javeed Zaki and\n                  Arno Siebes and\n                  Jeffrey Xu Yu and\n                  Bart Goethals and\n                  Geoffrey I. Webb and\n                  Xindong Wu},\n  title        = {Spotting Culprits in Epidemics: How Many and Which Ones?},\n  booktitle    = {12th {IEEE} International Conference on Data Mining, {ICDM} 2012,\n                  Brussels, Belgium, December 10-13, 2012},\n  pages        = {11--20},\n  publisher    = {{IEEE} Computer Society},\n  year         = {2012},\n  url          = {https://doi.org/10.1109/ICDM.2012.136},\n  doi          = {10.1109/ICDM.2012.136},\n  timestamp    = {Mon, 26 Jun 2023 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/icdm/PrakashVF12.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n EigenSP: A More Accurate Shortest Path Distance Estimation on Large-Scale Networks.\n \n \n \n \n\n\n \n Maruhashi, K.; Shigezumi, J.; Yugami, N.; and Faloutsos, C.\n\n\n \n\n\n\n In Vreeken, J.; Ling, C.; Zaki, M. J.; Siebes, A.; Yu, J. X.; Goethals, B.; Webb, G. I.; and Wu, X., editor(s), 12th IEEE International Conference on Data Mining Workshops, ICDM Workshops, Brussels, Belgium, December 10, 2012, pages 234–241, 2012. IEEE Computer Society\n \n\n\n\n
\n\n\n\n \n \n \"EigenSP:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/icdm/MaruhashiSYF12,\n  author       = {Koji Maruhashi and\n                  Junichi Shigezumi and\n                  Nobuhiro Yugami and\n                  Christos Faloutsos},\n  editor       = {Jilles Vreeken and\n                  Charles Ling and\n                  Mohammed Javeed Zaki and\n                  Arno Siebes and\n                  Jeffrey Xu Yu and\n                  Bart Goethals and\n                  Geoffrey I. Webb and\n                  Xindong Wu},\n  title        = {EigenSP: {A} More Accurate Shortest Path Distance Estimation on Large-Scale\n                  Networks},\n  booktitle    = {12th {IEEE} International Conference on Data Mining Workshops, {ICDM}\n                  Workshops, Brussels, Belgium, December 10, 2012},\n  pages        = {234--241},\n  publisher    = {{IEEE} Computer Society},\n  year         = {2012},\n  url          = {https://doi.org/10.1109/ICDMW.2012.110},\n  doi          = {10.1109/ICDMW.2012.110},\n  timestamp    = {Wed, 21 Aug 2024 07:35:25 +0200},\n  biburl       = {https://dblp.org/rec/conf/icdm/MaruhashiSYF12.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Rise and fall patterns of information diffusion: model and implications.\n \n \n \n \n\n\n \n Matsubara, Y.; Sakurai, Y.; Prakash, B. A.; Li, L.; and Faloutsos, C.\n\n\n \n\n\n\n In Yang, Q.; Agarwal, D.; and Pei, J., editor(s), The 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, KDD '12, Beijing, China, August 12-16, 2012, pages 6–14, 2012. ACM\n \n\n\n\n
\n\n\n\n \n \n \"RisePaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/kdd/MatsubaraSPLF12,\n  author       = {Yasuko Matsubara and\n                  Yasushi Sakurai and\n                  B. Aditya Prakash and\n                  Lei Li and\n                  Christos Faloutsos},\n  editor       = {Qiang Yang and\n                  Deepak Agarwal and\n                  Jian Pei},\n  title        = {Rise and fall patterns of information diffusion: model and implications},\n  booktitle    = {The 18th {ACM} {SIGKDD} International Conference on Knowledge Discovery\n                  and Data Mining, {KDD} '12, Beijing, China, August 12-16, 2012},\n  pages        = {6--14},\n  publisher    = {{ACM}},\n  year         = {2012},\n  url          = {https://doi.org/10.1145/2339530.2339537},\n  doi          = {10.1145/2339530.2339537},\n  timestamp    = {Sat, 09 Apr 2022 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/kdd/MatsubaraSPLF12.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Fast mining and forecasting of complex time-stamped events.\n \n \n \n \n\n\n \n Matsubara, Y.; Sakurai, Y.; Faloutsos, C.; Iwata, T.; and Yoshikawa, M.\n\n\n \n\n\n\n In Yang, Q.; Agarwal, D.; and Pei, J., editor(s), The 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, KDD '12, Beijing, China, August 12-16, 2012, pages 271–279, 2012. ACM\n \n\n\n\n
\n\n\n\n \n \n \"FastPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/kdd/MatsubaraSFIY12,\n  author       = {Yasuko Matsubara and\n                  Yasushi Sakurai and\n                  Christos Faloutsos and\n                  Tomoharu Iwata and\n                  Masatoshi Yoshikawa},\n  editor       = {Qiang Yang and\n                  Deepak Agarwal and\n                  Jian Pei},\n  title        = {Fast mining and forecasting of complex time-stamped events},\n  booktitle    = {The 18th {ACM} {SIGKDD} International Conference on Knowledge Discovery\n                  and Data Mining, {KDD} '12, Beijing, China, August 12-16, 2012},\n  pages        = {271--279},\n  publisher    = {{ACM}},\n  year         = {2012},\n  url          = {https://doi.org/10.1145/2339530.2339577},\n  doi          = {10.1145/2339530.2339577},\n  timestamp    = {Sun, 02 Jun 2019 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/kdd/MatsubaraSFIY12.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n GigaTensor: scaling tensor analysis up by 100 times - algorithms and discoveries.\n \n \n \n \n\n\n \n Kang, U; Papalexakis, E. E.; Harpale, A.; and Faloutsos, C.\n\n\n \n\n\n\n In Yang, Q.; Agarwal, D.; and Pei, J., editor(s), The 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, KDD '12, Beijing, China, August 12-16, 2012, pages 316–324, 2012. ACM\n \n\n\n\n
\n\n\n\n \n \n \"GigaTensor:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/kdd/KangPHF12,\n  author       = {U Kang and\n                  Evangelos E. Papalexakis and\n                  Abhay Harpale and\n                  Christos Faloutsos},\n  editor       = {Qiang Yang and\n                  Deepak Agarwal and\n                  Jian Pei},\n  title        = {GigaTensor: scaling tensor analysis up by 100 times - algorithms and\n                  discoveries},\n  booktitle    = {The 18th {ACM} {SIGKDD} International Conference on Knowledge Discovery\n                  and Data Mining, {KDD} '12, Beijing, China, August 12-16, 2012},\n  pages        = {316--324},\n  publisher    = {{ACM}},\n  year         = {2012},\n  url          = {https://doi.org/10.1145/2339530.2339583},\n  doi          = {10.1145/2339530.2339583},\n  timestamp    = {Sun, 06 Oct 2024 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/kdd/KangPHF12.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Interacting viruses in networks: can both survive?.\n \n \n \n \n\n\n \n Beutel, A.; Prakash, B. A.; Rosenfeld, R.; and Faloutsos, C.\n\n\n \n\n\n\n In Yang, Q.; Agarwal, D.; and Pei, J., editor(s), The 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, KDD '12, Beijing, China, August 12-16, 2012, pages 426–434, 2012. ACM\n \n\n\n\n
\n\n\n\n \n \n \"InteractingPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/kdd/BeutelPRF12,\n  author       = {Alex Beutel and\n                  B. Aditya Prakash and\n                  Roni Rosenfeld and\n                  Christos Faloutsos},\n  editor       = {Qiang Yang and\n                  Deepak Agarwal and\n                  Jian Pei},\n  title        = {Interacting viruses in networks: can both survive?},\n  booktitle    = {The 18th {ACM} {SIGKDD} International Conference on Knowledge Discovery\n                  and Data Mining, {KDD} '12, Beijing, China, August 12-16, 2012},\n  pages        = {426--434},\n  publisher    = {{ACM}},\n  year         = {2012},\n  url          = {https://doi.org/10.1145/2339530.2339601},\n  doi          = {10.1145/2339530.2339601},\n  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/kdd/BeutelPRF12.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n RainMon: an integrated approach to mining bursty timeseries monitoring data.\n \n \n \n \n\n\n \n Shafer, I.; Ren, K.; Boddeti, V. N.; Abe, Y.; Ganger, G. R.; and Faloutsos, C.\n\n\n \n\n\n\n In Yang, Q.; Agarwal, D.; and Pei, J., editor(s), The 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, KDD '12, Beijing, China, August 12-16, 2012, pages 1158–1166, 2012. ACM\n \n\n\n\n
\n\n\n\n \n \n \"RainMon:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/kdd/ShaferRBAGF12,\n  author       = {Ilari Shafer and\n                  Kai Ren and\n                  Vishnu Naresh Boddeti and\n                  Yoshihisa Abe and\n                  Gregory R. Ganger and\n                  Christos Faloutsos},\n  editor       = {Qiang Yang and\n                  Deepak Agarwal and\n                  Jian Pei},\n  title        = {RainMon: an integrated approach to mining bursty timeseries monitoring\n                  data},\n  booktitle    = {The 18th {ACM} {SIGKDD} International Conference on Knowledge Discovery\n                  and Data Mining, {KDD} '12, Beijing, China, August 12-16, 2012},\n  pages        = {1158--1166},\n  publisher    = {{ACM}},\n  year         = {2012},\n  url          = {https://doi.org/10.1145/2339530.2339711},\n  doi          = {10.1145/2339530.2339711},\n  timestamp    = {Thu, 02 Mar 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/kdd/ShaferRBAGF12.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n RolX: structural role extraction & mining in large graphs.\n \n \n \n \n\n\n \n Henderson, K.; Gallagher, B.; Eliassi-Rad, T.; Tong, H.; Basu, S.; Akoglu, L.; Koutra, D.; Faloutsos, C.; and Li, L.\n\n\n \n\n\n\n In Yang, Q.; Agarwal, D.; and Pei, J., editor(s), The 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, KDD '12, Beijing, China, August 12-16, 2012, pages 1231–1239, 2012. ACM\n \n\n\n\n
\n\n\n\n \n \n \"RolX:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/kdd/HendersonGETBAKFL12,\n  author       = {Keith Henderson and\n                  Brian Gallagher and\n                  Tina Eliassi{-}Rad and\n                  Hanghang Tong and\n                  Sugato Basu and\n                  Leman Akoglu and\n                  Danai Koutra and\n                  Christos Faloutsos and\n                  Lei Li},\n  editor       = {Qiang Yang and\n                  Deepak Agarwal and\n                  Jian Pei},\n  title        = {RolX: structural role extraction {\\&} mining in large graphs},\n  booktitle    = {The 18th {ACM} {SIGKDD} International Conference on Knowledge Discovery\n                  and Data Mining, {KDD} '12, Beijing, China, August 12-16, 2012},\n  pages        = {1231--1239},\n  publisher    = {{ACM}},\n  year         = {2012},\n  url          = {https://doi.org/10.1145/2339530.2339723},\n  doi          = {10.1145/2339530.2339723},\n  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/kdd/HendersonGETBAKFL12.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n TourViz: interactive visualization of connection pathways in large graphs.\n \n \n \n \n\n\n \n Chau, D. H.; Akoglu, L.; Vreeken, J.; Tong, H.; and Faloutsos, C.\n\n\n \n\n\n\n In Yang, Q.; Agarwal, D.; and Pei, J., editor(s), The 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, KDD '12, Beijing, China, August 12-16, 2012, pages 1516–1519, 2012. ACM\n \n\n\n\n
\n\n\n\n \n \n \"TourViz:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/kdd/ChauAVTF12,\n  author       = {Duen Horng Chau and\n                  Leman Akoglu and\n                  Jilles Vreeken and\n                  Hanghang Tong and\n                  Christos Faloutsos},\n  editor       = {Qiang Yang and\n                  Deepak Agarwal and\n                  Jian Pei},\n  title        = {TourViz: interactive visualization of connection pathways in large\n                  graphs},\n  booktitle    = {The 18th {ACM} {SIGKDD} International Conference on Knowledge Discovery\n                  and Data Mining, {KDD} '12, Beijing, China, August 12-16, 2012},\n  pages        = {1516--1519},\n  publisher    = {{ACM}},\n  year         = {2012},\n  url          = {https://doi.org/10.1145/2339530.2339769},\n  doi          = {10.1145/2339530.2339769},\n  timestamp    = {Mon, 26 Jun 2023 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/kdd/ChauAVTF12.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Quantifying Reciprocity in Large Weighted Communication Networks.\n \n \n \n \n\n\n \n Akoglu, L.; de Melo, P. O. S. V.; and Faloutsos, C.\n\n\n \n\n\n\n In Tan, P.; Chawla, S.; Ho, C. K.; and Bailey, J., editor(s), Advances in Knowledge Discovery and Data Mining - 16th Pacific-Asia Conference, PAKDD 2012, Kuala Lumpur, Malaysia, May 29 - June 1, 2012, Proceedings, Part II, volume 7302, of Lecture Notes in Computer Science, pages 85–96, 2012. Springer\n \n\n\n\n
\n\n\n\n \n \n \"QuantifyingPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/pakdd/AkogluMF12,\n  author       = {Leman Akoglu and\n                  Pedro O. S. Vaz de Melo and\n                  Christos Faloutsos},\n  editor       = {Pang{-}Ning Tan and\n                  Sanjay Chawla and\n                  Chin Kuan Ho and\n                  James Bailey},\n  title        = {Quantifying Reciprocity in Large Weighted Communication Networks},\n  booktitle    = {Advances in Knowledge Discovery and Data Mining - 16th Pacific-Asia\n                  Conference, {PAKDD} 2012, Kuala Lumpur, Malaysia, May 29 - June 1,\n                  2012, Proceedings, Part {II}},\n  series       = {Lecture Notes in Computer Science},\n  volume       = {7302},\n  pages        = {85--96},\n  publisher    = {Springer},\n  year         = {2012},\n  url          = {https://doi.org/10.1007/978-3-642-30220-6\\_8},\n  doi          = {10.1007/978-3-642-30220-6\\_8},\n  timestamp    = {Sun, 02 Jun 2019 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/pakdd/AkogluMF12.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n TensorSplat: Spotting Latent Anomalies in Time.\n \n \n \n \n\n\n \n Koutra, D.; Papalexakis, E. E.; and Faloutsos, C.\n\n\n \n\n\n\n In 16th Panhellenic Conference on Informatics, PCI 2012, Piraeus, Greece, October 5-7, 2012, pages 144–149, 2012. IEEE Computer Society\n \n\n\n\n
\n\n\n\n \n \n \"TensorSplat:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/pci/KoutraPF12,\n  author       = {Danai Koutra and\n                  Evangelos E. Papalexakis and\n                  Christos Faloutsos},\n  title        = {TensorSplat: Spotting Latent Anomalies in Time},\n  booktitle    = {16th Panhellenic Conference on Informatics, {PCI} 2012, Piraeus, Greece,\n                  October 5-7, 2012},\n  pages        = {144--149},\n  publisher    = {{IEEE} Computer Society},\n  year         = {2012},\n  url          = {https://doi.org/10.1109/PCi.2012.60},\n  doi          = {10.1109/PCI.2012.60},\n  timestamp    = {Thu, 23 Mar 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/pci/KoutraPF12.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n ParCube: Sparse Parallelizable Tensor Decompositions.\n \n \n \n \n\n\n \n Papalexakis, E. E.; Faloutsos, C.; and Sidiropoulos, N. D.\n\n\n \n\n\n\n In Flach, P. A.; Bie, T. D.; and Cristianini, N., editor(s), Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2012, Bristol, UK, September 24-28, 2012. Proceedings, Part I, volume 7523, of Lecture Notes in Computer Science, pages 521–536, 2012. Springer\n \n\n\n\n
\n\n\n\n \n \n \"ParCube:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/pkdd/PapalexakisFS12,\n  author       = {Evangelos E. Papalexakis and\n                  Christos Faloutsos and\n                  Nicholas D. Sidiropoulos},\n  editor       = {Peter A. Flach and\n                  Tijl De Bie and\n                  Nello Cristianini},\n  title        = {ParCube: Sparse Parallelizable Tensor Decompositions},\n  booktitle    = {Machine Learning and Knowledge Discovery in Databases - European Conference,\n                  {ECML} {PKDD} 2012, Bristol, UK, September 24-28, 2012. Proceedings,\n                  Part {I}},\n  series       = {Lecture Notes in Computer Science},\n  volume       = {7523},\n  pages        = {521--536},\n  publisher    = {Springer},\n  year         = {2012},\n  url          = {https://doi.org/10.1007/978-3-642-33460-3\\_39},\n  doi          = {10.1007/978-3-642-33460-3\\_39},\n  timestamp    = {Sun, 25 Oct 2020 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/pkdd/PapalexakisFS12.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n PICS: Parameter-free Identification of Cohesive Subgroups in Large Attributed Graphs.\n \n \n \n \n\n\n \n Akoglu, L.; Tong, H.; Meeder, B.; and Faloutsos, C.\n\n\n \n\n\n\n In Proceedings of the Twelfth SIAM International Conference on Data Mining, Anaheim, California, USA, April 26-28, 2012, pages 439–450, 2012. SIAM / Omnipress\n \n\n\n\n
\n\n\n\n \n \n \"PICS:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/sdm/AkogluTMF12,\n  author       = {Leman Akoglu and\n                  Hanghang Tong and\n                  Brendan Meeder and\n                  Christos Faloutsos},\n  title        = {{PICS:} Parameter-free Identification of Cohesive Subgroups in Large\n                  Attributed Graphs},\n  booktitle    = {Proceedings of the Twelfth {SIAM} International Conference on Data\n                  Mining, Anaheim, California, USA, April 26-28, 2012},\n  pages        = {439--450},\n  publisher    = {{SIAM} / Omnipress},\n  year         = {2012},\n  url          = {https://doi.org/10.1137/1.9781611972825.38},\n  doi          = {10.1137/1.9781611972825.38},\n  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/sdm/AkogluTMF12.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Fast Robustness Estimation in Large Social Graphs: Communities and Anomaly Detection.\n \n \n \n \n\n\n \n Malliaros, F. D.; Megalooikonomou, V.; and Faloutsos, C.\n\n\n \n\n\n\n In Proceedings of the Twelfth SIAM International Conference on Data Mining, Anaheim, California, USA, April 26-28, 2012, pages 942–953, 2012. SIAM / Omnipress\n \n\n\n\n
\n\n\n\n \n \n \"FastPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/sdm/MalliarosMF12,\n  author       = {Fragkiskos D. Malliaros and\n                  Vasileios Megalooikonomou and\n                  Christos Faloutsos},\n  title        = {Fast Robustness Estimation in Large Social Graphs: Communities and\n                  Anomaly Detection},\n  booktitle    = {Proceedings of the Twelfth {SIAM} International Conference on Data\n                  Mining, Anaheim, California, USA, April 26-28, 2012},\n  pages        = {942--953},\n  publisher    = {{SIAM} / Omnipress},\n  year         = {2012},\n  url          = {https://doi.org/10.1137/1.9781611972825.81},\n  doi          = {10.1137/1.9781611972825.81},\n  timestamp    = {Sun, 02 Jun 2019 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/sdm/MalliarosMF12.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Managing and mining large graphs: patterns and algorithms.\n \n \n \n \n\n\n \n Faloutsos, C.; and Kang, U\n\n\n \n\n\n\n In Candan, K. S.; Chen, Y.; Snodgrass, R. T.; Gravano, L.; and Fuxman, A., editor(s), Proceedings of the ACM SIGMOD International Conference on Management of Data, SIGMOD 2012, Scottsdale, AZ, USA, May 20-24, 2012, pages 585–588, 2012. ACM\n \n\n\n\n
\n\n\n\n \n \n \"ManagingPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/sigmod/FaloutsosK12,\n  author       = {Christos Faloutsos and\n                  U Kang},\n  editor       = {K. Sel{\\c{c}}uk Candan and\n                  Yi Chen and\n                  Richard T. Snodgrass and\n                  Luis Gravano and\n                  Ariel Fuxman},\n  title        = {Managing and mining large graphs: patterns and algorithms},\n  booktitle    = {Proceedings of the {ACM} {SIGMOD} International Conference on Management\n                  of Data, {SIGMOD} 2012, Scottsdale, AZ, USA, May 20-24, 2012},\n  pages        = {585--588},\n  publisher    = {{ACM}},\n  year         = {2012},\n  url          = {https://doi.org/10.1145/2213836.2213906},\n  doi          = {10.1145/2213836.2213906},\n  timestamp    = {Tue, 24 Sep 2019 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/sigmod/FaloutsosK12.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n OPAvion: mining and visualization in large graphs.\n \n \n \n \n\n\n \n Akoglu, L.; Chau, D. H.; Kang, U; Koutra, D.; and Faloutsos, C.\n\n\n \n\n\n\n In Candan, K. S.; Chen, Y.; Snodgrass, R. T.; Gravano, L.; and Fuxman, A., editor(s), Proceedings of the ACM SIGMOD International Conference on Management of Data, SIGMOD 2012, Scottsdale, AZ, USA, May 20-24, 2012, pages 717–720, 2012. ACM\n \n\n\n\n
\n\n\n\n \n \n \"OPAvion:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/sigmod/AkogluCKKF12,\n  author       = {Leman Akoglu and\n                  Duen Horng Chau and\n                  U Kang and\n                  Danai Koutra and\n                  Christos Faloutsos},\n  editor       = {K. Sel{\\c{c}}uk Candan and\n                  Yi Chen and\n                  Richard T. Snodgrass and\n                  Luis Gravano and\n                  Ariel Fuxman},\n  title        = {OPAvion: mining and visualization in large graphs},\n  booktitle    = {Proceedings of the {ACM} {SIGMOD} International Conference on Management\n                  of Data, {SIGMOD} 2012, Scottsdale, AZ, USA, May 20-24, 2012},\n  pages        = {717--720},\n  publisher    = {{ACM}},\n  year         = {2012},\n  url          = {https://doi.org/10.1145/2213836.2213941},\n  doi          = {10.1145/2213836.2213941},\n  timestamp    = {Fri, 09 Apr 2021 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/sigmod/AkogluCKKF12.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n SigSpot: mining significant anomalous regions from time-evolving networks (abstract only).\n \n \n \n \n\n\n \n Mongiovì, M.; Bogdanov, P.; Ranca, R.; Singh, A. K.; Papalexakis, E. E.; and Faloutsos, C.\n\n\n \n\n\n\n In Candan, K. S.; Chen, Y.; Snodgrass, R. T.; Gravano, L.; and Fuxman, A., editor(s), Proceedings of the ACM SIGMOD International Conference on Management of Data, SIGMOD 2012, Scottsdale, AZ, USA, May 20-24, 2012, pages 865, 2012. ACM\n \n\n\n\n
\n\n\n\n \n \n \"SigSpot:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/sigmod/MongioviBRSPF12,\n  author       = {Misael Mongiov{\\`{\\i}} and\n                  Petko Bogdanov and\n                  Razvan Ranca and\n                  Ambuj K. Singh and\n                  Evangelos E. Papalexakis and\n                  Christos Faloutsos},\n  editor       = {K. Sel{\\c{c}}uk Candan and\n                  Yi Chen and\n                  Richard T. Snodgrass and\n                  Luis Gravano and\n                  Ariel Fuxman},\n  title        = {SigSpot: mining significant anomalous regions from time-evolving networks\n                  (abstract only)},\n  booktitle    = {Proceedings of the {ACM} {SIGMOD} International Conference on Management\n                  of Data, {SIGMOD} 2012, Scottsdale, AZ, USA, May 20-24, 2012},\n  pages        = {865},\n  publisher    = {{ACM}},\n  year         = {2012},\n  url          = {https://doi.org/10.1145/2213836.2213974},\n  doi          = {10.1145/2213836.2213974},\n  timestamp    = {Sun, 02 Jun 2019 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/sigmod/MongioviBRSPF12.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Winner takes all: competing viruses or ideas on fair-play networks.\n \n \n \n \n\n\n \n Prakash, B. A.; Beutel, A.; Rosenfeld, R.; and Faloutsos, C.\n\n\n \n\n\n\n In Mille, A.; Gandon, F.; Misselis, J.; Rabinovich, M.; and Staab, S., editor(s), Proceedings of the 21st World Wide Web Conference 2012, WWW 2012, Lyon, France, April 16-20, 2012, pages 1037–1046, 2012. ACM\n \n\n\n\n
\n\n\n\n \n \n \"WinnerPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/www/PrakashBRF12,\n  author       = {B. Aditya Prakash and\n                  Alex Beutel and\n                  Roni Rosenfeld and\n                  Christos Faloutsos},\n  editor       = {Alain Mille and\n                  Fabien Gandon and\n                  Jacques Misselis and\n                  Michael Rabinovich and\n                  Steffen Staab},\n  title        = {Winner takes all: competing viruses or ideas on fair-play networks},\n  booktitle    = {Proceedings of the 21st World Wide Web Conference 2012, {WWW} 2012,\n                  Lyon, France, April 16-20, 2012},\n  pages        = {1037--1046},\n  publisher    = {{ACM}},\n  year         = {2012},\n  url          = {https://doi.org/10.1145/2187836.2187975},\n  doi          = {10.1145/2187836.2187975},\n  timestamp    = {Sat, 09 Apr 2022 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/www/PrakashBRF12.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n V-SMART-Join: A Scalable MapReduce Framework for All-Pair Similarity Joins of Multisets and Vectors.\n \n \n \n \n\n\n \n Metwally, A.; and Faloutsos, C.\n\n\n \n\n\n\n CoRR, abs/1204.6077. 2012.\n \n\n\n\n
\n\n\n\n \n \n \"V-SMART-Join:Paper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/corr/abs-1204-6077,\n  author       = {Ahmed Metwally and\n                  Christos Faloutsos},\n  title        = {V-SMART-Join: {A} Scalable MapReduce Framework for All-Pair Similarity\n                  Joins of Multisets and Vectors},\n  journal      = {CoRR},\n  volume       = {abs/1204.6077},\n  year         = {2012},\n  url          = {http://arxiv.org/abs/1204.6077},\n  eprinttype    = {arXiv},\n  eprint       = {1204.6077},\n  timestamp    = {Fri, 24 Aug 2018 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-1204-6077.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n NetSimile: A Scalable Approach to Size-Independent Network Similarity.\n \n \n \n \n\n\n \n Berlingerio, M.; Koutra, D.; Eliassi-Rad, T.; and Faloutsos, C.\n\n\n \n\n\n\n CoRR, abs/1209.2684. 2012.\n \n\n\n\n
\n\n\n\n \n \n \"NetSimile:Paper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/corr/abs-1209-2684,\n  author       = {Michele Berlingerio and\n                  Danai Koutra and\n                  Tina Eliassi{-}Rad and\n                  Christos Faloutsos},\n  title        = {NetSimile: {A} Scalable Approach to Size-Independent Network Similarity},\n  journal      = {CoRR},\n  volume       = {abs/1209.2684},\n  year         = {2012},\n  url          = {http://arxiv.org/abs/1209.2684},\n  eprinttype    = {arXiv},\n  eprint       = {1209.2684},\n  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-1209-2684.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n  \n 2011\n \n \n (31)\n \n \n
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\n \n\n \n \n \n \n \n \n Outlier detection by example.\n \n \n \n \n\n\n \n Zhu, C.; Kitagawa, H.; Papadimitriou, S.; and Faloutsos, C.\n\n\n \n\n\n\n J. Intell. Inf. Syst., 36(2): 217–247. 2011.\n \n\n\n\n
\n\n\n\n \n \n \"OutlierPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@article{DBLP:journals/jiis/ZhuKPF11,\n  author       = {Cui Zhu and\n                  Hiroyuki Kitagawa and\n                  Spiros Papadimitriou and\n                  Christos Faloutsos},\n  title        = {Outlier detection by example},\n  journal      = {J. Intell. Inf. Syst.},\n  volume       = {36},\n  number       = {2},\n  pages        = {217--247},\n  year         = {2011},\n  url          = {https://doi.org/10.1007/s10844-010-0128-1},\n  doi          = {10.1007/S10844-010-0128-1},\n  timestamp    = {Fri, 30 Dec 2022 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/jiis/ZhuKPF11.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n PEGASUS: mining peta-scale graphs.\n \n \n \n \n\n\n \n Kang, U; Tsourakakis, C. E.; and Faloutsos, C.\n\n\n \n\n\n\n Knowl. Inf. Syst., 27(2): 303–325. 2011.\n \n\n\n\n
\n\n\n\n \n \n \"PEGASUS:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/kais/KangTF11,\n  author       = {U Kang and\n                  Charalampos E. Tsourakakis and\n                  Christos Faloutsos},\n  title        = {{PEGASUS:} mining peta-scale graphs},\n  journal      = {Knowl. Inf. Syst.},\n  volume       = {27},\n  number       = {2},\n  pages        = {303--325},\n  year         = {2011},\n  url          = {https://doi.org/10.1007/s10115-010-0305-0},\n  doi          = {10.1007/S10115-010-0305-0},\n  timestamp    = {Mon, 01 May 2023 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/kais/KangTF11.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n TWave: High-order analysis of functional MRI.\n \n \n \n \n\n\n \n Barnathan, M.; Megalooikonomou, V.; Faloutsos, C.; Faro, S.; and Mohamed, F. B.\n\n\n \n\n\n\n NeuroImage, 58(2): 537–548. 2011.\n \n\n\n\n
\n\n\n\n \n \n \"TWave:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@article{DBLP:journals/neuroimage/BarnathanMFFM11,\n  author       = {Michael Barnathan and\n                  Vasileios Megalooikonomou and\n                  Christos Faloutsos and\n                  Scott Faro and\n                  Feroze B. Mohamed},\n  title        = {TWave: High-order analysis of functional {MRI}},\n  journal      = {NeuroImage},\n  volume       = {58},\n  number       = {2},\n  pages        = {537--548},\n  year         = {2011},\n  url          = {https://doi.org/10.1016/j.neuroimage.2011.06.043},\n  doi          = {10.1016/J.NEUROIMAGE.2011.06.043},\n  timestamp    = {Wed, 14 Nov 2018 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/neuroimage/BarnathanMFFM11.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Spectral counting of triangles via element-wise sparsification and triangle-based link recommendation.\n \n \n \n \n\n\n \n Tsourakakis, C. E.; Drineas, P.; Michelakis, E.; Koutis, I.; and Faloutsos, C.\n\n\n \n\n\n\n Soc. Netw. Anal. Min., 1(2): 75–81. 2011.\n \n\n\n\n
\n\n\n\n \n \n \"SpectralPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/snam/TsourakakisDMKF11,\n  author       = {Charalampos E. Tsourakakis and\n                  Petros Drineas and\n                  Eirinaios Michelakis and\n                  Ioannis Koutis and\n                  Christos Faloutsos},\n  title        = {Spectral counting of triangles via element-wise sparsification and\n                  triangle-based link recommendation},\n  journal      = {Soc. Netw. Anal. Min.},\n  volume       = {1},\n  number       = {2},\n  pages        = {75--81},\n  year         = {2011},\n  url          = {https://doi.org/10.1007/s13278-010-0001-9},\n  doi          = {10.1007/S13278-010-0001-9},\n  timestamp    = {Mon, 01 May 2023 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/snam/TsourakakisDMKF11.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n HADI: Mining Radii of Large Graphs.\n \n \n \n \n\n\n \n Kang, U; Tsourakakis, C. E.; Appel, A. P.; Faloutsos, C.; and Leskovec, J.\n\n\n \n\n\n\n ACM Trans. Knowl. Discov. Data, 5(2): 8:1–8:24. 2011.\n \n\n\n\n
\n\n\n\n \n \n \"HADI:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/tkdd/KangTAFL11,\n  author       = {U Kang and\n                  Charalampos E. Tsourakakis and\n                  Ana Paula Appel and\n                  Christos Faloutsos and\n                  Jure Leskovec},\n  title        = {{HADI:} Mining Radii of Large Graphs},\n  journal      = {{ACM} Trans. Knowl. Discov. Data},\n  volume       = {5},\n  number       = {2},\n  pages        = {8:1--8:24},\n  year         = {2011},\n  url          = {https://doi.org/10.1145/1921632.1921634},\n  doi          = {10.1145/1921632.1921634},\n  timestamp    = {Mon, 01 May 2023 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/tkdd/KangTAFL11.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n MultiAspectForensics: Pattern Mining on Large-Scale Heterogeneous Networks with Tensor Analysis.\n \n \n \n \n\n\n \n Maruhashi, K.; Guo, F.; and Faloutsos, C.\n\n\n \n\n\n\n In International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2011, Kaohsiung, Taiwan, 25-27 July 2011, pages 203–210, 2011. IEEE Computer Society\n \n\n\n\n
\n\n\n\n \n \n \"MultiAspectForensics:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/asunam/MaruhashiGF11,\n  author       = {Koji Maruhashi and\n                  Fan Guo and\n                  Christos Faloutsos},\n  title        = {MultiAspectForensics: Pattern Mining on Large-Scale Heterogeneous\n                  Networks with Tensor Analysis},\n  booktitle    = {International Conference on Advances in Social Networks Analysis and\n                  Mining, {ASONAM} 2011, Kaohsiung, Taiwan, 25-27 July 2011},\n  pages        = {203--210},\n  publisher    = {{IEEE} Computer Society},\n  year         = {2011},\n  url          = {https://doi.org/10.1109/ASONAM.2011.80},\n  doi          = {10.1109/ASONAM.2011.80},\n  timestamp    = {Tue, 13 Aug 2024 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/asunam/MaruhashiGF11.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Apolo: making sense of large network data by combining rich user interaction and machine learning.\n \n \n \n \n\n\n \n Chau, D. H.; Kittur, A.; Hong, J. I.; and Faloutsos, C.\n\n\n \n\n\n\n In Tan, D. S.; Amershi, S.; Begole, B.; Kellogg, W. A.; and Tungare, M., editor(s), Proceedings of the International Conference on Human Factors in Computing Systems, CHI 2011, Vancouver, BC, Canada, May 7-12, 2011, pages 167–176, 2011. ACM\n \n\n\n\n
\n\n\n\n \n \n \"Apolo:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/chi/ChauKHF11,\n  author       = {Duen Horng Chau and\n                  Aniket Kittur and\n                  Jason I. Hong and\n                  Christos Faloutsos},\n  editor       = {Desney S. Tan and\n                  Saleema Amershi and\n                  Bo Begole and\n                  Wendy A. Kellogg and\n                  Manas Tungare},\n  title        = {Apolo: making sense of large network data by combining rich user interaction\n                  and machine learning},\n  booktitle    = {Proceedings of the International Conference on Human Factors in Computing\n                  Systems, {CHI} 2011, Vancouver, BC, Canada, May 7-12, 2011},\n  pages        = {167--176},\n  publisher    = {{ACM}},\n  year         = {2011},\n  url          = {https://doi.org/10.1145/1978942.1978967},\n  doi          = {10.1145/1978942.1978967},\n  timestamp    = {Sun, 06 Oct 2024 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/chi/ChauKHF11.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n A linear-time approximation of the earth mover's distance.\n \n \n \n \n\n\n \n Jang, M.; Kim, S.; Faloutsos, C.; and Park, S.\n\n\n \n\n\n\n In Macdonald, C.; Ounis, I.; and Ruthven, I., editor(s), Proceedings of the 20th ACM Conference on Information and Knowledge Management, CIKM 2011, Glasgow, United Kingdom, October 24-28, 2011, pages 505–514, 2011. ACM\n \n\n\n\n
\n\n\n\n \n \n \"APaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/cikm/JangKFP11,\n  author       = {Min{-}Hee Jang and\n                  Sang{-}Wook Kim and\n                  Christos Faloutsos and\n                  Sunju Park},\n  editor       = {Craig Macdonald and\n                  Iadh Ounis and\n                  Ian Ruthven},\n  title        = {A linear-time approximation of the earth mover's distance},\n  booktitle    = {Proceedings of the 20th {ACM} Conference on Information and Knowledge\n                  Management, {CIKM} 2011, Glasgow, United Kingdom, October 24-28, 2011},\n  pages        = {505--514},\n  publisher    = {{ACM}},\n  year         = {2011},\n  url          = {https://doi.org/10.1145/2063576.2063652},\n  doi          = {10.1145/2063576.2063652},\n  timestamp    = {Sun, 02 Jun 2019 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/cikm/JangKFP11.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Constructing seminal paper genealogy.\n \n \n \n \n\n\n \n Bae, D.; Hwang, S.; Kim, S.; and Faloutsos, C.\n\n\n \n\n\n\n In Macdonald, C.; Ounis, I.; and Ruthven, I., editor(s), Proceedings of the 20th ACM Conference on Information and Knowledge Management, CIKM 2011, Glasgow, United Kingdom, October 24-28, 2011, pages 2101–2104, 2011. ACM\n \n\n\n\n
\n\n\n\n \n \n \"ConstructingPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/cikm/BaeHKF11,\n  author       = {Duck{-}Ho Bae and\n                  Se{-}Mi Hwang and\n                  Sang{-}Wook Kim and\n                  Christos Faloutsos},\n  editor       = {Craig Macdonald and\n                  Iadh Ounis and\n                  Ian Ruthven},\n  title        = {Constructing seminal paper genealogy},\n  booktitle    = {Proceedings of the 20th {ACM} Conference on Information and Knowledge\n                  Management, {CIKM} 2011, Glasgow, United Kingdom, October 24-28, 2011},\n  pages        = {2101--2104},\n  publisher    = {{ACM}},\n  year         = {2011},\n  url          = {https://doi.org/10.1145/2063576.2063900},\n  doi          = {10.1145/2063576.2063900},\n  timestamp    = {Sun, 02 Jun 2019 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/cikm/BaeHKF11.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Spectral analysis of a blogosphere.\n \n \n \n \n\n\n \n Kim, S.; Kim, K.; Faloutsos, C.; and Lee, J. H.\n\n\n \n\n\n\n In Macdonald, C.; Ounis, I.; and Ruthven, I., editor(s), Proceedings of the 20th ACM Conference on Information and Knowledge Management, CIKM 2011, Glasgow, United Kingdom, October 24-28, 2011, pages 2145–2148, 2011. ACM\n \n\n\n\n
\n\n\n\n \n \n \"SpectralPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/cikm/KimKFL11,\n  author       = {Sang{-}Wook Kim and\n                  Ki{-}Nam Kim and\n                  Christos Faloutsos and\n                  Joon Ho Lee},\n  editor       = {Craig Macdonald and\n                  Iadh Ounis and\n                  Ian Ruthven},\n  title        = {Spectral analysis of a blogosphere},\n  booktitle    = {Proceedings of the 20th {ACM} Conference on Information and Knowledge\n                  Management, {CIKM} 2011, Glasgow, United Kingdom, October 24-28, 2011},\n  pages        = {2145--2148},\n  publisher    = {{ACM}},\n  year         = {2011},\n  url          = {https://doi.org/10.1145/2063576.2063912},\n  doi          = {10.1145/2063576.2063912},\n  timestamp    = {Sun, 02 Jun 2019 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/cikm/KimKFL11.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Mining large graphs: Algorithms, inference, and discoveries.\n \n \n \n \n\n\n \n Kang, U; Chau, D. H.; and Faloutsos, C.\n\n\n \n\n\n\n In Abiteboul, S.; Böhm, K.; Koch, C.; and Tan, K., editor(s), Proceedings of the 27th International Conference on Data Engineering, ICDE 2011, April 11-16, 2011, Hannover, Germany, pages 243–254, 2011. IEEE Computer Society\n \n\n\n\n
\n\n\n\n \n \n \"MiningPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/icde/KangCF11,\n  author       = {U Kang and\n                  Duen Horng Chau and\n                  Christos Faloutsos},\n  editor       = {Serge Abiteboul and\n                  Klemens B{\\"{o}}hm and\n                  Christoph Koch and\n                  Kian{-}Lee Tan},\n  title        = {Mining large graphs: Algorithms, inference, and discoveries},\n  booktitle    = {Proceedings of the 27th International Conference on Data Engineering,\n                  {ICDE} 2011, April 11-16, 2011, Hannover, Germany},\n  pages        = {243--254},\n  publisher    = {{IEEE} Computer Society},\n  year         = {2011},\n  url          = {https://doi.org/10.1109/ICDE.2011.5767883},\n  doi          = {10.1109/ICDE.2011.5767883},\n  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/icde/KangCF11.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Beyond 'Caveman Communities': Hubs and Spokes for Graph Compression and Mining.\n \n \n \n \n\n\n \n Kang, U; and Faloutsos, C.\n\n\n \n\n\n\n In Cook, D. J.; Pei, J.; Wang, W.; Zaïane, O. R.; and Wu, X., editor(s), 11th IEEE International Conference on Data Mining, ICDM 2011, Vancouver, BC, Canada, December 11-14, 2011, pages 300–309, 2011. IEEE Computer Society\n \n\n\n\n
\n\n\n\n \n \n \"BeyondPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/icdm/KangF11,\n  author       = {U Kang and\n                  Christos Faloutsos},\n  editor       = {Diane J. Cook and\n                  Jian Pei and\n                  Wei Wang and\n                  Osmar R. Za{\\"{\\i}}ane and\n                  Xindong Wu},\n  title        = {Beyond 'Caveman Communities': Hubs and Spokes for Graph Compression\n                  and Mining},\n  booktitle    = {11th {IEEE} International Conference on Data Mining, {ICDM} 2011,\n                  Vancouver, BC, Canada, December 11-14, 2011},\n  pages        = {300--309},\n  publisher    = {{IEEE} Computer Society},\n  year         = {2011},\n  url          = {https://doi.org/10.1109/ICDM.2011.26},\n  doi          = {10.1109/ICDM.2011.26},\n  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/icdm/KangF11.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Mobile Phone Graph Evolution: Findings, Model and Interpretation.\n \n \n \n \n\n\n \n Liu, S.; Li, L.; Faloutsos, C.; and Ni, L. M.\n\n\n \n\n\n\n In Spiliopoulou, M.; Wang, H.; Cook, D. J.; Pei, J.; Wang, W.; Zaïane, O. R.; and Wu, X., editor(s), Data Mining Workshops (ICDMW), 2011 IEEE 11th International Conference on, Vancouver, BC, Canada, December 11, 2011, pages 323–330, 2011. IEEE Computer Society\n \n\n\n\n
\n\n\n\n \n \n \"MobilePaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/icdm/LiuLFN11,\n  author       = {Siyuan Liu and\n                  Lei Li and\n                  Christos Faloutsos and\n                  Lionel M. Ni},\n  editor       = {Myra Spiliopoulou and\n                  Haixun Wang and\n                  Diane J. Cook and\n                  Jian Pei and\n                  Wei Wang and\n                  Osmar R. Za{\\"{\\i}}ane and\n                  Xindong Wu},\n  title        = {Mobile Phone Graph Evolution: Findings, Model and Interpretation},\n  booktitle    = {Data Mining Workshops (ICDMW), 2011 {IEEE} 11th International Conference\n                  on, Vancouver, BC, Canada, December 11, 2011},\n  pages        = {323--330},\n  publisher    = {{IEEE} Computer Society},\n  year         = {2011},\n  url          = {https://doi.org/10.1109/ICDMW.2011.123},\n  doi          = {10.1109/ICDMW.2011.123},\n  timestamp    = {Tue, 04 Feb 2025 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/icdm/LiuLFN11.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Threshold Conditions for Arbitrary Cascade Models on Arbitrary Networks.\n \n \n \n \n\n\n \n Prakash, B. A.; Chakrabarti, D.; Faloutsos, M.; Valler, N.; and Faloutsos, C.\n\n\n \n\n\n\n In Cook, D. J.; Pei, J.; Wang, W.; Zaïane, O. R.; and Wu, X., editor(s), 11th IEEE International Conference on Data Mining, ICDM 2011, Vancouver, BC, Canada, December 11-14, 2011, pages 537–546, 2011. IEEE Computer Society\n \n\n\n\n
\n\n\n\n \n \n \"ThresholdPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/icdm/PrakashCFVF11,\n  author       = {B. Aditya Prakash and\n                  Deepayan Chakrabarti and\n                  Michalis Faloutsos and\n                  Nicholas Valler and\n                  Christos Faloutsos},\n  editor       = {Diane J. Cook and\n                  Jian Pei and\n                  Wei Wang and\n                  Osmar R. Za{\\"{\\i}}ane and\n                  Xindong Wu},\n  title        = {Threshold Conditions for Arbitrary Cascade Models on Arbitrary Networks},\n  booktitle    = {11th {IEEE} International Conference on Data Mining, {ICDM} 2011,\n                  Vancouver, BC, Canada, December 11-14, 2011},\n  pages        = {537--546},\n  publisher    = {{IEEE} Computer Society},\n  year         = {2011},\n  url          = {https://doi.org/10.1109/ICDM.2011.145},\n  doi          = {10.1109/ICDM.2011.145},\n  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/icdm/PrakashCFVF11.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n It's who you know: graph mining using recursive structural features.\n \n \n \n \n\n\n \n Henderson, K.; Gallagher, B.; Li, L.; Akoglu, L.; Eliassi-Rad, T.; Tong, H.; and Faloutsos, C.\n\n\n \n\n\n\n In Apté, C.; Ghosh, J.; and Smyth, P., editor(s), Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, San Diego, CA, USA, August 21-24, 2011, pages 663–671, 2011. ACM\n \n\n\n\n
\n\n\n\n \n \n \"It'sPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/kdd/HendersonGLAETF11,\n  author       = {Keith Henderson and\n                  Brian Gallagher and\n                  Lei Li and\n                  Leman Akoglu and\n                  Tina Eliassi{-}Rad and\n                  Hanghang Tong and\n                  Christos Faloutsos},\n  editor       = {Chid Apt{\\'{e}} and\n                  Joydeep Ghosh and\n                  Padhraic Smyth},\n  title        = {It's who you know: graph mining using recursive structural features},\n  booktitle    = {Proceedings of the 17th {ACM} {SIGKDD} International Conference on\n                  Knowledge Discovery and Data Mining, San Diego, CA, USA, August 21-24,\n                  2011},\n  pages        = {663--671},\n  publisher    = {{ACM}},\n  year         = {2011},\n  url          = {https://doi.org/10.1145/2020408.2020512},\n  doi          = {10.1145/2020408.2020512},\n  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/kdd/HendersonGLAETF11.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Clustering very large multi-dimensional datasets with MapReduce.\n \n \n \n \n\n\n \n Cordeiro, R. L. F.; Jr., C. T.; Traina, A. J. M.; López, J.; Kang, U; and Faloutsos, C.\n\n\n \n\n\n\n In Apté, C.; Ghosh, J.; and Smyth, P., editor(s), Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, San Diego, CA, USA, August 21-24, 2011, pages 690–698, 2011. ACM\n \n\n\n\n
\n\n\n\n \n \n \"ClusteringPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/kdd/CordeiroTTLKF11,\n  author       = {Robson Leonardo Ferreira Cordeiro and\n                  Caetano Traina Jr. and\n                  Agma Juci Machado Traina and\n                  Julio L{\\'{o}}pez and\n                  U Kang and\n                  Christos Faloutsos},\n  editor       = {Chid Apt{\\'{e}} and\n                  Joydeep Ghosh and\n                  Padhraic Smyth},\n  title        = {Clustering very large multi-dimensional datasets with MapReduce},\n  booktitle    = {Proceedings of the 17th {ACM} {SIGKDD} International Conference on\n                  Knowledge Discovery and Data Mining, San Diego, CA, USA, August 21-24,\n                  2011},\n  pages        = {690--698},\n  publisher    = {{ACM}},\n  year         = {2011},\n  url          = {https://doi.org/10.1145/2020408.2020516},\n  doi          = {10.1145/2020408.2020516},\n  timestamp    = {Sun, 06 Oct 2024 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/kdd/CordeiroTTLKF11.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Apolo: interactive large graph sensemaking by combining machine learning and visualization.\n \n \n \n \n\n\n \n Chau, D. H.; Kittur, A.; Hong, J. I.; and Faloutsos, C.\n\n\n \n\n\n\n In Apté, C.; Ghosh, J.; and Smyth, P., editor(s), Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, San Diego, CA, USA, August 21-24, 2011, pages 739–742, 2011. ACM\n \n\n\n\n
\n\n\n\n \n \n \"Apolo:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/kdd/ChauKHF11,\n  author       = {Duen Horng Chau and\n                  Aniket Kittur and\n                  Jason I. Hong and\n                  Christos Faloutsos},\n  editor       = {Chid Apt{\\'{e}} and\n                  Joydeep Ghosh and\n                  Padhraic Smyth},\n  title        = {Apolo: interactive large graph sensemaking by combining machine learning\n                  and visualization},\n  booktitle    = {Proceedings of the 17th {ACM} {SIGKDD} International Conference on\n                  Knowledge Discovery and Data Mining, San Diego, CA, USA, August 21-24,\n                  2011},\n  pages        = {739--742},\n  publisher    = {{ACM}},\n  year         = {2011},\n  url          = {https://doi.org/10.1145/2020408.2020524},\n  doi          = {10.1145/2020408.2020524},\n  timestamp    = {Sun, 06 Oct 2024 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/kdd/ChauKHF11.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n GBASE: a scalable and general graph management system.\n \n \n \n \n\n\n \n Kang, U; Tong, H.; Sun, J.; Lin, C.; and Faloutsos, C.\n\n\n \n\n\n\n In Apté, C.; Ghosh, J.; and Smyth, P., editor(s), Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, San Diego, CA, USA, August 21-24, 2011, pages 1091–1099, 2011. ACM\n \n\n\n\n
\n\n\n\n \n \n \"GBASE:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/kdd/KangTSLF11,\n  author       = {U Kang and\n                  Hanghang Tong and\n                  Jimeng Sun and\n                  Ching{-}Yung Lin and\n                  Christos Faloutsos},\n  editor       = {Chid Apt{\\'{e}} and\n                  Joydeep Ghosh and\n                  Padhraic Smyth},\n  title        = {{GBASE:} a scalable and general graph management system},\n  booktitle    = {Proceedings of the 17th {ACM} {SIGKDD} International Conference on\n                  Knowledge Discovery and Data Mining, San Diego, CA, USA, August 21-24,\n                  2011},\n  pages        = {1091--1099},\n  publisher    = {{ACM}},\n  year         = {2011},\n  url          = {https://doi.org/10.1145/2020408.2020580},\n  doi          = {10.1145/2020408.2020580},\n  timestamp    = {Mon, 28 Aug 2023 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/kdd/KangTSLF11.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n ThermoCast: a cyber-physical forecasting model for datacenters.\n \n \n \n \n\n\n \n Li, L.; Liang, C. M.; Liu, J.; Nath, S.; Terzis, A.; and Faloutsos, C.\n\n\n \n\n\n\n In Apté, C.; Ghosh, J.; and Smyth, P., editor(s), Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, San Diego, CA, USA, August 21-24, 2011, pages 1370–1378, 2011. ACM\n \n\n\n\n
\n\n\n\n \n \n \"ThermoCast:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/kdd/LiLLNTF11,\n  author       = {Lei Li and\n                  Chieh{-}Jan Mike Liang and\n                  Jie Liu and\n                  Suman Nath and\n                  Andreas Terzis and\n                  Christos Faloutsos},\n  editor       = {Chid Apt{\\'{e}} and\n                  Joydeep Ghosh and\n                  Padhraic Smyth},\n  title        = {ThermoCast: a cyber-physical forecasting model for datacenters},\n  booktitle    = {Proceedings of the 17th {ACM} {SIGKDD} International Conference on\n                  Knowledge Discovery and Data Mining, San Diego, CA, USA, August 21-24,\n                  2011},\n  pages        = {1370--1378},\n  publisher    = {{ACM}},\n  year         = {2011},\n  url          = {https://doi.org/10.1145/2020408.2020611},\n  doi          = {10.1145/2020408.2020611},\n  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/kdd/LiLLNTF11.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Epidemic Spread in Mobile Ad Hoc Networks: Determining the Tipping Point.\n \n \n \n \n\n\n \n Valler, N.; Prakash, B. A.; Tong, H.; Faloutsos, M.; and Faloutsos, C.\n\n\n \n\n\n\n In Domingo-Pascual, J.; Manzoni, P.; Palazzo, S.; Pont, A.; and Scoglio, C. M., editor(s), NETWORKING 2011 - 10th International IFIP TC 6 Networking Conference, Valencia, Spain, May 9-13, 2011, Proceedings, Part I, volume 6640, of Lecture Notes in Computer Science, pages 266–280, 2011. Springer\n \n\n\n\n
\n\n\n\n \n \n \"EpidemicPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/networking/VallerPTFF11,\n  author       = {Nicholas Valler and\n                  B. Aditya Prakash and\n                  Hanghang Tong and\n                  Michalis Faloutsos and\n                  Christos Faloutsos},\n  editor       = {Jordi Domingo{-}Pascual and\n                  Pietro Manzoni and\n                  Sergio Palazzo and\n                  Ana Pont and\n                  Caterina M. Scoglio},\n  title        = {Epidemic Spread in Mobile Ad Hoc Networks: Determining the Tipping\n                  Point},\n  booktitle    = {{NETWORKING} 2011 - 10th International {IFIP} {TC} 6 Networking Conference,\n                  Valencia, Spain, May 9-13, 2011, Proceedings, Part {I}},\n  series       = {Lecture Notes in Computer Science},\n  volume       = {6640},\n  pages        = {266--280},\n  publisher    = {Springer},\n  year         = {2011},\n  url          = {https://doi.org/10.1007/978-3-642-20757-0\\_21},\n  doi          = {10.1007/978-3-642-20757-0\\_21},\n  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/networking/VallerPTFF11.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Spectral Analysis for Billion-Scale Graphs: Discoveries and Implementation.\n \n \n \n \n\n\n \n Kang, U; Meeder, B.; and Faloutsos, C.\n\n\n \n\n\n\n In Huang, J. Z.; Cao, L.; and Srivastava, J., editor(s), Advances in Knowledge Discovery and Data Mining - 15th Pacific-Asia Conference, PAKDD 2011, Shenzhen, China, May 24-27, 2011, Proceedings, Part II, volume 6635, of Lecture Notes in Computer Science, pages 13–25, 2011. Springer\n \n\n\n\n
\n\n\n\n \n \n \"SpectralPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/pakdd/KangMF11,\n  author       = {U Kang and\n                  Brendan Meeder and\n                  Christos Faloutsos},\n  editor       = {Joshua Zhexue Huang and\n                  Longbing Cao and\n                  Jaideep Srivastava},\n  title        = {Spectral Analysis for Billion-Scale Graphs: Discoveries and Implementation},\n  booktitle    = {Advances in Knowledge Discovery and Data Mining - 15th Pacific-Asia\n                  Conference, {PAKDD} 2011, Shenzhen, China, May 24-27, 2011, Proceedings,\n                  Part {II}},\n  series       = {Lecture Notes in Computer Science},\n  volume       = {6635},\n  pages        = {13--25},\n  publisher    = {Springer},\n  year         = {2011},\n  url          = {https://doi.org/10.1007/978-3-642-20847-8\\_2},\n  doi          = {10.1007/978-3-642-20847-8\\_2},\n  timestamp    = {Tue, 24 Sep 2019 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/pakdd/KangMF11.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Unifying Guilt-by-Association Approaches: Theorems and Fast Algorithms.\n \n \n \n \n\n\n \n Koutra, D.; Ke, T.; Kang, U; Chau, D. H.; Pao, H. K.; and Faloutsos, C.\n\n\n \n\n\n\n In Gunopulos, D.; Hofmann, T.; Malerba, D.; and Vazirgiannis, M., editor(s), Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2011, Athens, Greece, September 5-9, 2011, Proceedings, Part II, volume 6912, of Lecture Notes in Computer Science, pages 245–260, 2011. Springer\n \n\n\n\n
\n\n\n\n \n \n \"UnifyingPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/pkdd/KoutraKKCPF11,\n  author       = {Danai Koutra and\n                  Tai{-}You Ke and\n                  U Kang and\n                  Duen Horng Chau and\n                  Hsing{-}Kuo Kenneth Pao and\n                  Christos Faloutsos},\n  editor       = {Dimitrios Gunopulos and\n                  Thomas Hofmann and\n                  Donato Malerba and\n                  Michalis Vazirgiannis},\n  title        = {Unifying Guilt-by-Association Approaches: Theorems and Fast Algorithms},\n  booktitle    = {Machine Learning and Knowledge Discovery in Databases - European Conference,\n                  {ECML} {PKDD} 2011, Athens, Greece, September 5-9, 2011, Proceedings,\n                  Part {II}},\n  series       = {Lecture Notes in Computer Science},\n  volume       = {6912},\n  pages        = {245--260},\n  publisher    = {Springer},\n  year         = {2011},\n  url          = {https://doi.org/10.1007/978-3-642-23783-6\\_16},\n  doi          = {10.1007/978-3-642-23783-6\\_16},\n  timestamp    = {Fri, 09 Apr 2021 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/pkdd/KoutraKKCPF11.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Large Scale Graph Mining and Inference for Malware Detection.\n \n \n \n \n\n\n \n Chau, D. H.; Nachenberg, C.; Wilhelm, J.; Wright, A.; and Faloutsos, C.\n\n\n \n\n\n\n In Proceedings of the Eleventh SIAM International Conference on Data Mining, SDM 2011, April 28-30, 2011, Mesa, Arizona, USA, pages 131–142, 2011. SIAM / Omnipress\n \n\n\n\n
\n\n\n\n \n \n \"LargePaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/sdm/ChauNWWF11,\n  author       = {Duen Horng Chau and\n                  Carey Nachenberg and\n                  Jeffrey Wilhelm and\n                  Adam Wright and\n                  Christos Faloutsos},\n  title        = {Large Scale Graph Mining and Inference for Malware Detection},\n  booktitle    = {Proceedings of the Eleventh {SIAM} International Conference on Data\n                  Mining, {SDM} 2011, April 28-30, 2011, Mesa, Arizona, {USA}},\n  pages        = {131--142},\n  publisher    = {{SIAM} / Omnipress},\n  year         = {2011},\n  url          = {https://doi.org/10.1137/1.9781611972818.12},\n  doi          = {10.1137/1.9781611972818.12},\n  timestamp    = {Fri, 09 Apr 2021 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/sdm/ChauNWWF11.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n WindMine: Fast and Effective Mining of Web-click Sequences.\n \n \n \n \n\n\n \n Sakurai, Y.; Li, L.; Matsubara, Y.; and Faloutsos, C.\n\n\n \n\n\n\n In Proceedings of the Eleventh SIAM International Conference on Data Mining, SDM 2011, April 28-30, 2011, Mesa, Arizona, USA, pages 759–770, 2011. SIAM / Omnipress\n \n\n\n\n
\n\n\n\n \n \n \"WindMine:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/sdm/SakuraiLMF11,\n  author       = {Yasushi Sakurai and\n                  Lei Li and\n                  Yasuko Matsubara and\n                  Christos Faloutsos},\n  title        = {WindMine: Fast and Effective Mining of Web-click Sequences},\n  booktitle    = {Proceedings of the Eleventh {SIAM} International Conference on Data\n                  Mining, {SDM} 2011, April 28-30, 2011, Mesa, Arizona, {USA}},\n  pages        = {759--770},\n  publisher    = {{SIAM} / Omnipress},\n  year         = {2011},\n  url          = {https://doi.org/10.1137/1.9781611972818.65},\n  doi          = {10.1137/1.9781611972818.65},\n  timestamp    = {Sun, 02 Jun 2019 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/sdm/SakuraiLMF11.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Human Dynamics in Large Communication Networks.\n \n \n \n \n\n\n \n de Melo, P. O. S. V.; Faloutsos, C.; and Loureiro, A. A. F.\n\n\n \n\n\n\n In Proceedings of the Eleventh SIAM International Conference on Data Mining, SDM 2011, April 28-30, 2011, Mesa, Arizona, USA, pages 968–979, 2011. SIAM / Omnipress\n \n\n\n\n
\n\n\n\n \n \n \"HumanPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/sdm/MeloFL11,\n  author       = {Pedro Olmo Stancioli Vaz de Melo and\n                  Christos Faloutsos and\n                  Antonio Alfredo Ferreira Loureiro},\n  title        = {Human Dynamics in Large Communication Networks},\n  booktitle    = {Proceedings of the Eleventh {SIAM} International Conference on Data\n                  Mining, {SDM} 2011, April 28-30, 2011, Mesa, Arizona, {USA}},\n  pages        = {968--979},\n  publisher    = {{SIAM} / Omnipress},\n  year         = {2011},\n  url          = {https://doi.org/10.1137/1.9781611972818.83},\n  doi          = {10.1137/1.9781611972818.83},\n  timestamp    = {Sun, 02 Jun 2019 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/sdm/MeloFL11.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n BlogCast effect on information diffusion in a blogosphere.\n \n \n \n \n\n\n \n Kim, S.; Faloutsos, C.; and Ha, J.\n\n\n \n\n\n\n In Ma, W.; Nie, J.; Baeza-Yates, R.; Chua, T.; and Croft, W. B., editor(s), Proceeding of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2011, Beijing, China, July 25-29, 2011, pages 1149–1150, 2011. ACM\n \n\n\n\n
\n\n\n\n \n \n \"BlogCastPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/sigir/KimFH11,\n  author       = {Sang{-}Wook Kim and\n                  Christos Faloutsos and\n                  Jiwoon Ha},\n  editor       = {Wei{-}Ying Ma and\n                  Jian{-}Yun Nie and\n                  Ricardo Baeza{-}Yates and\n                  Tat{-}Seng Chua and\n                  W. Bruce Croft},\n  title        = {BlogCast effect on information diffusion in a blogosphere},\n  booktitle    = {Proceeding of the 34th International {ACM} {SIGIR} Conference on Research\n                  and Development in Information Retrieval, {SIGIR} 2011, Beijing, China,\n                  July 25-29, 2011},\n  pages        = {1149--1150},\n  publisher    = {{ACM}},\n  year         = {2011},\n  url          = {https://doi.org/10.1145/2009916.2010093},\n  doi          = {10.1145/2009916.2010093},\n  timestamp    = {Sun, 19 Jan 2025 13:11:15 +0100},\n  biburl       = {https://dblp.org/rec/conf/sigir/KimFH11.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Recommending People in Developers' Collaboration Network.\n \n \n \n \n\n\n \n Surian, D.; Liu, N.; Lo, D.; Tong, H.; Lim, E.; and Faloutsos, C.\n\n\n \n\n\n\n In Pinzger, M.; Poshyvanyk, D.; and Buckley, J., editor(s), 18th Working Conference on Reverse Engineering, WCRE 2011, Limerick, Ireland, October 17-20, 2011, pages 379–388, 2011. IEEE Computer Society\n \n\n\n\n
\n\n\n\n \n \n \"RecommendingPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/wcre/SurianLLTLF11,\n  author       = {Didi Surian and\n                  Nian Liu and\n                  David Lo and\n                  Hanghang Tong and\n                  Ee{-}Peng Lim and\n                  Christos Faloutsos},\n  editor       = {Martin Pinzger and\n                  Denys Poshyvanyk and\n                  Jim Buckley},\n  title        = {Recommending People in Developers' Collaboration Network},\n  booktitle    = {18th Working Conference on Reverse Engineering, {WCRE} 2011, Limerick,\n                  Ireland, October 17-20, 2011},\n  pages        = {379--388},\n  publisher    = {{IEEE} Computer Society},\n  year         = {2011},\n  url          = {https://doi.org/10.1109/WCRE.2011.53},\n  doi          = {10.1109/WCRE.2011.53},\n  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/wcre/SurianLLTLF11.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Mining billion-node graphs: patterns, generators and tools.\n \n \n \n \n\n\n \n Faloutsos, C.\n\n\n \n\n\n\n In King, I.; Nejdl, W.; and Li, H., editor(s), Proceedings of the Forth International Conference on Web Search and Web Data Mining, WSDM 2011, Hong Kong, China, February 9-12, 2011, pages 13–14, 2011. ACM\n \n\n\n\n
\n\n\n\n \n \n \"MiningPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/wsdm/Faloutsos11,\n  author       = {Christos Faloutsos},\n  editor       = {Irwin King and\n                  Wolfgang Nejdl and\n                  Hang Li},\n  title        = {Mining billion-node graphs: patterns, generators and tools},\n  booktitle    = {Proceedings of the Forth International Conference on Web Search and\n                  Web Data Mining, {WSDM} 2011, Hong Kong, China, February 9-12, 2011},\n  pages        = {13--14},\n  publisher    = {{ACM}},\n  year         = {2011},\n  url          = {https://doi.org/10.1145/1935826.1935837},\n  doi          = {10.1145/1935826.1935837},\n  timestamp    = {Sat, 09 Apr 2022 12:34:55 +0200},\n  biburl       = {https://dblp.org/rec/conf/wsdm/Faloutsos11.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Graph Mining Techniques: Focusing on discriminating between real and synthetic graphs.\n \n \n \n \n\n\n \n Appel, A. P.; Faloutsos, C.; and Jr., C. T.\n\n\n \n\n\n\n In Sakr, S.; and Pardede, E., editor(s), Graph Data Management: Techniques and Applications, pages 239–259. IGI Global, 2011.\n \n\n\n\n
\n\n\n\n \n \n \"GraphPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@incollection{DBLP:books/igi/Sakr11/AppelFT11,\n  author       = {Ana Paula Appel and\n                  Christos Faloutsos and\n                  Caetano Traina Jr.},\n  editor       = {Sherif Sakr and\n                  Eric Pardede},\n  title        = {Graph Mining Techniques: Focusing on discriminating between real and\n                  synthetic graphs},\n  booktitle    = {Graph Data Management: Techniques and Applications},\n  pages        = {239--259},\n  publisher    = {{IGI} Global},\n  year         = {2011},\n  url          = {https://doi.org/10.4018/978-1-61350-053-8.ch010},\n  doi          = {10.4018/978-1-61350-053-8.CH010},\n  timestamp    = {Sun, 02 Jun 2019 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/books/igi/Sakr11/AppelFT11.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Fundamental Questions in the Analysis of Large Graphs.\n \n \n \n \n\n\n \n Kepner, J.; Bader, D. A.; Bond, R.; Bliss, N. T.; Faloutsos, C.; Hendrickson, B.; Gilbert, J. R.; and Robinson, E.\n\n\n \n\n\n\n In Kepner, J.; and Gilbert, J. R., editor(s), Graph Algorithms in the Language of Linear Algebra, volume 22, of Software, environments, tools, pages 353–357. SIAM, 2011.\n \n\n\n\n
\n\n\n\n \n \n \"FundamentalPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@incollection{DBLP:books/siam/11/KepnerBBBFHGR11,\n  author       = {Jeremy Kepner and\n                  David A. Bader and\n                  Robert Bond and\n                  Nadya T. Bliss and\n                  Christos Faloutsos and\n                  Bruce Hendrickson and\n                  John R. Gilbert and\n                  Eric Robinson},\n  editor       = {Jeremy Kepner and\n                  John R. Gilbert},\n  title        = {Fundamental Questions in the Analysis of Large Graphs},\n  booktitle    = {Graph Algorithms in the Language of Linear Algebra},\n  series       = {Software, environments, tools},\n  volume       = {22},\n  pages        = {353--357},\n  publisher    = {{SIAM}},\n  year         = {2011},\n  url          = {https://doi.org/10.1137/1.9780898719918.ch16},\n  doi          = {10.1137/1.9780898719918.CH16},\n  timestamp    = {Sat, 19 Oct 2019 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/books/siam/11/KepnerBBBFHGR11.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Statistical Properties of Social Networks.\n \n \n \n \n\n\n \n McGlohon, M.; Akoglu, L.; and Faloutsos, C.\n\n\n \n\n\n\n In Aggarwal, C. C., editor(s), Social Network Data Analytics, pages 17–42. Springer, 2011.\n \n\n\n\n
\n\n\n\n \n \n \"StatisticalPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@incollection{DBLP:books/sp/social2011/McGlohonAF11,\n  author       = {Mary McGlohon and\n                  Leman Akoglu and\n                  Christos Faloutsos},\n  editor       = {Charu C. Aggarwal},\n  title        = {Statistical Properties of Social Networks},\n  booktitle    = {Social Network Data Analytics},\n  pages        = {17--42},\n  publisher    = {Springer},\n  year         = {2011},\n  url          = {https://doi.org/10.1007/978-1-4419-8462-3\\_2},\n  doi          = {10.1007/978-1-4419-8462-3\\_2},\n  timestamp    = {Sun, 02 Jun 2019 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/books/sp/social2011/McGlohonAF11.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n  \n 2010\n \n \n (36)\n \n \n
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\n \n\n \n \n \n \n \n \n SPEX\\(^\\mbox2\\): automated concise extraction of spatial gene expression patterns from Fly embryo ISH images.\n \n \n \n \n\n\n \n Puniyani, K.; Faloutsos, C.; and Xing, E. P.\n\n\n \n\n\n\n Bioinform., 26(12): 47–56. 2010.\n \n\n\n\n
\n\n\n\n \n \n \"SPEX\\(^\\mbox2\\):Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/bioinformatics/PuniyaniFX10,\n  author       = {Kriti Puniyani and\n                  Christos Faloutsos and\n                  Eric P. Xing},\n  title        = {SPEX\\({}^{\\mbox{2}}\\): automated concise extraction of spatial gene\n                  expression patterns from Fly embryo {ISH} images},\n  journal      = {Bioinform.},\n  volume       = {26},\n  number       = {12},\n  pages        = {47--56},\n  year         = {2010},\n  url          = {https://doi.org/10.1093/bioinformatics/btq172},\n  doi          = {10.1093/BIOINFORMATICS/BTQ172},\n  timestamp    = {Tue, 01 Sep 2020 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/bioinformatics/PuniyaniFX10.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Efficient Parallel Learning of Hidden Markov Chain Models on SMPs.\n \n \n \n \n\n\n \n Li, L.; Fu, B.; and Faloutsos, C.\n\n\n \n\n\n\n IEICE Trans. Inf. Syst., 93-D(6): 1330–1342. 2010.\n \n\n\n\n
\n\n\n\n \n \n Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/ieicet/LiFF10,\n  author       = {Lei Li and\n                  Bin Fu and\n                  Christos Faloutsos},\n  title        = {Efficient Parallel Learning of Hidden Markov Chain Models on SMPs},\n  journal      = {{IEICE} Trans. Inf. Syst.},\n  volume       = {93-D},\n  number       = {6},\n  pages        = {1330--1342},\n  year         = {2010},\n  url          = {https://doi.org/10.1587/transinf.E93.D.1330},\n  doi          = {10.1587/TRANSINF.E93.D.1330},\n  timestamp    = {Sat, 11 Apr 2020 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/ieicet/LiFF10.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Time series analysis with multiple resolutions.\n \n \n \n \n\n\n \n Wang, Q.; Megalooikonomou, V.; and Faloutsos, C.\n\n\n \n\n\n\n Inf. Syst., 35(1): 56–74. 2010.\n \n\n\n\n
\n\n\n\n \n \n \"TimePaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/is/WangMF10,\n  author       = {Qiang Wang and\n                  Vasileios Megalooikonomou and\n                  Christos Faloutsos},\n  title        = {Time series analysis with multiple resolutions},\n  journal      = {Inf. Syst.},\n  volume       = {35},\n  number       = {1},\n  pages        = {56--74},\n  year         = {2010},\n  url          = {https://doi.org/10.1016/j.is.2009.03.006},\n  doi          = {10.1016/J.IS.2009.03.006},\n  timestamp    = {Fri, 18 Oct 2019 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/is/WangMF10.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Fast feature selection using fractal dimension.\n \n \n \n \n\n\n \n Jr., C. T.; Traina, A. J. M.; Wu, L.; and Faloutsos, C.\n\n\n \n\n\n\n J. Inf. Data Manag., 1(1): 3–16. 2010.\n \n\n\n\n
\n\n\n\n \n \n \"FastPaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/jidm/TrainaTWF10,\n  author       = {Caetano Traina Jr. and\n                  Agma J. M. Traina and\n                  Leejay Wu and\n                  Christos Faloutsos},\n  title        = {Fast feature selection using fractal dimension},\n  journal      = {J. Inf. Data Manag.},\n  volume       = {1},\n  number       = {1},\n  pages        = {3--16},\n  year         = {2010},\n  url          = {https://sol.sbc.org.br/journals/index.php/jidm/article/view/936},\n  timestamp    = {Tue, 30 Nov 2021 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/jidm/TrainaTWF10.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Fast Feature Selection using Fractal Dimension - Ten Years Later.\n \n \n \n \n\n\n \n Jr., C. T.; Traina, A. J. M.; and Faloutsos, C.\n\n\n \n\n\n\n J. Inf. Data Manag., 1(1): 17–20. 2010.\n \n\n\n\n
\n\n\n\n \n \n \"FastPaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/jidm/TrainaTF10,\n  author       = {Caetano Traina Jr. and\n                  Agma J. M. Traina and\n                  Christos Faloutsos},\n  title        = {Fast Feature Selection using Fractal Dimension - Ten Years Later},\n  journal      = {J. Inf. Data Manag.},\n  volume       = {1},\n  number       = {1},\n  pages        = {17--20},\n  year         = {2010},\n  url          = {https://sol.sbc.org.br/journals/index.php/jidm/article/view/937},\n  timestamp    = {Tue, 30 Nov 2021 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/jidm/TrainaTF10.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Kronecker Graphs: An Approach to Modeling Networks.\n \n \n \n \n\n\n \n Leskovec, J.; Chakrabarti, D.; Kleinberg, J. M.; Faloutsos, C.; and Ghahramani, Z.\n\n\n \n\n\n\n J. Mach. Learn. Res., 11: 985–1042. 2010.\n \n\n\n\n
\n\n\n\n \n \n \"KroneckerPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/jmlr/LeskovecCKFG10,\n  author       = {Jure Leskovec and\n                  Deepayan Chakrabarti and\n                  Jon M. Kleinberg and\n                  Christos Faloutsos and\n                  Zoubin Ghahramani},\n  title        = {Kronecker Graphs: An Approach to Modeling Networks},\n  journal      = {J. Mach. Learn. Res.},\n  volume       = {11},\n  pages        = {985--1042},\n  year         = {2010},\n  url          = {https://dl.acm.org/doi/10.5555/1756006.1756039},\n  doi          = {10.5555/1756006.1756039},\n  timestamp    = {Thu, 02 Jun 2022 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/jmlr/LeskovecCKFG10.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Parsimonious Linear Fingerprinting for Time Series.\n \n \n \n \n\n\n \n Li, L.; Prakash, B. A.; and Faloutsos, C.\n\n\n \n\n\n\n Proc. VLDB Endow., 3(1): 385–396. 2010.\n \n\n\n\n
\n\n\n\n \n \n \"ParsimoniousPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/pvldb/LiPF10,\n  author       = {Lei Li and\n                  B. Aditya Prakash and\n                  Christos Faloutsos},\n  title        = {Parsimonious Linear Fingerprinting for Time Series},\n  journal      = {Proc. {VLDB} Endow.},\n  volume       = {3},\n  number       = {1},\n  pages        = {385--396},\n  year         = {2010},\n  url          = {http://www.vldb.org/pvldb/vldb2010/pvldb\\_vol3/R34.pdf},\n  doi          = {10.14778/1920841.1920893},\n  timestamp    = {Sat, 25 Apr 2020 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/pvldb/LiPF10.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Bayesian Browsing Model: Exact Inference of Document Relevance from Petabyte-Scale Data.\n \n \n \n \n\n\n \n Liu, C.; Guo, F.; and Faloutsos, C.\n\n\n \n\n\n\n ACM Trans. Knowl. Discov. Data, 4(4): 19:1–19:26. 2010.\n \n\n\n\n
\n\n\n\n \n \n \"BayesianPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/tkdd/LiuGF10,\n  author       = {Chao Liu and\n                  Fan Guo and\n                  Christos Faloutsos},\n  title        = {Bayesian Browsing Model: Exact Inference of Document Relevance from\n                  Petabyte-Scale Data},\n  journal      = {{ACM} Trans. Knowl. Discov. Data},\n  volume       = {4},\n  number       = {4},\n  pages        = {19:1--19:26},\n  year         = {2010},\n  url          = {https://doi.org/10.1145/1857947.1857951},\n  doi          = {10.1145/1857947.1857951},\n  timestamp    = {Mon, 25 Sep 2023 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/tkdd/LiuGF10.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Fast Discovery of Group Lag Correlations in Streams.\n \n \n \n \n\n\n \n Sakurai, Y.; Faloutsos, C.; and Papadimitriou, S.\n\n\n \n\n\n\n ACM Trans. Knowl. Discov. Data, 5(1): 5:1–5:43. 2010.\n \n\n\n\n
\n\n\n\n \n \n \"FastPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/tkdd/SakuraiFP10,\n  author       = {Yasushi Sakurai and\n                  Christos Faloutsos and\n                  Spiros Papadimitriou},\n  title        = {Fast Discovery of Group Lag Correlations in Streams},\n  journal      = {{ACM} Trans. Knowl. Discov. Data},\n  volume       = {5},\n  number       = {1},\n  pages        = {5:1--5:43},\n  year         = {2010},\n  url          = {https://doi.org/10.1145/1870096.1870101},\n  doi          = {10.1145/1870096.1870101},\n  timestamp    = {Thu, 16 Apr 2020 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/tkdd/SakuraiFP10.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n The Typhoon Track Classification using Tri-plots and Markov Chain.\n \n \n \n\n\n \n Tseng, J. C.; Pao, H. K.; and Faloutsos, C.\n\n\n \n\n\n\n In Fred, A. L. N.; and Filipe, J., editor(s), KDIR 2010 - Proceedings of the International Conference on Knowledge Discovery and Information Retrieval, Valencia, Spain, October 25-28, 2010, pages 364–369, 2010. SciTePress\n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/ic3k/TsengPF10,\n  author       = {John Chien{-}Han Tseng and\n                  Hsing{-}Kuo Kenneth Pao and\n                  Christos Faloutsos},\n  editor       = {Ana L. N. Fred and\n                  Joaquim Filipe},\n  title        = {The Typhoon Track Classification using Tri-plots and Markov Chain},\n  booktitle    = {{KDIR} 2010 - Proceedings of the International Conference on Knowledge\n                  Discovery and Information Retrieval, Valencia, Spain, October 25-28,\n                  2010},\n  pages        = {364--369},\n  publisher    = {SciTePress},\n  year         = {2010},\n  timestamp    = {Thu, 27 Oct 2011 12:18:42 +0200},\n  biburl       = {https://dblp.org/rec/conf/ic3k/TsengPF10.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Fast algorithms for time series mining.\n \n \n \n \n\n\n \n Li, L.; and Faloutsos, C.\n\n\n \n\n\n\n In Workshops Proceedings of the 26th International Conference on Data Engineering, ICDE 2010, March 1-6, 2010, Long Beach, California, USA, pages 341–344, 2010. IEEE Computer Society\n \n\n\n\n
\n\n\n\n \n \n \"FastPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/icde/LiF10,\n  author       = {Lei Li and\n                  Christos Faloutsos},\n  title        = {Fast algorithms for time series mining},\n  booktitle    = {Workshops Proceedings of the 26th International Conference on Data\n                  Engineering, {ICDE} 2010, March 1-6, 2010, Long Beach, California,\n                  {USA}},\n  pages        = {341--344},\n  publisher    = {{IEEE} Computer Society},\n  year         = {2010},\n  url          = {https://doi.org/10.1109/ICDEW.2010.5452719},\n  doi          = {10.1109/ICDEW.2010.5452719},\n  timestamp    = {Thu, 23 Mar 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/icde/LiF10.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Finding Clusters in subspaces of very large, multi-dimensional datasets.\n \n \n \n \n\n\n \n Cordeiro, R. L. F.; Traina, A. J. M.; Faloutsos, C.; and Jr., C. T.\n\n\n \n\n\n\n In Li, F.; Moro, M. M.; Ghandeharizadeh, S.; Haritsa, J. R.; Weikum, G.; Carey, M. J.; Casati, F.; Chang, E. Y.; Manolescu, I.; Mehrotra, S.; Dayal, U.; and Tsotras, V. J., editor(s), Proceedings of the 26th International Conference on Data Engineering, ICDE 2010, March 1-6, 2010, Long Beach, California, USA, pages 625–636, 2010. IEEE Computer Society\n \n\n\n\n
\n\n\n\n \n \n \"FindingPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/icde/CordeiroTFT10,\n  author       = {Robson Leonardo Ferreira Cordeiro and\n                  Agma J. M. Traina and\n                  Christos Faloutsos and\n                  Caetano Traina Jr.},\n  editor       = {Feifei Li and\n                  Mirella M. Moro and\n                  Shahram Ghandeharizadeh and\n                  Jayant R. Haritsa and\n                  Gerhard Weikum and\n                  Michael J. Carey and\n                  Fabio Casati and\n                  Edward Y. Chang and\n                  Ioana Manolescu and\n                  Sharad Mehrotra and\n                  Umeshwar Dayal and\n                  Vassilis J. Tsotras},\n  title        = {Finding Clusters in subspaces of very large, multi-dimensional datasets},\n  booktitle    = {Proceedings of the 26th International Conference on Data Engineering,\n                  {ICDE} 2010, March 1-6, 2010, Long Beach, California, {USA}},\n  pages        = {625--636},\n  publisher    = {{IEEE} Computer Society},\n  year         = {2010},\n  url          = {https://doi.org/10.1109/ICDE.2010.5447924},\n  doi          = {10.1109/ICDE.2010.5447924},\n  timestamp    = {Sun, 06 Oct 2024 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/icde/CordeiroTFT10.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Mining Billion-node Graphs: Patterns, Generators and Tools.\n \n \n \n \n\n\n \n Faloutsos, C.\n\n\n \n\n\n\n In Webb, G. I.; Liu, B.; Zhang, C.; Gunopulos, D.; and Wu, X., editor(s), ICDM 2010, The 10th IEEE International Conference on Data Mining, Sydney, Australia, 14-17 December 2010, pages 5, 2010. IEEE Computer Society\n \n\n\n\n
\n\n\n\n \n \n \"MiningPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/icdm/Faloutsos10,\n  author       = {Christos Faloutsos},\n  editor       = {Geoffrey I. Webb and\n                  Bing Liu and\n                  Chengqi Zhang and\n                  Dimitrios Gunopulos and\n                  Xindong Wu},\n  title        = {Mining Billion-node Graphs: Patterns, Generators and Tools},\n  booktitle    = {{ICDM} 2010, The 10th {IEEE} International Conference on Data Mining,\n                  Sydney, Australia, 14-17 December 2010},\n  pages        = {5},\n  publisher    = {{IEEE} Computer Society},\n  year         = {2010},\n  url          = {https://doi.org/10.1109/ICDM.2010.170},\n  doi          = {10.1109/ICDM.2010.170},\n  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/icdm/Faloutsos10.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n QMAS: Querying, Mining and Summarization of Multi-modal Databases.\n \n \n \n \n\n\n \n Cordeiro, R. L. F.; Guo, F.; Haverkamp, D. S.; Horne, J. H.; Hughes, E. K.; Kim, G.; Traina, A. J. M.; Jr., C. T.; and Faloutsos, C.\n\n\n \n\n\n\n In Webb, G. I.; Liu, B.; Zhang, C.; Gunopulos, D.; and Wu, X., editor(s), ICDM 2010, The 10th IEEE International Conference on Data Mining, Sydney, Australia, 14-17 December 2010, pages 785–790, 2010. IEEE Computer Society\n \n\n\n\n
\n\n\n\n \n \n \"QMAS:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/icdm/CordeiroGHHHKTTF10,\n  author       = {Robson Leonardo Ferreira Cordeiro and\n                  Fan Guo and\n                  Donna S. Haverkamp and\n                  James H. Horne and\n                  Ellen K. Hughes and\n                  Gunhee Kim and\n                  Agma J. M. Traina and\n                  Caetano Traina Jr. and\n                  Christos Faloutsos},\n  editor       = {Geoffrey I. Webb and\n                  Bing Liu and\n                  Chengqi Zhang and\n                  Dimitrios Gunopulos and\n                  Xindong Wu},\n  title        = {{QMAS:} Querying, Mining and Summarization of Multi-modal Databases},\n  booktitle    = {{ICDM} 2010, The 10th {IEEE} International Conference on Data Mining,\n                  Sydney, Australia, 14-17 December 2010},\n  pages        = {785--790},\n  publisher    = {{IEEE} Computer Society},\n  year         = {2010},\n  url          = {https://doi.org/10.1109/ICDM.2010.150},\n  doi          = {10.1109/ICDM.2010.150},\n  timestamp    = {Sun, 06 Oct 2024 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/icdm/CordeiroGHHHKTTF10.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Patterns on the Connected Components of Terabyte-Scale Graphs.\n \n \n \n \n\n\n \n Kang, U; McGlohon, M.; Akoglu, L.; and Faloutsos, C.\n\n\n \n\n\n\n In Webb, G. I.; Liu, B.; Zhang, C.; Gunopulos, D.; and Wu, X., editor(s), ICDM 2010, The 10th IEEE International Conference on Data Mining, Sydney, Australia, 14-17 December 2010, pages 875–880, 2010. IEEE Computer Society\n \n\n\n\n
\n\n\n\n \n \n \"PatternsPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/icdm/KangMAF10,\n  author       = {U Kang and\n                  Mary McGlohon and\n                  Leman Akoglu and\n                  Christos Faloutsos},\n  editor       = {Geoffrey I. Webb and\n                  Bing Liu and\n                  Chengqi Zhang and\n                  Dimitrios Gunopulos and\n                  Xindong Wu},\n  title        = {Patterns on the Connected Components of Terabyte-Scale Graphs},\n  booktitle    = {{ICDM} 2010, The 10th {IEEE} International Conference on Data Mining,\n                  Sydney, Australia, 14-17 December 2010},\n  pages        = {875--880},\n  publisher    = {{IEEE} Computer Society},\n  year         = {2010},\n  url          = {https://doi.org/10.1109/ICDM.2010.121},\n  doi          = {10.1109/ICDM.2010.121},\n  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/icdm/KangMAF10.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n On the Vulnerability of Large Graphs.\n \n \n \n \n\n\n \n Tong, H.; Prakash, B. A.; Tsourakakis, C. E.; Eliassi-Rad, T.; Faloutsos, C.; and Chau, D. H.\n\n\n \n\n\n\n In Webb, G. I.; Liu, B.; Zhang, C.; Gunopulos, D.; and Wu, X., editor(s), ICDM 2010, The 10th IEEE International Conference on Data Mining, Sydney, Australia, 14-17 December 2010, pages 1091–1096, 2010. IEEE Computer Society\n \n\n\n\n
\n\n\n\n \n \n \"OnPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/icdm/TongPTEFC10,\n  author       = {Hanghang Tong and\n                  B. Aditya Prakash and\n                  Charalampos E. Tsourakakis and\n                  Tina Eliassi{-}Rad and\n                  Christos Faloutsos and\n                  Duen Horng Chau},\n  editor       = {Geoffrey I. Webb and\n                  Bing Liu and\n                  Chengqi Zhang and\n                  Dimitrios Gunopulos and\n                  Xindong Wu},\n  title        = {On the Vulnerability of Large Graphs},\n  booktitle    = {{ICDM} 2010, The 10th {IEEE} International Conference on Data Mining,\n                  Sydney, Australia, 14-17 December 2010},\n  pages        = {1091--1096},\n  publisher    = {{IEEE} Computer Society},\n  year         = {2010},\n  url          = {https://doi.org/10.1109/ICDM.2010.54},\n  doi          = {10.1109/ICDM.2010.54},\n  timestamp    = {Mon, 01 May 2023 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/icdm/TongPTEFC10.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n ValuePick: Towards a Value-Oriented Dual-Goal Recommender System.\n \n \n \n \n\n\n \n Akoglu, L.; and Faloutsos, C.\n\n\n \n\n\n\n In Fan, W.; Hsu, W.; Webb, G. I.; Liu, B.; Zhang, C.; Gunopulos, D.; and Wu, X., editor(s), ICDMW 2010, The 10th IEEE International Conference on Data Mining Workshops, Sydney, Australia, 13 December 2010, pages 1151–1158, 2010. IEEE Computer Society\n \n\n\n\n
\n\n\n\n \n \n \"ValuePick:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/icdm/AkogluF10,\n  author       = {Leman Akoglu and\n                  Christos Faloutsos},\n  editor       = {Wei Fan and\n                  Wynne Hsu and\n                  Geoffrey I. Webb and\n                  Bing Liu and\n                  Chengqi Zhang and\n                  Dimitrios Gunopulos and\n                  Xindong Wu},\n  title        = {ValuePick: Towards a Value-Oriented Dual-Goal Recommender System},\n  booktitle    = {{ICDMW} 2010, The 10th {IEEE} International Conference on Data Mining\n                  Workshops, Sydney, Australia, 13 December 2010},\n  pages        = {1151--1158},\n  publisher    = {{IEEE} Computer Society},\n  year         = {2010},\n  url          = {https://doi.org/10.1109/ICDMW.2010.68},\n  doi          = {10.1109/ICDMW.2010.68},\n  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/icdm/AkogluF10.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n EigenDiagnostics: Spotting Connection Patterns and Outliers in Large Graphs.\n \n \n \n \n\n\n \n Maruhashi, K.; and Faloutsos, C.\n\n\n \n\n\n\n In Fan, W.; Hsu, W.; Webb, G. I.; Liu, B.; Zhang, C.; Gunopulos, D.; and Wu, X., editor(s), ICDMW 2010, The 10th IEEE International Conference on Data Mining Workshops, Sydney, Australia, 13 December 2010, pages 1328–1337, 2010. IEEE Computer Society\n \n\n\n\n
\n\n\n\n \n \n \"EigenDiagnostics:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/icdm/MaruhashiF10,\n  author       = {Koji Maruhashi and\n                  Christos Faloutsos},\n  editor       = {Wei Fan and\n                  Wynne Hsu and\n                  Geoffrey I. Webb and\n                  Bing Liu and\n                  Chengqi Zhang and\n                  Dimitrios Gunopulos and\n                  Xindong Wu},\n  title        = {EigenDiagnostics: Spotting Connection Patterns and Outliers in Large\n                  Graphs},\n  booktitle    = {{ICDMW} 2010, The 10th {IEEE} International Conference on Data Mining\n                  Workshops, Sydney, Australia, 13 December 2010},\n  pages        = {1328--1337},\n  publisher    = {{IEEE} Computer Society},\n  year         = {2010},\n  url          = {https://doi.org/10.1109/ICDMW.2010.203},\n  doi          = {10.1109/ICDMW.2010.203},\n  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/icdm/MaruhashiF10.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n High-order concept discovery in functional brain imaging.\n \n \n \n \n\n\n \n Barnathan, M.; Megalooikonomou, V.; Faloutsos, C.; Mohamed, F. B.; and Faro, S.\n\n\n \n\n\n\n In Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Rotterdam, The Netherlands, 14-17 April, 2010, pages 664–667, 2010. IEEE\n \n\n\n\n
\n\n\n\n \n \n \"High-orderPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/isbi/BarnathanMFMF10,\n  author       = {Michael Barnathan and\n                  Vasileios Megalooikonomou and\n                  Christos Faloutsos and\n                  Feroze B. Mohamed and\n                  Scott Faro},\n  title        = {High-order concept discovery in functional brain imaging},\n  booktitle    = {Proceedings of the 2010 {IEEE} International Symposium on Biomedical\n                  Imaging: From Nano to Macro, Rotterdam, The Netherlands, 14-17 April,\n                  2010},\n  pages        = {664--667},\n  publisher    = {{IEEE}},\n  year         = {2010},\n  url          = {https://doi.org/10.1109/ISBI.2010.5490087},\n  doi          = {10.1109/ISBI.2010.5490087},\n  timestamp    = {Wed, 04 Oct 2023 17:01:25 +0200},\n  biburl       = {https://dblp.org/rec/conf/isbi/BarnathanMFMF10.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Metric forensics: a multi-level approach for mining volatile graphs.\n \n \n \n \n\n\n \n Henderson, K.; Eliassi-Rad, T.; Faloutsos, C.; Akoglu, L.; Li, L.; Maruhashi, K.; Prakash, B. A.; and Tong, H.\n\n\n \n\n\n\n In Rao, B.; Krishnapuram, B.; Tomkins, A.; and Yang, Q., editor(s), Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, July 25-28, 2010, pages 163–172, 2010. ACM\n \n\n\n\n
\n\n\n\n \n \n \"MetricPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/kdd/HendersonEFALMPT10,\n  author       = {Keith Henderson and\n                  Tina Eliassi{-}Rad and\n                  Christos Faloutsos and\n                  Leman Akoglu and\n                  Lei Li and\n                  Koji Maruhashi and\n                  B. Aditya Prakash and\n                  Hanghang Tong},\n  editor       = {Bharat Rao and\n                  Balaji Krishnapuram and\n                  Andrew Tomkins and\n                  Qiang Yang},\n  title        = {Metric forensics: a multi-level approach for mining volatile graphs},\n  booktitle    = {Proceedings of the 16th {ACM} {SIGKDD} International Conference on\n                  Knowledge Discovery and Data Mining, Washington, DC, USA, July 25-28,\n                  2010},\n  pages        = {163--172},\n  publisher    = {{ACM}},\n  year         = {2010},\n  url          = {https://doi.org/10.1145/1835804.1835828},\n  doi          = {10.1145/1835804.1835828},\n  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/kdd/HendersonEFALMPT10.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n TWave: High-Order Analysis of Spatiotemporal Data.\n \n \n \n \n\n\n \n Barnathan, M.; Megalooikonomou, V.; Faloutsos, C.; Mohamed, F. B.; and Faro, S.\n\n\n \n\n\n\n In Zaki, M. J.; Yu, J. X.; Ravindran, B.; and Pudi, V., editor(s), Advances in Knowledge Discovery and Data Mining, 14th Pacific-Asia Conference, PAKDD 2010, Hyderabad, India, June 21-24, 2010. Proceedings. Part I, volume 6118, of Lecture Notes in Computer Science, pages 246–253, 2010. Springer\n \n\n\n\n
\n\n\n\n \n \n \"TWave:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/pakdd/BarnathanMFMF10,\n  author       = {Michael Barnathan and\n                  Vasileios Megalooikonomou and\n                  Christos Faloutsos and\n                  Feroze B. Mohamed and\n                  Scott Faro},\n  editor       = {Mohammed Javeed Zaki and\n                  Jeffrey Xu Yu and\n                  Balaraman Ravindran and\n                  Vikram Pudi},\n  title        = {TWave: High-Order Analysis of Spatiotemporal Data},\n  booktitle    = {Advances in Knowledge Discovery and Data Mining, 14th Pacific-Asia\n                  Conference, {PAKDD} 2010, Hyderabad, India, June 21-24, 2010. Proceedings.\n                  Part {I}},\n  series       = {Lecture Notes in Computer Science},\n  volume       = {6118},\n  pages        = {246--253},\n  publisher    = {Springer},\n  year         = {2010},\n  url          = {https://doi.org/10.1007/978-3-642-13657-3\\_28},\n  doi          = {10.1007/978-3-642-13657-3\\_28},\n  timestamp    = {Sun, 02 Jun 2019 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/pakdd/BarnathanMFMF10.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n oddball: Spotting Anomalies in Weighted Graphs.\n \n \n \n \n\n\n \n Akoglu, L.; McGlohon, M.; and Faloutsos, C.\n\n\n \n\n\n\n In Zaki, M. J.; Yu, J. X.; Ravindran, B.; and Pudi, V., editor(s), Advances in Knowledge Discovery and Data Mining, 14th Pacific-Asia Conference, PAKDD 2010, Hyderabad, India, June 21-24, 2010. Proceedings. Part II, volume 6119, of Lecture Notes in Computer Science, pages 410–421, 2010. Springer\n \n\n\n\n
\n\n\n\n \n \n \"oddball:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/pakdd/AkogluMF10,\n  author       = {Leman Akoglu and\n                  Mary McGlohon and\n                  Christos Faloutsos},\n  editor       = {Mohammed Javeed Zaki and\n                  Jeffrey Xu Yu and\n                  Balaraman Ravindran and\n                  Vikram Pudi},\n  title        = {oddball: Spotting Anomalies in Weighted Graphs},\n  booktitle    = {Advances in Knowledge Discovery and Data Mining, 14th Pacific-Asia\n                  Conference, {PAKDD} 2010, Hyderabad, India, June 21-24, 2010. Proceedings.\n                  Part {II}},\n  series       = {Lecture Notes in Computer Science},\n  volume       = {6119},\n  pages        = {410--421},\n  publisher    = {Springer},\n  year         = {2010},\n  url          = {https://doi.org/10.1007/978-3-642-13672-6\\_40},\n  doi          = {10.1007/978-3-642-13672-6\\_40},\n  timestamp    = {Sun, 02 Jun 2019 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/pakdd/AkogluMF10.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n EigenSpokes: Surprising Patterns and Scalable Community Chipping in Large Graphs.\n \n \n \n \n\n\n \n Prakash, B. A.; Sridharan, A.; Seshadri, M.; Machiraju, S.; and Faloutsos, C.\n\n\n \n\n\n\n In Zaki, M. J.; Yu, J. X.; Ravindran, B.; and Pudi, V., editor(s), Advances in Knowledge Discovery and Data Mining, 14th Pacific-Asia Conference, PAKDD 2010, Hyderabad, India, June 21-24, 2010. Proceedings. Part II, volume 6119, of Lecture Notes in Computer Science, pages 435–448, 2010. Springer\n \n\n\n\n
\n\n\n\n \n \n \"EigenSpokes:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/pakdd/PrakashSSMF10,\n  author       = {B. Aditya Prakash and\n                  Ashwin Sridharan and\n                  Mukund Seshadri and\n                  Sridhar Machiraju and\n                  Christos Faloutsos},\n  editor       = {Mohammed Javeed Zaki and\n                  Jeffrey Xu Yu and\n                  Balaraman Ravindran and\n                  Vikram Pudi},\n  title        = {EigenSpokes: Surprising Patterns and Scalable Community Chipping in\n                  Large Graphs},\n  booktitle    = {Advances in Knowledge Discovery and Data Mining, 14th Pacific-Asia\n                  Conference, {PAKDD} 2010, Hyderabad, India, June 21-24, 2010. Proceedings.\n                  Part {II}},\n  series       = {Lecture Notes in Computer Science},\n  volume       = {6119},\n  pages        = {435--448},\n  publisher    = {Springer},\n  year         = {2010},\n  url          = {https://doi.org/10.1007/978-3-642-13672-6\\_42},\n  doi          = {10.1007/978-3-642-13672-6\\_42},\n  timestamp    = {Sun, 02 Jun 2019 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/pakdd/PrakashSSMF10.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n BASSET: Scalable Gateway Finder in Large Graphs.\n \n \n \n \n\n\n \n Tong, H.; Papadimitriou, S.; Faloutsos, C.; Yu, P. S.; and Eliassi-Rad, T.\n\n\n \n\n\n\n In Zaki, M. J.; Yu, J. X.; Ravindran, B.; and Pudi, V., editor(s), Advances in Knowledge Discovery and Data Mining, 14th Pacific-Asia Conference, PAKDD 2010, Hyderabad, India, June 21-24, 2010. Proceedings. Part II, volume 6119, of Lecture Notes in Computer Science, pages 449–463, 2010. Springer\n \n\n\n\n
\n\n\n\n \n \n \"BASSET:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/pakdd/TongPFYE10,\n  author       = {Hanghang Tong and\n                  Spiros Papadimitriou and\n                  Christos Faloutsos and\n                  Philip S. Yu and\n                  Tina Eliassi{-}Rad},\n  editor       = {Mohammed Javeed Zaki and\n                  Jeffrey Xu Yu and\n                  Balaraman Ravindran and\n                  Vikram Pudi},\n  title        = {{BASSET:} Scalable Gateway Finder in Large Graphs},\n  booktitle    = {Advances in Knowledge Discovery and Data Mining, 14th Pacific-Asia\n                  Conference, {PAKDD} 2010, Hyderabad, India, June 21-24, 2010. Proceedings.\n                  Part {II}},\n  series       = {Lecture Notes in Computer Science},\n  volume       = {6119},\n  pages        = {449--463},\n  publisher    = {Springer},\n  year         = {2010},\n  url          = {https://doi.org/10.1007/978-3-642-13672-6\\_43},\n  doi          = {10.1007/978-3-642-13672-6\\_43},\n  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/pakdd/TongPFYE10.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Mining Billion-Node Graphs: Patterns, Generators and Tools.\n \n \n \n \n\n\n \n Faloutsos, C.\n\n\n \n\n\n\n In Balcázar, J. L.; Bonchi, F.; Gionis, A.; and Sebag, M., editor(s), Machine Learning and Knowledge Discovery in Databases, European Conference, ECML PKDD 2010, Barcelona, Spain, September 20-24, 2010, Proceedings, Part I, volume 6321, of Lecture Notes in Computer Science, pages 1, 2010. Springer\n \n\n\n\n
\n\n\n\n \n \n \"MiningPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/pkdd/Faloutsos10,\n  author       = {Christos Faloutsos},\n  editor       = {Jos{\\'{e}} L. Balc{\\'{a}}zar and\n                  Francesco Bonchi and\n                  Aristides Gionis and\n                  Mich{\\`{e}}le Sebag},\n  title        = {Mining Billion-Node Graphs: Patterns, Generators and Tools},\n  booktitle    = {Machine Learning and Knowledge Discovery in Databases, European Conference,\n                  {ECML} {PKDD} 2010, Barcelona, Spain, September 20-24, 2010, Proceedings,\n                  Part {I}},\n  series       = {Lecture Notes in Computer Science},\n  volume       = {6321},\n  pages        = {1},\n  publisher    = {Springer},\n  year         = {2010},\n  url          = {https://doi.org/10.1007/978-3-642-15880-3\\_1},\n  doi          = {10.1007/978-3-642-15880-3\\_1},\n  timestamp    = {Sun, 02 Jun 2019 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/pkdd/Faloutsos10.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n SBAD: Sequence Based Attack Detection via Sequence Comparison.\n \n \n \n \n\n\n \n Mao, C.; Pao, H.; Faloutsos, C.; and Lee, H.\n\n\n \n\n\n\n In Dimitrakakis, C.; Gkoulalas-Divanis, A.; Mitrokotsa, A.; Verykios, V. S.; and Saygin, Y., editor(s), Privacy and Security Issues in Data Mining and Machine Learning - International ECML/PKDD Workshop, PSDML 2010, Barcelona, Spain, September 24, 2010. Revised Selected Papers, volume 6549, of Lecture Notes in Computer Science, pages 78–91, 2010. Springer\n \n\n\n\n
\n\n\n\n \n \n \"SBAD:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/pkdd/MaoPFL10,\n  author       = {Ching{-}Hao Mao and\n                  Hsing{-}Kuo Pao and\n                  Christos Faloutsos and\n                  Hahn{-}Ming Lee},\n  editor       = {Christos Dimitrakakis and\n                  Aris Gkoulalas{-}Divanis and\n                  Aikaterini Mitrokotsa and\n                  Vassilios S. Verykios and\n                  Y{\\"{u}}cel Saygin},\n  title        = {{SBAD:} Sequence Based Attack Detection via Sequence Comparison},\n  booktitle    = {Privacy and Security Issues in Data Mining and Machine Learning -\n                  International {ECML/PKDD} Workshop, {PSDML} 2010, Barcelona, Spain,\n                  September 24, 2010. Revised Selected Papers},\n  series       = {Lecture Notes in Computer Science},\n  volume       = {6549},\n  pages        = {78--91},\n  publisher    = {Springer},\n  year         = {2010},\n  url          = {https://doi.org/10.1007/978-3-642-19896-0\\_7},\n  doi          = {10.1007/978-3-642-19896-0\\_7},\n  timestamp    = {Sun, 02 Jun 2019 21:18:15 +0200},\n  biburl       = {https://dblp.org/rec/conf/pkdd/MaoPFL10.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Virus Propagation on Time-Varying Networks: Theory and Immunization Algorithms.\n \n \n \n \n\n\n \n Prakash, B. A.; Tong, H.; Valler, N.; Faloutsos, M.; and Faloutsos, C.\n\n\n \n\n\n\n In Balcázar, J. L.; Bonchi, F.; Gionis, A.; and Sebag, M., editor(s), Machine Learning and Knowledge Discovery in Databases, European Conference, ECML PKDD 2010, Barcelona, Spain, September 20-24, 2010, Proceedings, Part III, volume 6323, of Lecture Notes in Computer Science, pages 99–114, 2010. Springer\n \n\n\n\n
\n\n\n\n \n \n \"VirusPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/pkdd/PrakashTVFF10,\n  author       = {B. Aditya Prakash and\n                  Hanghang Tong and\n                  Nicholas Valler and\n                  Michalis Faloutsos and\n                  Christos Faloutsos},\n  editor       = {Jos{\\'{e}} L. Balc{\\'{a}}zar and\n                  Francesco Bonchi and\n                  Aristides Gionis and\n                  Mich{\\`{e}}le Sebag},\n  title        = {Virus Propagation on Time-Varying Networks: Theory and Immunization\n                  Algorithms},\n  booktitle    = {Machine Learning and Knowledge Discovery in Databases, European Conference,\n                  {ECML} {PKDD} 2010, Barcelona, Spain, September 20-24, 2010, Proceedings,\n                  Part {III}},\n  series       = {Lecture Notes in Computer Science},\n  volume       = {6323},\n  pages        = {99--114},\n  publisher    = {Springer},\n  year         = {2010},\n  url          = {https://doi.org/10.1007/978-3-642-15939-8\\_7},\n  doi          = {10.1007/978-3-642-15939-8\\_7},\n  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/pkdd/PrakashTVFF10.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Surprising Patterns for the Call Duration Distribution of Mobile Phone Users.\n \n \n \n \n\n\n \n de Melo, P. O. S. V.; Akoglu, L.; Faloutsos, C.; and Loureiro, A. A. F.\n\n\n \n\n\n\n In Balcázar, J. L.; Bonchi, F.; Gionis, A.; and Sebag, M., editor(s), Machine Learning and Knowledge Discovery in Databases, European Conference, ECML PKDD 2010, Barcelona, Spain, September 20-24, 2010, Proceedings, Part III, volume 6323, of Lecture Notes in Computer Science, pages 354–369, 2010. Springer\n \n\n\n\n
\n\n\n\n \n \n \"SurprisingPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/pkdd/MeloAFL10,\n  author       = {Pedro O. S. Vaz de Melo and\n                  Leman Akoglu and\n                  Christos Faloutsos and\n                  Antonio Alfredo Ferreira Loureiro},\n  editor       = {Jos{\\'{e}} L. Balc{\\'{a}}zar and\n                  Francesco Bonchi and\n                  Aristides Gionis and\n                  Mich{\\`{e}}le Sebag},\n  title        = {Surprising Patterns for the Call Duration Distribution of Mobile Phone\n                  Users},\n  booktitle    = {Machine Learning and Knowledge Discovery in Databases, European Conference,\n                  {ECML} {PKDD} 2010, Barcelona, Spain, September 20-24, 2010, Proceedings,\n                  Part {III}},\n  series       = {Lecture Notes in Computer Science},\n  volume       = {6323},\n  pages        = {354--369},\n  publisher    = {Springer},\n  year         = {2010},\n  url          = {https://doi.org/10.1007/978-3-642-15939-8\\_23},\n  doi          = {10.1007/978-3-642-15939-8\\_23},\n  timestamp    = {Sun, 02 Jun 2019 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/pkdd/MeloAFL10.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Analysis of Large Multi-modal Social Networks: Patterns and a Generator.\n \n \n \n \n\n\n \n Du, N.; Wang, H.; and Faloutsos, C.\n\n\n \n\n\n\n In Balcázar, J. L.; Bonchi, F.; Gionis, A.; and Sebag, M., editor(s), Machine Learning and Knowledge Discovery in Databases, European Conference, ECML PKDD 2010, Barcelona, Spain, September 20-24, 2010, Proceedings, Part I, volume 6321, of Lecture Notes in Computer Science, pages 393–408, 2010. Springer\n \n\n\n\n
\n\n\n\n \n \n \"AnalysisPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/pkdd/DuWF10,\n  author       = {Nan Du and\n                  Hao Wang and\n                  Christos Faloutsos},\n  editor       = {Jos{\\'{e}} L. Balc{\\'{a}}zar and\n                  Francesco Bonchi and\n                  Aristides Gionis and\n                  Mich{\\`{e}}le Sebag},\n  title        = {Analysis of Large Multi-modal Social Networks: Patterns and a Generator},\n  booktitle    = {Machine Learning and Knowledge Discovery in Databases, European Conference,\n                  {ECML} {PKDD} 2010, Barcelona, Spain, September 20-24, 2010, Proceedings,\n                  Part {I}},\n  series       = {Lecture Notes in Computer Science},\n  volume       = {6321},\n  pages        = {393--408},\n  publisher    = {Springer},\n  year         = {2010},\n  url          = {https://doi.org/10.1007/978-3-642-15880-3\\_31},\n  doi          = {10.1007/978-3-642-15880-3\\_31},\n  timestamp    = {Sun, 02 Jun 2019 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/pkdd/DuWF10.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n BoLeRO: A Principled Technique for Including Bone Length Constraints in Motion Capture Occlusion Filling.\n \n \n \n \n\n\n \n Li, L.; McCann, J.; Pollard, N. S.; and Faloutsos, C.\n\n\n \n\n\n\n In Popovic, Z.; and Otaduy, M. A., editor(s), Proceedings of the 2010 Eurographics/ACM SIGGRAPH Symposium on Computer Animation, SCA 2010, Madrid, Spain, 2010, pages 179–188, 2010. Eurographics Association\n \n\n\n\n
\n\n\n\n \n \n \"BoLeRO:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/sca/LiMPF10,\n  author       = {Lei Li and\n                  James McCann and\n                  Nancy S. Pollard and\n                  Christos Faloutsos},\n  editor       = {Zoran Popovic and\n                  Miguel A. Otaduy},\n  title        = {BoLeRO: {A} Principled Technique for Including Bone Length Constraints\n                  in Motion Capture Occlusion Filling},\n  booktitle    = {Proceedings of the 2010 Eurographics/ACM {SIGGRAPH} Symposium on Computer\n                  Animation, {SCA} 2010, Madrid, Spain, 2010},\n  pages        = {179--188},\n  publisher    = {Eurographics Association},\n  year         = {2010},\n  url          = {https://doi.org/10.2312/SCA/SCA10/179-188},\n  doi          = {10.2312/SCA/SCA10/179-188},\n  timestamp    = {Wed, 06 Jun 2018 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/sca/LiMPF10.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Radius Plots for Mining Tera-byte Scale Graphs: Algorithms, Patterns, and Observations.\n \n \n \n \n\n\n \n Kang, U; Tsourakakis, C. E.; Appel, A. P.; Faloutsos, C.; and Leskovec, J.\n\n\n \n\n\n\n In Proceedings of the SIAM International Conference on Data Mining, SDM 2010, April 29 - May 1, 2010, Columbus, Ohio, USA, pages 548–558, 2010. SIAM\n \n\n\n\n
\n\n\n\n \n \n \"RadiusPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/sdm/KangTAFL10,\n  author       = {U Kang and\n                  Charalampos E. Tsourakakis and\n                  Ana Paula Appel and\n                  Christos Faloutsos and\n                  Jure Leskovec},\n  title        = {Radius Plots for Mining Tera-byte Scale Graphs: Algorithms, Patterns,\n                  and Observations},\n  booktitle    = {Proceedings of the {SIAM} International Conference on Data Mining,\n                  {SDM} 2010, April 29 - May 1, 2010, Columbus, Ohio, {USA}},\n  pages        = {548--558},\n  publisher    = {{SIAM}},\n  year         = {2010},\n  url          = {https://doi.org/10.1137/1.9781611972801.48},\n  doi          = {10.1137/1.9781611972801.48},\n  timestamp    = {Mon, 01 May 2023 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/sdm/KangTAFL10.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n HCDF: A Hybrid Community Discovery Framework.\n \n \n \n \n\n\n \n Henderson, K.; Eliassi-Rad, T.; Papadimitriou, S.; and Faloutsos, C.\n\n\n \n\n\n\n In Proceedings of the SIAM International Conference on Data Mining, SDM 2010, April 29 - May 1, 2010, Columbus, Ohio, USA, pages 754–765, 2010. SIAM\n \n\n\n\n
\n\n\n\n \n \n \"HCDF:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/sdm/HendersonEPF10,\n  author       = {Keith Henderson and\n                  Tina Eliassi{-}Rad and\n                  Spiros Papadimitriou and\n                  Christos Faloutsos},\n  title        = {{HCDF:} {A} Hybrid Community Discovery Framework},\n  booktitle    = {Proceedings of the {SIAM} International Conference on Data Mining,\n                  {SDM} 2010, April 29 - May 1, 2010, Columbus, Ohio, {USA}},\n  pages        = {754--765},\n  publisher    = {{SIAM}},\n  year         = {2010},\n  url          = {https://doi.org/10.1137/1.9781611972801.66},\n  doi          = {10.1137/1.9781611972801.66},\n  timestamp    = {Sun, 02 Jun 2019 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/sdm/HendersonEPF10.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Community Evolution and Change Point Detection in Time-Evolving Graphs.\n \n \n \n \n\n\n \n Sun, J.; Papadimitriou, S.; Yu, P. S.; and Faloutsos, C.\n\n\n \n\n\n\n In Yu, P. S.; Han, J.; and Faloutsos, C., editor(s), Link Mining: Models, Algorithms, and Applications, pages 73–104. Springer, 2010.\n \n\n\n\n
\n\n\n\n \n \n \"CommunityPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@incollection{DBLP:books/sp/10/SunPYF10,\n  author       = {Jimeng Sun and\n                  Spiros Papadimitriou and\n                  Philip S. Yu and\n                  Christos Faloutsos},\n  editor       = {Philip S. Yu and\n                  Jiawei Han and\n                  Christos Faloutsos},\n  title        = {Community Evolution and Change Point Detection in Time-Evolving Graphs},\n  booktitle    = {Link Mining: Models, Algorithms, and Applications},\n  pages        = {73--104},\n  publisher    = {Springer},\n  year         = {2010},\n  url          = {https://doi.org/10.1007/978-1-4419-6515-8\\_3},\n  doi          = {10.1007/978-1-4419-6515-8\\_3},\n  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/books/sp/10/SunPYF10.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Proximity Tracking on Dynamic Bipartite Graphs: Problem Definitions and Fast Solutions.\n \n \n \n \n\n\n \n Tong, H.; Papadimitriou, S.; Yu, P. S.; and Faloutsos, C.\n\n\n \n\n\n\n In Yu, P. S.; Han, J.; and Faloutsos, C., editor(s), Link Mining: Models, Algorithms, and Applications, pages 211–236. Springer, 2010.\n \n\n\n\n
\n\n\n\n \n \n \"ProximityPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@incollection{DBLP:books/sp/10/TongPYF10,\n  author       = {Hanghang Tong and\n                  Spiros Papadimitriou and\n                  Philip S. Yu and\n                  Christos Faloutsos},\n  editor       = {Philip S. Yu and\n                  Jiawei Han and\n                  Christos Faloutsos},\n  title        = {Proximity Tracking on Dynamic Bipartite Graphs: Problem Definitions\n                  and Fast Solutions},\n  booktitle    = {Link Mining: Models, Algorithms, and Applications},\n  pages        = {211--236},\n  publisher    = {Springer},\n  year         = {2010},\n  url          = {https://doi.org/10.1007/978-1-4419-6515-8\\_8},\n  doi          = {10.1007/978-1-4419-6515-8\\_8},\n  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/books/sp/10/TongPYF10.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Graph Mining: Laws and Generators.\n \n \n \n \n\n\n \n Chakrabarti, D.; Faloutsos, C.; and McGlohon, M.\n\n\n \n\n\n\n In Aggarwal, C. C.; and Wang, H., editor(s), Managing and Mining Graph Data, volume 40, of Advances in Database Systems, pages 69–123. Springer, 2010.\n \n\n\n\n
\n\n\n\n \n \n \"GraphPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@incollection{DBLP:series/ads/ChakrabartiFM10,\n  author       = {Deepayan Chakrabarti and\n                  Christos Faloutsos and\n                  Mary McGlohon},\n  editor       = {Charu C. Aggarwal and\n                  Haixun Wang},\n  title        = {Graph Mining: Laws and Generators},\n  booktitle    = {Managing and Mining Graph Data},\n  series       = {Advances in Database Systems},\n  volume       = {40},\n  pages        = {69--123},\n  publisher    = {Springer},\n  year         = {2010},\n  url          = {https://doi.org/10.1007/978-1-4419-6045-0\\_3},\n  doi          = {10.1007/978-1-4419-6045-0\\_3},\n  timestamp    = {Sun, 02 Jun 2019 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/series/ads/ChakrabartiFM10.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Link Mining: Models, Algorithms, and Applications.\n \n \n \n \n\n\n \n Yu, P. S.; Han, J.; and Faloutsos, C.,\n editors.\n \n\n\n \n\n\n\n Springer, 2010.\n \n\n\n\n
\n\n\n\n \n \n \"LinkPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@book{DBLP:books/sp/10/YHF2010,\n  editor       = {Philip S. Yu and\n                  Jiawei Han and\n                  Christos Faloutsos},\n  title        = {Link Mining: Models, Algorithms, and Applications},\n  publisher    = {Springer},\n  year         = {2010},\n  url          = {https://doi.org/10.1007/978-1-4419-6515-8},\n  doi          = {10.1007/978-1-4419-6515-8},\n  isbn         = {978-1-4419-6514-1},\n  timestamp    = {Wed, 10 Jul 2019 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/books/sp/10/YHF2010.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n  \n 2009\n \n \n (22)\n \n \n
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\n \n\n \n \n \n \n \n \n RTG: a recursive realistic graph generator using random typing.\n \n \n \n \n\n\n \n Akoglu, L.; and Faloutsos, C.\n\n\n \n\n\n\n Data Min. Knowl. Discov., 19(2): 194–209. 2009.\n \n\n\n\n
\n\n\n\n \n \n \"RTG:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/datamine/AkogluF09,\n  author       = {Leman Akoglu and\n                  Christos Faloutsos},\n  title        = {{RTG:} a recursive realistic graph generator using random typing},\n  journal      = {Data Min. Knowl. Discov.},\n  volume       = {19},\n  number       = {2},\n  pages        = {194--209},\n  year         = {2009},\n  url          = {https://doi.org/10.1007/s10618-009-0140-7},\n  doi          = {10.1007/S10618-009-0140-7},\n  timestamp    = {Sun, 02 Jun 2019 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/datamine/AkogluF09.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Spectral Counting of Triangles in Power-Law Networks via Element-Wise Sparsification.\n \n \n \n \n\n\n \n Tsourakakis, C. E.; Drineas, P.; Michelakis, E.; Koutis, I.; and Faloutsos, C.\n\n\n \n\n\n\n In Memon, N.; and Alhajj, R., editor(s), 2009 International Conference on Advances in Social Network Analysis and Mining, ASONAM 2009, 20-22 July 2009, Athens, Greece, pages 66–71, 2009. IEEE Computer Society\n \n\n\n\n
\n\n\n\n \n \n \"SpectralPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/asunam/TsourakakisDMKF09,\n  author       = {Charalampos E. Tsourakakis and\n                  Petros Drineas and\n                  Eirinaios Michelakis and\n                  Ioannis Koutis and\n                  Christos Faloutsos},\n  editor       = {Nasrullah Memon and\n                  Reda Alhajj},\n  title        = {Spectral Counting of Triangles in Power-Law Networks via Element-Wise\n                  Sparsification},\n  booktitle    = {2009 International Conference on Advances in Social Network Analysis\n                  and Mining, {ASONAM} 2009, 20-22 July 2009, Athens, Greece},\n  pages        = {66--71},\n  publisher    = {{IEEE} Computer Society},\n  year         = {2009},\n  url          = {https://doi.org/10.1109/ASONAM.2009.32},\n  doi          = {10.1109/ASONAM.2009.32},\n  timestamp    = {Mon, 01 May 2023 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/asunam/TsourakakisDMKF09.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n SHIFTR: a user-directed, link-based system for ad hoc sensemaking of large heterogeneous data collections.\n \n \n \n \n\n\n \n Chau, D. H.; Kittur, A.; Faloutsos, C.; and Hong, J. I.\n\n\n \n\n\n\n In Jr., D. R. O.; Arthur, R. B.; Hinckley, K.; Morris, M. R.; Hudson, S. E.; and Greenberg, S., editor(s), Proceedings of the 27th International Conference on Human Factors in Computing Systems, CHI 2009, Extended Abstracts Volume, Boston, MA, USA, April 4-9, 2009, pages 3535–3536, 2009. ACM\n \n\n\n\n
\n\n\n\n \n \n \"SHIFTR:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/chi/ChauKFH09,\n  author       = {Duen Horng Chau and\n                  Aniket Kittur and\n                  Christos Faloutsos and\n                  Jason I. Hong},\n  editor       = {Dan R. Olsen Jr. and\n                  Richard B. Arthur and\n                  Ken Hinckley and\n                  Meredith Ringel Morris and\n                  Scott E. Hudson and\n                  Saul Greenberg},\n  title        = {{SHIFTR:} a user-directed, link-based system for ad hoc sensemaking\n                  of large heterogeneous data collections},\n  booktitle    = {Proceedings of the 27th International Conference on Human Factors\n                  in Computing Systems, {CHI} 2009, Extended Abstracts Volume, Boston,\n                  MA, USA, April 4-9, 2009},\n  pages        = {3535--3536},\n  publisher    = {{ACM}},\n  year         = {2009},\n  url          = {https://doi.org/10.1145/1520340.1520529},\n  doi          = {10.1145/1520340.1520529},\n  timestamp    = {Sun, 06 Oct 2024 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/chi/ChauKFH09.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n iPoG: fast interactive proximity querying on graphs.\n \n \n \n \n\n\n \n Tong, H.; Qu, H.; Jamjoom, H.; and Faloutsos, C.\n\n\n \n\n\n\n In Cheung, D. W.; Song, I.; Chu, W. W.; Hu, X.; and Lin, J., editor(s), Proceedings of the 18th ACM Conference on Information and Knowledge Management, CIKM 2009, Hong Kong, China, November 2-6, 2009, pages 1673–1676, 2009. ACM\n \n\n\n\n
\n\n\n\n \n \n \"iPoG:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/cikm/TongQJF09,\n  author       = {Hanghang Tong and\n                  Huiming Qu and\n                  Hani Jamjoom and\n                  Christos Faloutsos},\n  editor       = {David Wai{-}Lok Cheung and\n                  Il{-}Yeol Song and\n                  Wesley W. Chu and\n                  Xiaohua Hu and\n                  Jimmy Lin},\n  title        = {iPoG: fast interactive proximity querying on graphs},\n  booktitle    = {Proceedings of the 18th {ACM} Conference on Information and Knowledge\n                  Management, {CIKM} 2009, Hong Kong, China, November 2-6, 2009},\n  pages        = {1673--1676},\n  publisher    = {{ACM}},\n  year         = {2009},\n  url          = {https://doi.org/10.1145/1645953.1646201},\n  doi          = {10.1145/1645953.1646201},\n  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/cikm/TongQJF09.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Graph Mining: Patterns, Generators and Tools.\n \n \n \n \n\n\n \n Faloutsos, C.\n\n\n \n\n\n\n In Kucherov, G.; and Ukkonen, E., editor(s), Combinatorial Pattern Matching, 20th Annual Symposium, CPM 2009, Lille, France, June 22-24, 2009, Proceedings, volume 5577, of Lecture Notes in Computer Science, pages 274, 2009. Springer\n \n\n\n\n
\n\n\n\n \n \n \"GraphPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/cpm/Faloutsos09,\n  author       = {Christos Faloutsos},\n  editor       = {Gregory Kucherov and\n                  Esko Ukkonen},\n  title        = {Graph Mining: Patterns, Generators and Tools},\n  booktitle    = {Combinatorial Pattern Matching, 20th Annual Symposium, {CPM} 2009,\n                  Lille, France, June 22-24, 2009, Proceedings},\n  series       = {Lecture Notes in Computer Science},\n  volume       = {5577},\n  pages        = {274},\n  publisher    = {Springer},\n  year         = {2009},\n  url          = {https://doi.org/10.1007/978-3-642-02441-2\\_24},\n  doi          = {10.1007/978-3-642-02441-2\\_24},\n  timestamp    = {Sun, 02 Jun 2019 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/cpm/Faloutsos09.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n PEGASUS: A Peta-Scale Graph Mining System.\n \n \n \n \n\n\n \n Kang, U; Tsourakakis, C. E.; and Faloutsos, C.\n\n\n \n\n\n\n In Wang, W.; Kargupta, H.; Ranka, S.; Yu, P. S.; and Wu, X., editor(s), ICDM 2009, The Ninth IEEE International Conference on Data Mining, Miami, Florida, USA, 6-9 December 2009, pages 229–238, 2009. IEEE Computer Society\n \n\n\n\n
\n\n\n\n \n \n \"PEGASUS:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/icdm/KangTF09,\n  author       = {U Kang and\n                  Charalampos E. Tsourakakis and\n                  Christos Faloutsos},\n  editor       = {Wei Wang and\n                  Hillol Kargupta and\n                  Sanjay Ranka and\n                  Philip S. Yu and\n                  Xindong Wu},\n  title        = {{PEGASUS:} {A} Peta-Scale Graph Mining System},\n  booktitle    = {{ICDM} 2009, The Ninth {IEEE} International Conference on Data Mining,\n                  Miami, Florida, USA, 6-9 December 2009},\n  pages        = {229--238},\n  publisher    = {{IEEE} Computer Society},\n  year         = {2009},\n  url          = {https://doi.org/10.1109/ICDM.2009.14},\n  doi          = {10.1109/ICDM.2009.14},\n  timestamp    = {Mon, 01 May 2023 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/icdm/KangTF09.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n EigenSpokes: Surprising Patterns and Scalable Community Chipping in Large Graphs.\n \n \n \n \n\n\n \n Prakash, B. A.; Seshadri, M.; Sridharan, A.; Machiraju, S.; and Faloutsos, C.\n\n\n \n\n\n\n In Saygin, Y.; Yu, J. X.; Kargupta, H.; Wang, W.; Ranka, S.; Yu, P. S.; and Wu, X., editor(s), ICDM Workshops 2009, IEEE International Conference on Data Mining Workshops, Miami, Florida, USA, 6 December 2009, pages 290–295, 2009. IEEE Computer Society\n \n\n\n\n
\n\n\n\n \n \n \"EigenSpokes:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/icdm/PrakashSSMF09,\n  author       = {B. Aditya Prakash and\n                  Mukund Seshadri and\n                  Ashwin Sridharan and\n                  Sridhar Machiraju and\n                  Christos Faloutsos},\n  editor       = {Y{\\"{u}}cel Saygin and\n                  Jeffrey Xu Yu and\n                  Hillol Kargupta and\n                  Wei Wang and\n                  Sanjay Ranka and\n                  Philip S. Yu and\n                  Xindong Wu},\n  title        = {EigenSpokes: Surprising Patterns and Scalable Community Chipping in\n                  Large Graphs},\n  booktitle    = {{ICDM} Workshops 2009, {IEEE} International Conference on Data Mining\n                  Workshops, Miami, Florida, USA, 6 December 2009},\n  pages        = {290--295},\n  publisher    = {{IEEE} Computer Society},\n  year         = {2009},\n  url          = {https://doi.org/10.1109/ICDMW.2009.103},\n  doi          = {10.1109/ICDMW.2009.103},\n  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/icdm/PrakashSSMF09.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Modeling Blog Dynamics.\n \n \n \n \n\n\n \n Goetz, M.; Leskovec, J.; McGlohon, M.; and Faloutsos, C.\n\n\n \n\n\n\n In Adar, E.; Hurst, M.; Finin, T.; Glance, N. S.; Nicolov, N.; and Tseng, B. L., editor(s), Proceedings of the Third International Conference on Weblogs and Social Media, ICWSM 2009, San Jose, California, USA, May 17-20, 2009, 2009. The AAAI Press\n \n\n\n\n
\n\n\n\n \n \n \"ModelingPaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/icwsm/GoetzLMF09,\n  author       = {Michaela Goetz and\n                  Jure Leskovec and\n                  Mary McGlohon and\n                  Christos Faloutsos},\n  editor       = {Eytan Adar and\n                  Matthew Hurst and\n                  Tim Finin and\n                  Natalie S. Glance and\n                  Nicolas Nicolov and\n                  Belle L. Tseng},\n  title        = {Modeling Blog Dynamics},\n  booktitle    = {Proceedings of the Third International Conference on Weblogs and Social\n                  Media, {ICWSM} 2009, San Jose, California, USA, May 17-20, 2009},\n  publisher    = {The {AAAI} Press},\n  year         = {2009},\n  url          = {http://aaai.org/ocs/index.php/ICWSM/09/paper/view/152},\n  timestamp    = {Fri, 05 Feb 2021 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/icwsm/GoetzLMF09.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Large human communication networks: patterns and a utility-driven generator.\n \n \n \n \n\n\n \n Du, N.; Faloutsos, C.; Wang, B.; and Akoglu, L.\n\n\n \n\n\n\n In IV, J. F. E.; Fogelman-Soulié, F.; Flach, P. A.; and Zaki, M. J., editor(s), Proceedings of the 15th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Paris, France, June 28 - July 1, 2009, pages 269–278, 2009. ACM\n \n\n\n\n
\n\n\n\n \n \n \"LargePaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/kdd/DuFWA09,\n  author       = {Nan Du and\n                  Christos Faloutsos and\n                  Bai Wang and\n                  Leman Akoglu},\n  editor       = {John F. Elder IV and\n                  Fran{\\c{c}}oise Fogelman{-}Souli{\\'{e}} and\n                  Peter A. Flach and\n                  Mohammed Javeed Zaki},\n  title        = {Large human communication networks: patterns and a utility-driven\n                  generator},\n  booktitle    = {Proceedings of the 15th {ACM} {SIGKDD} International Conference on\n                  Knowledge Discovery and Data Mining, Paris, France, June 28 - July\n                  1, 2009},\n  pages        = {269--278},\n  publisher    = {{ACM}},\n  year         = {2009},\n  url          = {https://doi.org/10.1145/1557019.1557054},\n  doi          = {10.1145/1557019.1557054},\n  timestamp    = {Sun, 02 Jun 2019 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/kdd/DuFWA09.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n DynaMMo: mining and summarization of coevolving sequences with missing values.\n \n \n \n \n\n\n \n Li, L.; McCann, J.; Pollard, N. S.; and Faloutsos, C.\n\n\n \n\n\n\n In IV, J. F. E.; Fogelman-Soulié, F.; Flach, P. A.; and Zaki, M. J., editor(s), Proceedings of the 15th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Paris, France, June 28 - July 1, 2009, pages 507–516, 2009. ACM\n \n\n\n\n
\n\n\n\n \n \n \"DynaMMo:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/kdd/LiMPF09,\n  author       = {Lei Li and\n                  James McCann and\n                  Nancy S. Pollard and\n                  Christos Faloutsos},\n  editor       = {John F. Elder IV and\n                  Fran{\\c{c}}oise Fogelman{-}Souli{\\'{e}} and\n                  Peter A. Flach and\n                  Mohammed Javeed Zaki},\n  title        = {DynaMMo: mining and summarization of coevolving sequences with missing\n                  values},\n  booktitle    = {Proceedings of the 15th {ACM} {SIGKDD} International Conference on\n                  Knowledge Discovery and Data Mining, Paris, France, June 28 - July\n                  1, 2009},\n  pages        = {507--516},\n  publisher    = {{ACM}},\n  year         = {2009},\n  url          = {https://doi.org/10.1145/1557019.1557078},\n  doi          = {10.1145/1557019.1557078},\n  timestamp    = {Sun, 02 Jun 2019 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/kdd/LiMPF09.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n BBM: bayesian browsing model from petabyte-scale data.\n \n \n \n \n\n\n \n Liu, C.; Guo, F.; and Faloutsos, C.\n\n\n \n\n\n\n In IV, J. F. E.; Fogelman-Soulié, F.; Flach, P. A.; and Zaki, M. J., editor(s), Proceedings of the 15th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Paris, France, June 28 - July 1, 2009, pages 537–546, 2009. ACM\n \n\n\n\n
\n\n\n\n \n \n \"BBM:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/kdd/LiuGF09,\n  author       = {Chao Liu and\n                  Fan Guo and\n                  Christos Faloutsos},\n  editor       = {John F. Elder IV and\n                  Fran{\\c{c}}oise Fogelman{-}Souli{\\'{e}} and\n                  Peter A. Flach and\n                  Mohammed Javeed Zaki},\n  title        = {{BBM:} bayesian browsing model from petabyte-scale data},\n  booktitle    = {Proceedings of the 15th {ACM} {SIGKDD} International Conference on\n                  Knowledge Discovery and Data Mining, Paris, France, June 28 - July\n                  1, 2009},\n  pages        = {537--546},\n  publisher    = {{ACM}},\n  year         = {2009},\n  url          = {https://doi.org/10.1145/1557019.1557081},\n  doi          = {10.1145/1557019.1557081},\n  timestamp    = {Mon, 25 Sep 2023 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/kdd/LiuGF09.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n TANGENT: a novel, 'Surprise me', recommendation algorithm.\n \n \n \n \n\n\n \n Onuma, K.; Tong, H.; and Faloutsos, C.\n\n\n \n\n\n\n In IV, J. F. E.; Fogelman-Soulié, F.; Flach, P. A.; and Zaki, M. J., editor(s), Proceedings of the 15th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Paris, France, June 28 - July 1, 2009, pages 657–666, 2009. ACM\n \n\n\n\n
\n\n\n\n \n \n \"TANGENT:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/kdd/OnumaTF09,\n  author       = {Kensuke Onuma and\n                  Hanghang Tong and\n                  Christos Faloutsos},\n  editor       = {John F. Elder IV and\n                  Fran{\\c{c}}oise Fogelman{-}Souli{\\'{e}} and\n                  Peter A. Flach and\n                  Mohammed Javeed Zaki},\n  title        = {{TANGENT:} a novel, 'Surprise me', recommendation algorithm},\n  booktitle    = {Proceedings of the 15th {ACM} {SIGKDD} International Conference on\n                  Knowledge Discovery and Data Mining, Paris, France, June 28 - July\n                  1, 2009},\n  pages        = {657--666},\n  publisher    = {{ACM}},\n  year         = {2009},\n  url          = {https://doi.org/10.1145/1557019.1557093},\n  doi          = {10.1145/1557019.1557093},\n  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/kdd/OnumaTF09.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n DOULION: counting triangles in massive graphs with a coin.\n \n \n \n \n\n\n \n Tsourakakis, C. E.; Kang, U; Miller, G. L.; and Faloutsos, C.\n\n\n \n\n\n\n In IV, J. F. E.; Fogelman-Soulié, F.; Flach, P. A.; and Zaki, M. J., editor(s), Proceedings of the 15th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Paris, France, June 28 - July 1, 2009, pages 837–846, 2009. ACM\n \n\n\n\n
\n\n\n\n \n \n \"DOULION:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/kdd/TsourakakisKMF09,\n  author       = {Charalampos E. Tsourakakis and\n                  U Kang and\n                  Gary L. Miller and\n                  Christos Faloutsos},\n  editor       = {John F. Elder IV and\n                  Fran{\\c{c}}oise Fogelman{-}Souli{\\'{e}} and\n                  Peter A. Flach and\n                  Mohammed Javeed Zaki},\n  title        = {{DOULION:} counting triangles in massive graphs with a coin},\n  booktitle    = {Proceedings of the 15th {ACM} {SIGKDD} International Conference on\n                  Knowledge Discovery and Data Mining, Paris, France, June 28 - July\n                  1, 2009},\n  pages        = {837--846},\n  publisher    = {{ACM}},\n  year         = {2009},\n  url          = {https://doi.org/10.1145/1557019.1557111},\n  doi          = {10.1145/1557019.1557111},\n  timestamp    = {Mon, 01 May 2023 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/kdd/TsourakakisKMF09.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n SNARE: a link analytic system for graph labeling and risk detection.\n \n \n \n \n\n\n \n McGlohon, M.; Bay, S.; Anderle, M. G.; Steier, D. M.; and Faloutsos, C.\n\n\n \n\n\n\n In IV, J. F. E.; Fogelman-Soulié, F.; Flach, P. A.; and Zaki, M. J., editor(s), Proceedings of the 15th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Paris, France, June 28 - July 1, 2009, pages 1265–1274, 2009. ACM\n \n\n\n\n
\n\n\n\n \n \n \"SNARE:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/kdd/McGlohonBASF09,\n  author       = {Mary McGlohon and\n                  Stephen Bay and\n                  Markus G. Anderle and\n                  David M. Steier and\n                  Christos Faloutsos},\n  editor       = {John F. Elder IV and\n                  Fran{\\c{c}}oise Fogelman{-}Souli{\\'{e}} and\n                  Peter A. Flach and\n                  Mohammed Javeed Zaki},\n  title        = {{SNARE:} a link analytic system for graph labeling and risk detection},\n  booktitle    = {Proceedings of the 15th {ACM} {SIGKDD} International Conference on\n                  Knowledge Discovery and Data Mining, Paris, France, June 28 - July\n                  1, 2009},\n  pages        = {1265--1274},\n  publisher    = {{ACM}},\n  year         = {2009},\n  url          = {https://doi.org/10.1145/1557019.1557155},\n  doi          = {10.1145/1557019.1557155},\n  timestamp    = {Sun, 02 Jun 2019 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/kdd/McGlohonBASF09.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n BGP-lens: patterns and anomalies in internet routing updates.\n \n \n \n \n\n\n \n Prakash, B. A.; Valler, N.; Andersen, D. G.; Faloutsos, M.; and Faloutsos, C.\n\n\n \n\n\n\n In IV, J. F. E.; Fogelman-Soulié, F.; Flach, P. A.; and Zaki, M. J., editor(s), Proceedings of the 15th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Paris, France, June 28 - July 1, 2009, pages 1315–1324, 2009. ACM\n \n\n\n\n
\n\n\n\n \n \n \"BGP-lens:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/kdd/PrakashVAFF09,\n  author       = {B. Aditya Prakash and\n                  Nicholas Valler and\n                  David G. Andersen and\n                  Michalis Faloutsos and\n                  Christos Faloutsos},\n  editor       = {John F. Elder IV and\n                  Fran{\\c{c}}oise Fogelman{-}Souli{\\'{e}} and\n                  Peter A. Flach and\n                  Mohammed Javeed Zaki},\n  title        = {BGP-lens: patterns and anomalies in internet routing updates},\n  booktitle    = {Proceedings of the 15th {ACM} {SIGKDD} International Conference on\n                  Knowledge Discovery and Data Mining, Paris, France, June 28 - July\n                  1, 2009},\n  pages        = {1315--1324},\n  publisher    = {{ACM}},\n  year         = {2009},\n  url          = {https://doi.org/10.1145/1557019.1557160},\n  doi          = {10.1145/1557019.1557160},\n  timestamp    = {Sun, 25 Oct 2020 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/kdd/PrakashVAFF09.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n RTG: A Recursive Realistic Graph Generator Using Random Typing.\n \n \n \n \n\n\n \n Akoglu, L.; and Faloutsos, C.\n\n\n \n\n\n\n In Buntine, W. L.; Grobelnik, M.; Mladenic, D.; and Shawe-Taylor, J., editor(s), Machine Learning and Knowledge Discovery in Databases, European Conference, ECML PKDD 2009, Bled, Slovenia, September 7-11, 2009, Proceedings, Part I, volume 5781, of Lecture Notes in Computer Science, pages 13–28, 2009. Springer\n \n\n\n\n
\n\n\n\n \n \n \"RTG:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/pkdd/AkogluF09,\n  author       = {Leman Akoglu and\n                  Christos Faloutsos},\n  editor       = {Wray L. Buntine and\n                  Marko Grobelnik and\n                  Dunja Mladenic and\n                  John Shawe{-}Taylor},\n  title        = {{RTG:} {A} Recursive Realistic Graph Generator Using Random Typing},\n  booktitle    = {Machine Learning and Knowledge Discovery in Databases, European Conference,\n                  {ECML} {PKDD} 2009, Bled, Slovenia, September 7-11, 2009, Proceedings,\n                  Part {I}},\n  series       = {Lecture Notes in Computer Science},\n  volume       = {5781},\n  pages        = {13--28},\n  publisher    = {Springer},\n  year         = {2009},\n  url          = {https://doi.org/10.1007/978-3-642-04180-8\\_13},\n  doi          = {10.1007/978-3-642-04180-8\\_13},\n  timestamp    = {Sun, 02 Jun 2019 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/pkdd/AkogluF09.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n ShatterPlots: Fast Tools for Mining Large Graphs.\n \n \n \n \n\n\n \n Appel, A. P.; Chakrabarti, D.; Faloutsos, C.; Kumar, R.; Leskovec, J.; and Tomkins, A.\n\n\n \n\n\n\n In Proceedings of the SIAM International Conference on Data Mining, SDM 2009, April 30 - May 2, 2009, Sparks, Nevada, USA, pages 802–813, 2009. SIAM\n \n\n\n\n
\n\n\n\n \n \n \"ShatterPlots:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/sdm/AppelCFKLT09,\n  author       = {Ana Paula Appel and\n                  Deepayan Chakrabarti and\n                  Christos Faloutsos and\n                  Ravi Kumar and\n                  Jure Leskovec and\n                  Andrew Tomkins},\n  title        = {ShatterPlots: Fast Tools for Mining Large Graphs},\n  booktitle    = {Proceedings of the {SIAM} International Conference on Data Mining,\n                  {SDM} 2009, April 30 - May 2, 2009, Sparks, Nevada, {USA}},\n  pages        = {802--813},\n  publisher    = {{SIAM}},\n  year         = {2009},\n  url          = {https://doi.org/10.1137/1.9781611972795.69},\n  doi          = {10.1137/1.9781611972795.69},\n  timestamp    = {Sun, 02 Jun 2019 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/sdm/AppelCFKLT09.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Tailoring click models to user goals.\n \n \n \n \n\n\n \n Guo, F.; Li, L.; and Faloutsos, C.\n\n\n \n\n\n\n In Craswell, N.; Jones, R.; Dupret, G.; and Viegas, E., editor(s), Proceedings of the 2009 workshop on Web Search Click Data, WSCD@WSDM 2009, Barcelona, Spain, February 9, 2009, pages 88–92, 2009. ACM\n \n\n\n\n
\n\n\n\n \n \n \"TailoringPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/wsdm/GuoLF09,\n  author       = {Fan Guo and\n                  Lei Li and\n                  Christos Faloutsos},\n  editor       = {Nick Craswell and\n                  Rosie Jones and\n                  Georges Dupret and\n                  Evelyne Viegas},\n  title        = {Tailoring click models to user goals},\n  booktitle    = {Proceedings of the 2009 workshop on Web Search Click Data, WSCD@WSDM\n                  2009, Barcelona, Spain, February 9, 2009},\n  pages        = {88--92},\n  publisher    = {{ACM}},\n  year         = {2009},\n  url          = {https://doi.org/10.1145/1507509.1507523},\n  doi          = {10.1145/1507509.1507523},\n  timestamp    = {Mon, 25 Sep 2023 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/wsdm/GuoLF09.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Click chain model in web search.\n \n \n \n \n\n\n \n Guo, F.; Liu, C.; Kannan, A.; Minka, T.; Taylor, M. J.; Wang, Y. M.; and Faloutsos, C.\n\n\n \n\n\n\n In Quemada, J.; León, G.; Maarek, Y. S.; and Nejdl, W., editor(s), Proceedings of the 18th International Conference on World Wide Web, WWW 2009, Madrid, Spain, April 20-24, 2009, pages 11–20, 2009. ACM\n \n\n\n\n
\n\n\n\n \n \n \"ClickPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/www/GuoLKMTWF09,\n  author       = {Fan Guo and\n                  Chao Liu and\n                  Anitha Kannan and\n                  Tom Minka and\n                  Michael J. Taylor and\n                  Yi Min Wang and\n                  Christos Faloutsos},\n  editor       = {Juan Quemada and\n                  Gonzalo Le{\\'{o}}n and\n                  Yo{\\"{e}}lle S. Maarek and\n                  Wolfgang Nejdl},\n  title        = {Click chain model in web search},\n  booktitle    = {Proceedings of the 18th International Conference on World Wide Web,\n                  {WWW} 2009, Madrid, Spain, April 20-24, 2009},\n  pages        = {11--20},\n  publisher    = {{ACM}},\n  year         = {2009},\n  url          = {https://doi.org/10.1145/1526709.1526712},\n  doi          = {10.1145/1526709.1526712},\n  timestamp    = {Mon, 25 Sep 2023 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/www/GuoLKMTWF09.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n NetCube.\n \n \n \n \n\n\n \n Margaritis, D.; Faloutsos, C.; and Thrun, S.\n\n\n \n\n\n\n In Halpin, T. A., editor(s), Selected Readings on Database Technologies and Applications, pages 471–489. IGI, 2009.\n \n\n\n\n
\n\n\n\n \n \n \"NetCubePaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@incollection{DBLP:books/igi/09/0001FT09,\n  author       = {Dimitris Margaritis and\n                  Christos Faloutsos and\n                  Sebastian Thrun},\n  editor       = {Terence A. Halpin},\n  title        = {NetCube},\n  booktitle    = {Selected Readings on Database Technologies and Applications},\n  pages        = {471--489},\n  publisher    = {{IGI}},\n  year         = {2009},\n  url          = {https://doi.org/10.4018/978-1-60566-098-1.ch023},\n  doi          = {10.4018/978-1-60566-098-1.CH023},\n  timestamp    = {Tue, 23 Jul 2019 13:13:38 +0200},\n  biburl       = {https://dblp.org/rec/books/igi/09/0001FT09.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n NetCube.\n \n \n \n \n\n\n \n Margaritis, D.; Faloutsos, C.; and Thrun, S.\n\n\n \n\n\n\n In Erickson, J., editor(s), Database Technologies: Concepts, Methodologies, Tools, and Applications (4 Volumes), pages 2011–2036. IGI Global, 2009.\n \n\n\n\n
\n\n\n\n \n \n \"NetCubePaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@incollection{DBLP:books/igi/Erickson09/MargaritisFT09,\n  author       = {Dimitris Margaritis and\n                  Christos Faloutsos and\n                  Sebastian Thrun},\n  editor       = {John Erickson},\n  title        = {NetCube},\n  booktitle    = {Database Technologies: Concepts, Methodologies, Tools, and Applications\n                  {(4} Volumes)},\n  pages        = {2011--2036},\n  publisher    = {{IGI} Global},\n  year         = {2009},\n  url          = {http://www.igi-global.com/Bookstore/Chapter.aspx?TitleId=8017},\n  timestamp    = {Sun, 31 Dec 2017 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/books/igi/Erickson09/MargaritisFT09.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Direction-Aware Proximity on Graphs.\n \n \n \n \n\n\n \n Tong, H.; Koren, Y.; and Faloutsos, C.\n\n\n \n\n\n\n In Wang, J., editor(s), Encyclopedia of Data Warehousing and Mining, Second Edition (4 Volumes), pages 646–653. IGI Global, 2009.\n \n\n\n\n
\n\n\n\n \n \n \"Direction-AwarePaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@incollection{DBLP:reference/dataware/TongKF09,\n  author       = {Hanghang Tong and\n                  Yehuda Koren and\n                  Christos Faloutsos},\n  editor       = {John Wang},\n  title        = {Direction-Aware Proximity on Graphs},\n  booktitle    = {Encyclopedia of Data Warehousing and Mining, Second Edition {(4} Volumes)},\n  pages        = {646--653},\n  publisher    = {{IGI} Global},\n  year         = {2009},\n  url          = {http://www.igi-global.com/Bookstore/Chapter.aspx?TitleId=10889},\n  timestamp    = {Wed, 12 Jul 2017 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/reference/dataware/TongKF09.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n  \n 2008\n \n \n (39)\n \n \n
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\n \n\n \n \n \n \n \n \n Two heads better than one: pattern discovery in time-evolving multi-aspect data.\n \n \n \n \n\n\n \n Sun, J.; Tsourakakis, C. E.; Hoke, E.; Faloutsos, C.; and Eliassi-Rad, T.\n\n\n \n\n\n\n Data Min. Knowl. Discov., 17(1): 111–128. 2008.\n \n\n\n\n
\n\n\n\n \n \n \"TwoPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/datamine/SunTHFE08,\n  author       = {Jimeng Sun and\n                  Charalampos E. Tsourakakis and\n                  Evan Hoke and\n                  Christos Faloutsos and\n                  Tina Eliassi{-}Rad},\n  title        = {Two heads better than one: pattern discovery in time-evolving multi-aspect\n                  data},\n  journal      = {Data Min. Knowl. Discov.},\n  volume       = {17},\n  number       = {1},\n  pages        = {111--128},\n  year         = {2008},\n  url          = {https://doi.org/10.1007/s10618-008-0112-3},\n  doi          = {10.1007/S10618-008-0112-3},\n  timestamp    = {Mon, 28 Aug 2023 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/datamine/SunTHFE08.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Random walk with restart: fast solutions and applications.\n \n \n \n \n\n\n \n Tong, H.; Faloutsos, C.; and Pan, J.\n\n\n \n\n\n\n Knowl. Inf. Syst., 14(3): 327–346. 2008.\n \n\n\n\n
\n\n\n\n \n \n \"RandomPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/kais/TongFP08,\n  author       = {Hanghang Tong and\n                  Christos Faloutsos and\n                  Jia{-}Yu Pan},\n  title        = {Random walk with restart: fast solutions and applications},\n  journal      = {Knowl. Inf. Syst.},\n  volume       = {14},\n  number       = {3},\n  pages        = {327--346},\n  year         = {2008},\n  url          = {https://doi.org/10.1007/s10115-007-0094-2},\n  doi          = {10.1007/S10115-007-0094-2},\n  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/kais/TongFP08.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n C-DEM: a multi-modal query system for Drosophila Embryo databases.\n \n \n \n \n\n\n \n Guo, F.; Li, L.; Faloutsos, C.; and Xing, E. P.\n\n\n \n\n\n\n Proc. VLDB Endow., 1(2): 1508–1511. 2008.\n \n\n\n\n
\n\n\n\n \n \n \"C-DEM:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/pvldb/GuoLFX08,\n  author       = {Fan Guo and\n                  Lei Li and\n                  Christos Faloutsos and\n                  Eric P. Xing},\n  title        = {{C-DEM:} a multi-modal query system for Drosophila Embryo databases},\n  journal      = {Proc. {VLDB} Endow.},\n  volume       = {1},\n  number       = {2},\n  pages        = {1508--1511},\n  year         = {2008},\n  url          = {http://www.vldb.org/pvldb/vol1/1454214.pdf},\n  doi          = {10.14778/1454159.1454214},\n  timestamp    = {Mon, 25 Sep 2023 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/pvldb/GuoLFX08.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Less is More: Sparse Graph Mining with Compact Matrix Decomposition.\n \n \n \n \n\n\n \n Sun, J.; Xie, Y.; Zhang, H.; and Faloutsos, C.\n\n\n \n\n\n\n Stat. Anal. Data Min., 1(1): 6–22. 2008.\n \n\n\n\n
\n\n\n\n \n \n \"LessPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/sadm/SunXZF08,\n  author       = {Jimeng Sun and\n                  Yinglian Xie and\n                  Hui Zhang and\n                  Christos Faloutsos},\n  title        = {Less is More: Sparse Graph Mining with Compact Matrix Decomposition},\n  journal      = {Stat. Anal. Data Min.},\n  volume       = {1},\n  number       = {1},\n  pages        = {6--22},\n  year         = {2008},\n  url          = {https://doi.org/10.1002/sam.102},\n  doi          = {10.1002/SAM.102},\n  timestamp    = {Mon, 28 Aug 2023 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/sadm/SunXZF08.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Fast Monitoring Proximity and Centrality on Time-evolving Bipartite Graphs.\n \n \n \n \n\n\n \n Tong, H.; Papadimitriou, S.; Yu, P. S.; and Faloutsos, C.\n\n\n \n\n\n\n Stat. Anal. Data Min., 1(3): 142–156. 2008.\n \n\n\n\n
\n\n\n\n \n \n \"FastPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/sadm/TongPYF08,\n  author       = {Hanghang Tong and\n                  Spiros Papadimitriou and\n                  Philip S. Yu and\n                  Christos Faloutsos},\n  title        = {Fast Monitoring Proximity and Centrality on Time-evolving Bipartite\n                  Graphs},\n  journal      = {Stat. Anal. Data Min.},\n  volume       = {1},\n  number       = {3},\n  pages        = {142--156},\n  year         = {2008},\n  url          = {https://doi.org/10.1002/sam.10014},\n  doi          = {10.1002/SAM.10014},\n  timestamp    = {Thu, 01 Oct 2020 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/sadm/TongPYF08.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Bayesian Tensor Approach for 3-D Face Modeling.\n \n \n \n \n\n\n \n Tao, D.; Song, M.; Li, X.; Shen, J.; Sun, J.; Wu, X.; Faloutsos, C.; and Maybank, S. J.\n\n\n \n\n\n\n IEEE Trans. Circuits Syst. Video Technol., 18(10): 1397–1410. 2008.\n \n\n\n\n
\n\n\n\n \n \n \"BayesianPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/tcsv/TaoSLSSWFM08,\n  author       = {Dacheng Tao and\n                  Mingli Song and\n                  Xuelong Li and\n                  Jialie Shen and\n                  Jimeng Sun and\n                  Xindong Wu and\n                  Christos Faloutsos and\n                  Stephen J. Maybank},\n  title        = {Bayesian Tensor Approach for 3-D Face Modeling},\n  journal      = {{IEEE} Trans. Circuits Syst. Video Technol.},\n  volume       = {18},\n  number       = {10},\n  pages        = {1397--1410},\n  year         = {2008},\n  url          = {https://doi.org/10.1109/TCSVT.2008.2002825},\n  doi          = {10.1109/TCSVT.2008.2002825},\n  timestamp    = {Thu, 07 Mar 2024 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/tcsv/TaoSLSSWFM08.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Epidemic thresholds in real networks.\n \n \n \n \n\n\n \n Chakrabarti, D.; Wang, Y.; Wang, C.; Leskovec, J.; and Faloutsos, C.\n\n\n \n\n\n\n ACM Trans. Inf. Syst. Secur., 10(4): 1:1–1:26. 2008.\n \n\n\n\n
\n\n\n\n \n \n \"EpidemicPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/tissec/ChakrabartiWWLF08,\n  author       = {Deepayan Chakrabarti and\n                  Yang Wang and\n                  Chenxi Wang and\n                  Jure Leskovec and\n                  Christos Faloutsos},\n  title        = {Epidemic thresholds in real networks},\n  journal      = {{ACM} Trans. Inf. Syst. Secur.},\n  volume       = {10},\n  number       = {4},\n  pages        = {1:1--1:26},\n  year         = {2008},\n  url          = {https://doi.org/10.1145/1284680.1284681},\n  doi          = {10.1145/1284680.1284681},\n  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/tissec/ChakrabartiWWLF08.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Incremental tensor analysis: Theory and applications.\n \n \n \n \n\n\n \n Sun, J.; Tao, D.; Papadimitriou, S.; Yu, P. S.; and Faloutsos, C.\n\n\n \n\n\n\n ACM Trans. Knowl. Discov. Data, 2(3): 11:1–11:37. 2008.\n \n\n\n\n
\n\n\n\n \n \n \"IncrementalPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/tkdd/SunTPYF08,\n  author       = {Jimeng Sun and\n                  Dacheng Tao and\n                  Spiros Papadimitriou and\n                  Philip S. Yu and\n                  Christos Faloutsos},\n  title        = {Incremental tensor analysis: Theory and applications},\n  journal      = {{ACM} Trans. Knowl. Discov. Data},\n  volume       = {2},\n  number       = {3},\n  pages        = {11:1--11:37},\n  year         = {2008},\n  url          = {https://doi.org/10.1145/1409620.1409621},\n  doi          = {10.1145/1409620.1409621},\n  timestamp    = {Mon, 28 Aug 2023 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/tkdd/SunTPYF08.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Graph mining and influence propagation.\n \n \n \n \n\n\n \n Faloutsos, C.\n\n\n \n\n\n\n In Tanaka, K.; Matsuyama, T.; Lim, E.; and Jatowt, A., editor(s), Proceedings of the 2nd ACM Workshop on Information Credibility on the Web, WICOW 2008, Napa Valley, California, USA, October 30, 2008, pages 1–2, 2008. ACM\n \n\n\n\n
\n\n\n\n \n \n \"GraphPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/cikm/Faloutsos08,\n  author       = {Christos Faloutsos},\n  editor       = {Katsumi Tanaka and\n                  Takashi Matsuyama and\n                  Ee{-}Peng Lim and\n                  Adam Jatowt},\n  title        = {Graph mining and influence propagation},\n  booktitle    = {Proceedings of the 2nd {ACM} Workshop on Information Credibility on\n                  the Web, {WICOW} 2008, Napa Valley, California, USA, October 30, 2008},\n  pages        = {1--2},\n  publisher    = {{ACM}},\n  year         = {2008},\n  url          = {https://doi.org/10.1145/1458527.1458529},\n  doi          = {10.1145/1458527.1458529},\n  timestamp    = {Sun, 02 Jun 2019 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/cikm/Faloutsos08.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n A novel optimization approach to efficiently process aggregate similarity queries in metric access methods.\n \n \n \n \n\n\n \n Razente, H. L.; Barioni, M. C. N.; Traina, A. J. M.; Faloutsos, C.; and Jr., C. T.\n\n\n \n\n\n\n In Shanahan, J. G.; Amer-Yahia, S.; Manolescu, I.; Zhang, Y.; Evans, D. A.; Kolcz, A.; Choi, K.; and Chowdhury, A., editor(s), Proceedings of the 17th ACM Conference on Information and Knowledge Management, CIKM 2008, Napa Valley, California, USA, October 26-30, 2008, pages 193–202, 2008. ACM\n \n\n\n\n
\n\n\n\n \n \n \"APaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/cikm/RazenteBTFT08,\n  author       = {Humberto Luiz Razente and\n                  Maria Camila Nardini Barioni and\n                  Agma J. M. Traina and\n                  Christos Faloutsos and\n                  Caetano Traina Jr.},\n  editor       = {James G. Shanahan and\n                  Sihem Amer{-}Yahia and\n                  Ioana Manolescu and\n                  Yi Zhang and\n                  David A. Evans and\n                  Aleksander Kolcz and\n                  Key{-}Sun Choi and\n                  Abdur Chowdhury},\n  title        = {A novel optimization approach to efficiently process aggregate similarity\n                  queries in metric access methods},\n  booktitle    = {Proceedings of the 17th {ACM} Conference on Information and Knowledge\n                  Management, {CIKM} 2008, Napa Valley, California, USA, October 26-30,\n                  2008},\n  pages        = {193--202},\n  publisher    = {{ACM}},\n  year         = {2008},\n  url          = {https://doi.org/10.1145/1458082.1458110},\n  doi          = {10.1145/1458082.1458110},\n  timestamp    = {Sun, 06 Oct 2024 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/cikm/RazenteBTFT08.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Fast mining of complex time-stamped events.\n \n \n \n \n\n\n \n Tong, H.; Sakurai, Y.; Eliassi-Rad, T.; and Faloutsos, C.\n\n\n \n\n\n\n In Shanahan, J. G.; Amer-Yahia, S.; Manolescu, I.; Zhang, Y.; Evans, D. A.; Kolcz, A.; Choi, K.; and Chowdhury, A., editor(s), Proceedings of the 17th ACM Conference on Information and Knowledge Management, CIKM 2008, Napa Valley, California, USA, October 26-30, 2008, pages 759–768, 2008. ACM\n \n\n\n\n
\n\n\n\n \n \n \"FastPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/cikm/TongSEF08,\n  author       = {Hanghang Tong and\n                  Yasushi Sakurai and\n                  Tina Eliassi{-}Rad and\n                  Christos Faloutsos},\n  editor       = {James G. Shanahan and\n                  Sihem Amer{-}Yahia and\n                  Ioana Manolescu and\n                  Yi Zhang and\n                  David A. Evans and\n                  Aleksander Kolcz and\n                  Key{-}Sun Choi and\n                  Abdur Chowdhury},\n  title        = {Fast mining of complex time-stamped events},\n  booktitle    = {Proceedings of the 17th {ACM} Conference on Information and Knowledge\n                  Management, {CIKM} 2008, Napa Valley, California, USA, October 26-30,\n                  2008},\n  pages        = {759--768},\n  publisher    = {{ACM}},\n  year         = {2008},\n  url          = {https://doi.org/10.1145/1458082.1458184},\n  doi          = {10.1145/1458082.1458184},\n  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/cikm/TongSEF08.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Unsupervised modeling of object categories using link analysis techniques.\n \n \n \n \n\n\n \n Kim, G.; Faloutsos, C.; and Hebert, M.\n\n\n \n\n\n\n In 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 24-26 June 2008, Anchorage, Alaska, USA, 2008. IEEE Computer Society\n \n\n\n\n
\n\n\n\n \n \n \"UnsupervisedPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/cvpr/KimFH08,\n  author       = {Gunhee Kim and\n                  Christos Faloutsos and\n                  Martial Hebert},\n  title        = {Unsupervised modeling of object categories using link analysis techniques},\n  booktitle    = {2008 {IEEE} Computer Society Conference on Computer Vision and Pattern\n                  Recognition {(CVPR} 2008), 24-26 June 2008, Anchorage, Alaska, {USA}},\n  publisher    = {{IEEE} Computer Society},\n  year         = {2008},\n  url          = {https://doi.org/10.1109/CVPR.2008.4587502},\n  doi          = {10.1109/CVPR.2008.4587502},\n  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/cvpr/KimFH08.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n FMDistance: A Fast and Effective Distance Function for Motion Capture Data.\n \n \n \n \n\n\n \n Onuma, K.; Faloutsos, C.; and Hodgins, J. K.\n\n\n \n\n\n\n In Mania, K.; and Reinhard, E. R., editor(s), 29th Annual Conference of the European Association for Computer Graphics, Eurographics 2008 - Short Papers, Hersonissos, Crete, Greece, April 14-18, 2008, pages 83–86, 2008. Eurographics Association\n \n\n\n\n
\n\n\n\n \n \n \"FMDistance:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/eurographics/OnumaFH08,\n  author       = {Kensuke Onuma and\n                  Christos Faloutsos and\n                  Jessica K. Hodgins},\n  editor       = {Katerina Mania and\n                  Eric R. Reinhard},\n  title        = {FMDistance: {A} Fast and Effective Distance Function for Motion Capture\n                  Data},\n  booktitle    = {29th Annual Conference of the European Association for Computer Graphics,\n                  Eurographics 2008 - Short Papers, Hersonissos, Crete, Greece, April\n                  14-18, 2008},\n  pages        = {83--86},\n  publisher    = {Eurographics Association},\n  year         = {2008},\n  url          = {https://doi.org/10.2312/egs.20081027},\n  doi          = {10.2312/EGS.20081027},\n  timestamp    = {Thu, 02 Jul 2020 14:52:18 +0200},\n  biburl       = {https://dblp.org/rec/conf/eurographics/OnumaFH08.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Laziness is a Virtue: Motion Stitching Using Effort Minimization.\n \n \n \n \n\n\n \n Li, L.; McCann, J.; Faloutsos, C.; and Pollard, N. S.\n\n\n \n\n\n\n In Mania, K.; and Reinhard, E. R., editor(s), 29th Annual Conference of the European Association for Computer Graphics, Eurographics 2008 - Short Papers, Hersonissos, Crete, Greece, April 14-18, 2008, pages 87–90, 2008. Eurographics Association\n \n\n\n\n
\n\n\n\n \n \n \"LazinessPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/eurographics/LiMFP08,\n  author       = {Lei Li and\n                  James McCann and\n                  Christos Faloutsos and\n                  Nancy S. Pollard},\n  editor       = {Katerina Mania and\n                  Eric R. Reinhard},\n  title        = {Laziness is a Virtue: Motion Stitching Using Effort Minimization},\n  booktitle    = {29th Annual Conference of the European Association for Computer Graphics,\n                  Eurographics 2008 - Short Papers, Hersonissos, Crete, Greece, April\n                  14-18, 2008},\n  pages        = {87--90},\n  publisher    = {Eurographics Association},\n  year         = {2008},\n  url          = {https://doi.org/10.2312/egs.20081028},\n  doi          = {10.2312/EGS.20081028},\n  timestamp    = {Wed, 06 Jun 2018 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/eurographics/LiMFP08.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Using Utility to Provision Storage Systems.\n \n \n \n \n\n\n \n Strunk, J. D.; Thereska, E.; Faloutsos, C.; and Ganger, G. R.\n\n\n \n\n\n\n In Baker, M.; and Riedel, E., editor(s), 6th USENIX Conference on File and Storage Technologies, FAST 2008, February 26-29, 2008, San Jose, CA, USA, pages 313–328, 2008. USENIX\n \n\n\n\n
\n\n\n\n \n \n \"UsingPaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/fast/StrunkTFG08,\n  author       = {John D. Strunk and\n                  Eno Thereska and\n                  Christos Faloutsos and\n                  Gregory R. Ganger},\n  editor       = {Mary Baker and\n                  Erik Riedel},\n  title        = {Using Utility to Provision Storage Systems},\n  booktitle    = {6th {USENIX} Conference on File and Storage Technologies, {FAST} 2008,\n                  February 26-29, 2008, San Jose, CA, {USA}},\n  pages        = {313--328},\n  publisher    = {{USENIX}},\n  year         = {2008},\n  url          = {http://www.usenix.org/events/fast08/tech/strunk.html},\n  timestamp    = {Tue, 02 Feb 2021 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/fast/StrunkTFG08.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Toward a Comprehensive Model in Internet Auction Fraud Detection.\n \n \n \n \n\n\n \n Zhang, B.; Zhou, Y.; and Faloutsos, C.\n\n\n \n\n\n\n In 41st Hawaii International International Conference on Systems Science (HICSS-41 2008), Proceedings, 7-10 January 2008, Waikoloa, Big Island, HI, USA, pages 79, 2008. IEEE Computer Society\n \n\n\n\n
\n\n\n\n \n \n \"TowardPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/hicss/ZhangZF08,\n  author       = {Bin Zhang and\n                  Yi Zhou and\n                  Christos Faloutsos},\n  title        = {Toward a Comprehensive Model in Internet Auction Fraud Detection},\n  booktitle    = {41st Hawaii International International Conference on Systems Science\n                  {(HICSS-41} 2008), Proceedings, 7-10 January 2008, Waikoloa, Big Island,\n                  HI, {USA}},\n  pages        = {79},\n  publisher    = {{IEEE} Computer Society},\n  year         = {2008},\n  url          = {https://doi.org/10.1109/HICSS.2008.455},\n  doi          = {10.1109/HICSS.2008.455},\n  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/hicss/ZhangZF08.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Compact Similarity Joins.\n \n \n \n \n\n\n \n Bryan, B.; Eberhardt, F.; and Faloutsos, C.\n\n\n \n\n\n\n In Alonso, G.; Blakeley, J. A.; and Chen, A. L. P., editor(s), Proceedings of the 24th International Conference on Data Engineering, ICDE 2008, April 7-12, 2008, Cancún, Mexico, pages 346–355, 2008. IEEE Computer Society\n \n\n\n\n
\n\n\n\n \n \n \"CompactPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/icde/BryanEF08,\n  author       = {Brent Bryan and\n                  Frederick Eberhardt and\n                  Christos Faloutsos},\n  editor       = {Gustavo Alonso and\n                  Jos{\\'{e}} A. Blakeley and\n                  Arbee L. P. Chen},\n  title        = {Compact Similarity Joins},\n  booktitle    = {Proceedings of the 24th International Conference on Data Engineering,\n                  {ICDE} 2008, April 7-12, 2008, Canc{\\'{u}}n, Mexico},\n  pages        = {346--355},\n  publisher    = {{IEEE} Computer Society},\n  year         = {2008},\n  url          = {https://doi.org/10.1109/ICDE.2008.4497443},\n  doi          = {10.1109/ICDE.2008.4497443},\n  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/icde/BryanEF08.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Monitoring Network Evolution using MDL.\n \n \n \n \n\n\n \n Ferlez, J.; Faloutsos, C.; Leskovec, J.; Mladenic, D.; and Grobelnik, M.\n\n\n \n\n\n\n In Alonso, G.; Blakeley, J. A.; and Chen, A. L. P., editor(s), Proceedings of the 24th International Conference on Data Engineering, ICDE 2008, April 7-12, 2008, Cancún, Mexico, pages 1328–1330, 2008. IEEE Computer Society\n \n\n\n\n
\n\n\n\n \n \n \"MonitoringPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/icde/FerlezFLMG08,\n  author       = {Jure Ferlez and\n                  Christos Faloutsos and\n                  Jure Leskovec and\n                  Dunja Mladenic and\n                  Marko Grobelnik},\n  editor       = {Gustavo Alonso and\n                  Jos{\\'{e}} A. Blakeley and\n                  Arbee L. P. Chen},\n  title        = {Monitoring Network Evolution using {MDL}},\n  booktitle    = {Proceedings of the 24th International Conference on Data Engineering,\n                  {ICDE} 2008, April 7-12, 2008, Canc{\\'{u}}n, Mexico},\n  pages        = {1328--1330},\n  publisher    = {{IEEE} Computer Society},\n  year         = {2008},\n  url          = {https://doi.org/10.1109/ICDE.2008.4497545},\n  doi          = {10.1109/ICDE.2008.4497545},\n  timestamp    = {Thu, 23 Mar 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/icde/FerlezFLMG08.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n RTM: Laws and a Recursive Generator for Weighted Time-Evolving Graphs.\n \n \n \n \n\n\n \n Akoglu, L.; McGlohon, M.; and Faloutsos, C.\n\n\n \n\n\n\n In Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), December 15-19, 2008, Pisa, Italy, pages 701–706, 2008. IEEE Computer Society\n \n\n\n\n
\n\n\n\n \n \n \"RTM:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/icdm/AkogluMF08,\n  author       = {Leman Akoglu and\n                  Mary McGlohon and\n                  Christos Faloutsos},\n  title        = {{RTM:} Laws and a Recursive Generator for Weighted Time-Evolving Graphs},\n  booktitle    = {Proceedings of the 8th {IEEE} International Conference on Data Mining\n                  {(ICDM} 2008), December 15-19, 2008, Pisa, Italy},\n  pages        = {701--706},\n  publisher    = {{IEEE} Computer Society},\n  year         = {2008},\n  url          = {https://doi.org/10.1109/ICDM.2008.123},\n  doi          = {10.1109/ICDM.2008.123},\n  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/icdm/AkogluMF08.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n GRAPHITE: A Visual Query System for Large Graphs.\n \n \n \n \n\n\n \n Chau, D. H.; Faloutsos, C.; Tong, H.; Hong, J. I.; Gallagher, B.; and Eliassi-Rad, T.\n\n\n \n\n\n\n In Workshops Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), December 15-19, 2008, Pisa, Italy, pages 963–966, 2008. IEEE Computer Society\n \n\n\n\n
\n\n\n\n \n \n \"GRAPHITE:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/icdm/ChauFTHGE08,\n  author       = {Duen Horng Chau and\n                  Christos Faloutsos and\n                  Hanghang Tong and\n                  Jason I. Hong and\n                  Brian Gallagher and\n                  Tina Eliassi{-}Rad},\n  title        = {{GRAPHITE:} {A} Visual Query System for Large Graphs},\n  booktitle    = {Workshops Proceedings of the 8th {IEEE} International Conference on\n                  Data Mining {(ICDM} 2008), December 15-19, 2008, Pisa, Italy},\n  pages        = {963--966},\n  publisher    = {{IEEE} Computer Society},\n  year         = {2008},\n  url          = {https://doi.org/10.1109/ICDMW.2008.99},\n  doi          = {10.1109/ICDMW.2008.99},\n  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/icdm/ChauFTHGE08.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Bayesian tensor analysis.\n \n \n \n \n\n\n \n Tao, D.; Sun, J.; Shen, J.; Wu, X.; Li, X.; Maybank, S. J.; and Faloutsos, C.\n\n\n \n\n\n\n In Proceedings of the International Joint Conference on Neural Networks, IJCNN 2008, part of the IEEE World Congress on Computational Intelligence, WCCI 2008, Hong Kong, China, June 1-6, 2008, pages 1402–1409, 2008. IEEE\n \n\n\n\n
\n\n\n\n \n \n \"BayesianPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/ijcnn/TaoSSWLMF08,\n  author       = {Dacheng Tao and\n                  Jimeng Sun and\n                  Jialie Shen and\n                  Xindong Wu and\n                  Xuelong Li and\n                  Stephen J. Maybank and\n                  Christos Faloutsos},\n  title        = {Bayesian tensor analysis},\n  booktitle    = {Proceedings of the International Joint Conference on Neural Networks,\n                  {IJCNN} 2008, part of the {IEEE} World Congress on Computational Intelligence,\n                  {WCCI} 2008, Hong Kong, China, June 1-6, 2008},\n  pages        = {1402--1409},\n  publisher    = {{IEEE}},\n  year         = {2008},\n  url          = {https://doi.org/10.1109/IJCNN.2008.4633981},\n  doi          = {10.1109/IJCNN.2008.4633981},\n  timestamp    = {Thu, 07 Mar 2024 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/ijcnn/TaoSSWLMF08.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Graph mining: laws, generators and tools.\n \n \n \n \n\n\n \n Faloutsos, C.\n\n\n \n\n\n\n In Papagiannaki, K.; and Zhang, Z., editor(s), Proceedings of the 8th ACM SIGCOMM Internet Measurement Conference, IMC 2008, Vouliagmeni, Greece, October 20-22, 2008, pages 1, 2008. ACM\n \n\n\n\n
\n\n\n\n \n \n \"GraphPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/imc/Faloutsos08,\n  author       = {Christos Faloutsos},\n  editor       = {Konstantina Papagiannaki and\n                  Zhi{-}Li Zhang},\n  title        = {Graph mining: laws, generators and tools},\n  booktitle    = {Proceedings of the 8th {ACM} {SIGCOMM} Internet Measurement Conference,\n                  {IMC} 2008, Vouliagmeni, Greece, October 20-22, 2008},\n  pages        = {1},\n  publisher    = {{ACM}},\n  year         = {2008},\n  url          = {https://doi.org/10.1145/1452520.1452521},\n  doi          = {10.1145/1452520.1452521},\n  timestamp    = {Sun, 02 Jun 2019 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/imc/Faloutsos08.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Protein complex identification by supervised graph local clustering.\n \n \n \n \n\n\n \n Qi, Y.; Balem, F.; Faloutsos, C.; Klein-Seetharaman, J.; and Bar-Joseph, Z.\n\n\n \n\n\n\n In Proceedings 16th International Conference on Intelligent Systems for Molecular Biology (ISMB), Toronto, Canada, July 19-23, 2008, pages 250–268, 2008. \n \n\n\n\n
\n\n\n\n \n \n \"ProteinPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/ismb/QiBFKB08,\n  author       = {Yanjun Qi and\n                  Fernanda Balem and\n                  Christos Faloutsos and\n                  Judith Klein{-}Seetharaman and\n                  Ziv Bar{-}Joseph},\n  title        = {Protein complex identification by supervised graph local clustering},\n  booktitle    = {Proceedings 16th International Conference on Intelligent Systems for\n                  Molecular Biology (ISMB), Toronto, Canada, July 19-23, 2008},\n  pages        = {250--268},\n  year         = {2008},\n  url          = {https://doi.org/10.1093/bioinformatics/btn164},\n  doi          = {10.1093/BIOINFORMATICS/BTN164},\n  timestamp    = {Wed, 14 Nov 2018 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/ismb/QiBFKB08.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Using ghost edges for classification in sparsely labeled networks.\n \n \n \n \n\n\n \n Gallagher, B.; Tong, H.; Eliassi-Rad, T.; and Faloutsos, C.\n\n\n \n\n\n\n In Li, Y.; Liu, B.; and Sarawagi, S., editor(s), Proceedings of the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Las Vegas, Nevada, USA, August 24-27, 2008, pages 256–264, 2008. ACM\n \n\n\n\n
\n\n\n\n \n \n \"UsingPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/kdd/GallagherTEF08,\n  author       = {Brian Gallagher and\n                  Hanghang Tong and\n                  Tina Eliassi{-}Rad and\n                  Christos Faloutsos},\n  editor       = {Ying Li and\n                  Bing Liu and\n                  Sunita Sarawagi},\n  title        = {Using ghost edges for classification in sparsely labeled networks},\n  booktitle    = {Proceedings of the 14th {ACM} {SIGKDD} International Conference on\n                  Knowledge Discovery and Data Mining, Las Vegas, Nevada, USA, August\n                  24-27, 2008},\n  pages        = {256--264},\n  publisher    = {{ACM}},\n  year         = {2008},\n  url          = {https://doi.org/10.1145/1401890.1401925},\n  doi          = {10.1145/1401890.1401925},\n  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/kdd/GallagherTEF08.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Cut-and-stitch: efficient parallel learning of linear dynamical systems on smps.\n \n \n \n \n\n\n \n Li, L.; Fu, W.; Guo, F.; Mowry, T. C.; and Faloutsos, C.\n\n\n \n\n\n\n In Li, Y.; Liu, B.; and Sarawagi, S., editor(s), Proceedings of the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Las Vegas, Nevada, USA, August 24-27, 2008, pages 471–479, 2008. ACM\n \n\n\n\n
\n\n\n\n \n \n \"Cut-and-stitch:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/kdd/LiFGMF08,\n  author       = {Lei Li and\n                  Wenjie Fu and\n                  Fan Guo and\n                  Todd C. Mowry and\n                  Christos Faloutsos},\n  editor       = {Ying Li and\n                  Bing Liu and\n                  Sunita Sarawagi},\n  title        = {Cut-and-stitch: efficient parallel learning of linear dynamical systems\n                  on smps},\n  booktitle    = {Proceedings of the 14th {ACM} {SIGKDD} International Conference on\n                  Knowledge Discovery and Data Mining, Las Vegas, Nevada, USA, August\n                  24-27, 2008},\n  pages        = {471--479},\n  publisher    = {{ACM}},\n  year         = {2008},\n  url          = {https://doi.org/10.1145/1401890.1401949},\n  doi          = {10.1145/1401890.1401949},\n  timestamp    = {Tue, 01 Oct 2024 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/kdd/LiFGMF08.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Weighted graphs and disconnected components: patterns and a generator.\n \n \n \n \n\n\n \n McGlohon, M.; Akoglu, L.; and Faloutsos, C.\n\n\n \n\n\n\n In Li, Y.; Liu, B.; and Sarawagi, S., editor(s), Proceedings of the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Las Vegas, Nevada, USA, August 24-27, 2008, pages 524–532, 2008. ACM\n \n\n\n\n
\n\n\n\n \n \n \"WeightedPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/kdd/McGlohonAF08,\n  author       = {Mary McGlohon and\n                  Leman Akoglu and\n                  Christos Faloutsos},\n  editor       = {Ying Li and\n                  Bing Liu and\n                  Sunita Sarawagi},\n  title        = {Weighted graphs and disconnected components: patterns and a generator},\n  booktitle    = {Proceedings of the 14th {ACM} {SIGKDD} International Conference on\n                  Knowledge Discovery and Data Mining, Las Vegas, Nevada, USA, August\n                  24-27, 2008},\n  pages        = {524--532},\n  publisher    = {{ACM}},\n  year         = {2008},\n  url          = {https://doi.org/10.1145/1401890.1401955},\n  doi          = {10.1145/1401890.1401955},\n  timestamp    = {Sun, 02 Jun 2019 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/kdd/McGlohonAF08.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Mobile call graphs: beyond power-law and lognormal distributions.\n \n \n \n \n\n\n \n Seshadri, M.; Machiraju, S.; Sridharan, A.; Bolot, J.; Faloutsos, C.; and Leskovec, J.\n\n\n \n\n\n\n In Li, Y.; Liu, B.; and Sarawagi, S., editor(s), Proceedings of the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Las Vegas, Nevada, USA, August 24-27, 2008, pages 596–604, 2008. ACM\n \n\n\n\n
\n\n\n\n \n \n \"MobilePaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/kdd/SeshadriMSBFL08,\n  author       = {Mukund Seshadri and\n                  Sridhar Machiraju and\n                  Ashwin Sridharan and\n                  Jean Bolot and\n                  Christos Faloutsos and\n                  Jure Leskovec},\n  editor       = {Ying Li and\n                  Bing Liu and\n                  Sunita Sarawagi},\n  title        = {Mobile call graphs: beyond power-law and lognormal distributions},\n  booktitle    = {Proceedings of the 14th {ACM} {SIGKDD} International Conference on\n                  Knowledge Discovery and Data Mining, Las Vegas, Nevada, USA, August\n                  24-27, 2008},\n  pages        = {596--604},\n  publisher    = {{ACM}},\n  year         = {2008},\n  url          = {https://doi.org/10.1145/1401890.1401963},\n  doi          = {10.1145/1401890.1401963},\n  timestamp    = {Sun, 02 Jun 2019 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/kdd/SeshadriMSBFL08.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Colibri: fast mining of large static and dynamic graphs.\n \n \n \n \n\n\n \n Tong, H.; Papadimitriou, S.; Sun, J.; Yu, P. S.; and Faloutsos, C.\n\n\n \n\n\n\n In Li, Y.; Liu, B.; and Sarawagi, S., editor(s), Proceedings of the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Las Vegas, Nevada, USA, August 24-27, 2008, pages 686–694, 2008. ACM\n \n\n\n\n
\n\n\n\n \n \n \"Colibri:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/kdd/TongPSYF08,\n  author       = {Hanghang Tong and\n                  Spiros Papadimitriou and\n                  Jimeng Sun and\n                  Philip S. Yu and\n                  Christos Faloutsos},\n  editor       = {Ying Li and\n                  Bing Liu and\n                  Sunita Sarawagi},\n  title        = {Colibri: fast mining of large static and dynamic graphs},\n  booktitle    = {Proceedings of the 14th {ACM} {SIGKDD} International Conference on\n                  Knowledge Discovery and Data Mining, Las Vegas, Nevada, USA, August\n                  24-27, 2008},\n  pages        = {686--694},\n  publisher    = {{ACM}},\n  year         = {2008},\n  url          = {https://doi.org/10.1145/1401890.1401973},\n  doi          = {10.1145/1401890.1401973},\n  timestamp    = {Mon, 28 Aug 2023 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/kdd/TongPSYF08.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Social networks: looking ahead.\n \n \n \n \n\n\n \n Kumar, R.; Tuzhilin, A.; Faloutsos, C.; Jensen, D. D.; Kossinets, G.; Leskovec, J.; and Tomkins, A.\n\n\n \n\n\n\n In Li, Y.; Liu, B.; and Sarawagi, S., editor(s), Proceedings of the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Las Vegas, Nevada, USA, August 24-27, 2008, pages 1060, 2008. ACM\n \n\n\n\n
\n\n\n\n \n \n \"SocialPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/kdd/KumarTFJKLT08,\n  author       = {Ravi Kumar and\n                  Alexander Tuzhilin and\n                  Christos Faloutsos and\n                  David D. Jensen and\n                  Gueorgi Kossinets and\n                  Jure Leskovec and\n                  Andrew Tomkins},\n  editor       = {Ying Li and\n                  Bing Liu and\n                  Sunita Sarawagi},\n  title        = {Social networks: looking ahead},\n  booktitle    = {Proceedings of the 14th {ACM} {SIGKDD} International Conference on\n                  Knowledge Discovery and Data Mining, Las Vegas, Nevada, USA, August\n                  24-27, 2008},\n  pages        = {1060},\n  publisher    = {{ACM}},\n  year         = {2008},\n  url          = {https://doi.org/10.1145/1401890.1402017},\n  doi          = {10.1145/1401890.1402017},\n  timestamp    = {Sun, 02 Jun 2019 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/kdd/KumarTFJKLT08.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Graph Mining: Laws, Generators and Tools.\n \n \n \n \n\n\n \n Faloutsos, C.\n\n\n \n\n\n\n In Washio, T.; Suzuki, E.; Ting, K. M.; and Inokuchi, A., editor(s), Advances in Knowledge Discovery and Data Mining, 12th Pacific-Asia Conference, PAKDD 2008, Osaka, Japan, May 20-23, 2008 Proceedings, volume 5012, of Lecture Notes in Computer Science, pages 1, 2008. Springer\n \n\n\n\n
\n\n\n\n \n \n \"GraphPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/pakdd/Faloutsos08,\n  author       = {Christos Faloutsos},\n  editor       = {Takashi Washio and\n                  Einoshin Suzuki and\n                  Kai Ming Ting and\n                  Akihiro Inokuchi},\n  title        = {Graph Mining: Laws, Generators and Tools},\n  booktitle    = {Advances in Knowledge Discovery and Data Mining, 12th Pacific-Asia\n                  Conference, {PAKDD} 2008, Osaka, Japan, May 20-23, 2008 Proceedings},\n  series       = {Lecture Notes in Computer Science},\n  volume       = {5012},\n  pages        = {1},\n  publisher    = {Springer},\n  year         = {2008},\n  url          = {https://doi.org/10.1007/978-3-540-68125-0\\_1},\n  doi          = {10.1007/978-3-540-68125-0\\_1},\n  timestamp    = {Sun, 02 Jun 2019 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/pakdd/Faloutsos08.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Two Heads Better Than One: Pattern Discovery in Time-Evolving Multi-aspect Data.\n \n \n \n \n\n\n \n Sun, J.; Tsourakakis, C. E.; Hoke, E.; Faloutsos, C.; and Eliassi-Rad, T.\n\n\n \n\n\n\n In Daelemans, W.; Goethals, B.; and Morik, K., editor(s), Machine Learning and Knowledge Discovery in Databases, European Conference, ECML/PKDD 2008, Antwerp, Belgium, September 15-19, 2008, Proceedings, Part I, volume 5211, of Lecture Notes in Computer Science, pages 22, 2008. Springer\n \n\n\n\n
\n\n\n\n \n \n \"TwoPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/pkdd/SunTHFE08,\n  author       = {Jimeng Sun and\n                  Charalampos E. Tsourakakis and\n                  Evan Hoke and\n                  Christos Faloutsos and\n                  Tina Eliassi{-}Rad},\n  editor       = {Walter Daelemans and\n                  Bart Goethals and\n                  Katharina Morik},\n  title        = {Two Heads Better Than One: Pattern Discovery in Time-Evolving Multi-aspect\n                  Data},\n  booktitle    = {Machine Learning and Knowledge Discovery in Databases, European Conference,\n                  {ECML/PKDD} 2008, Antwerp, Belgium, September 15-19, 2008, Proceedings,\n                  Part {I}},\n  series       = {Lecture Notes in Computer Science},\n  volume       = {5211},\n  pages        = {22},\n  publisher    = {Springer},\n  year         = {2008},\n  url          = {https://doi.org/10.1007/978-3-540-87479-9\\_19},\n  doi          = {10.1007/978-3-540-87479-9\\_19},\n  timestamp    = {Mon, 28 Aug 2023 21:17:29 +0200},\n  biburl       = {https://dblp.org/rec/conf/pkdd/SunTHFE08.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Hierarchical, Parameter-Free Community Discovery.\n \n \n \n \n\n\n \n Papadimitriou, S.; Sun, J.; Faloutsos, C.; and Yu, P. S.\n\n\n \n\n\n\n In Daelemans, W.; Goethals, B.; and Morik, K., editor(s), Machine Learning and Knowledge Discovery in Databases, European Conference, ECML/PKDD 2008, Antwerp, Belgium, September 15-19, 2008, Proceedings, Part II, volume 5212, of Lecture Notes in Computer Science, pages 170–187, 2008. Springer\n \n\n\n\n
\n\n\n\n \n \n \"Hierarchical,Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/pkdd/PapadimitriouSFY08,\n  author       = {Spiros Papadimitriou and\n                  Jimeng Sun and\n                  Christos Faloutsos and\n                  Philip S. Yu},\n  editor       = {Walter Daelemans and\n                  Bart Goethals and\n                  Katharina Morik},\n  title        = {Hierarchical, Parameter-Free Community Discovery},\n  booktitle    = {Machine Learning and Knowledge Discovery in Databases, European Conference,\n                  {ECML/PKDD} 2008, Antwerp, Belgium, September 15-19, 2008, Proceedings,\n                  Part {II}},\n  series       = {Lecture Notes in Computer Science},\n  volume       = {5212},\n  pages        = {170--187},\n  publisher    = {Springer},\n  year         = {2008},\n  url          = {https://doi.org/10.1007/978-3-540-87481-2\\_12},\n  doi          = {10.1007/978-3-540-87481-2\\_12},\n  timestamp    = {Mon, 28 Aug 2023 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/pkdd/PapadimitriouSFY08.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Semi-Supervised Learning Based on Semiparametric Regularization.\n \n \n \n \n\n\n \n Guo, Z.; Zhang, Z. (.; Xing, E. P.; and Faloutsos, C.\n\n\n \n\n\n\n In Proceedings of the SIAM International Conference on Data Mining, SDM 2008, April 24-26, 2008, Atlanta, Georgia, USA, pages 132–142, 2008. SIAM\n \n\n\n\n
\n\n\n\n \n \n \"Semi-SupervisedPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/sdm/GuoZXF08,\n  author       = {Zhen Guo and\n                  Zhongfei (Mark) Zhang and\n                  Eric P. Xing and\n                  Christos Faloutsos},\n  title        = {Semi-Supervised Learning Based on Semiparametric Regularization},\n  booktitle    = {Proceedings of the {SIAM} International Conference on Data Mining,\n                  {SDM} 2008, April 24-26, 2008, Atlanta, Georgia, {USA}},\n  pages        = {132--142},\n  publisher    = {{SIAM}},\n  year         = {2008},\n  url          = {https://doi.org/10.1137/1.9781611972788.12},\n  doi          = {10.1137/1.9781611972788.12},\n  timestamp    = {Sun, 02 Jun 2019 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/sdm/GuoZXF08.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Efficient Distribution Mining and Classification.\n \n \n \n \n\n\n \n Sakurai, Y.; Chong, R.; Li, L.; and Faloutsos, C.\n\n\n \n\n\n\n In Proceedings of the SIAM International Conference on Data Mining, SDM 2008, April 24-26, 2008, Atlanta, Georgia, USA, pages 632–643, 2008. SIAM\n \n\n\n\n
\n\n\n\n \n \n \"EfficientPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/sdm/SakuraiC08,\n  author       = {Yasushi Sakurai and\n                  Rosalynn Chong and\n                  Lei Li and\n                  Christos Faloutsos},\n  title        = {Efficient Distribution Mining and Classification},\n  booktitle    = {Proceedings of the {SIAM} International Conference on Data Mining,\n                  {SDM} 2008, April 24-26, 2008, Atlanta, Georgia, {USA}},\n  pages        = {632--643},\n  publisher    = {{SIAM}},\n  year         = {2008},\n  url          = {https://doi.org/10.1137/1.9781611972788.58},\n  doi          = {10.1137/1.9781611972788.58},\n  timestamp    = {Sun, 02 Jun 2019 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/sdm/SakuraiC08.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Proximity Tracking on Time-Evolving Bipartite Graphs.\n \n \n \n \n\n\n \n Tong, H.; Papadimitriou, S.; Yu, P. S.; and Faloutsos, C.\n\n\n \n\n\n\n In Proceedings of the SIAM International Conference on Data Mining, SDM 2008, April 24-26, 2008, Atlanta, Georgia, USA, pages 704–715, 2008. SIAM\n \n\n\n\n
\n\n\n\n \n \n \"ProximityPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/sdm/TongPYF08,\n  author       = {Hanghang Tong and\n                  Spiros Papadimitriou and\n                  Philip S. Yu and\n                  Christos Faloutsos},\n  title        = {Proximity Tracking on Time-Evolving Bipartite Graphs},\n  booktitle    = {Proceedings of the {SIAM} International Conference on Data Mining,\n                  {SDM} 2008, April 24-26, 2008, Atlanta, Georgia, {USA}},\n  pages        = {704--715},\n  publisher    = {{SIAM}},\n  year         = {2008},\n  url          = {https://doi.org/10.1137/1.9781611972788.64},\n  doi          = {10.1137/1.9781611972788.64},\n  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/sdm/TongPYF08.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Outlier-robust clustering using independent components.\n \n \n \n \n\n\n \n Böhm, C.; Faloutsos, C.; and Plant, C.\n\n\n \n\n\n\n In Wang, J. T., editor(s), Proceedings of the ACM SIGMOD International Conference on Management of Data, SIGMOD 2008, Vancouver, BC, Canada, June 10-12, 2008, pages 185–198, 2008. ACM\n \n\n\n\n
\n\n\n\n \n \n \"Outlier-robustPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/sigmod/BohmFP08,\n  author       = {Christian B{\\"{o}}hm and\n                  Christos Faloutsos and\n                  Claudia Plant},\n  editor       = {Jason Tsong{-}Li Wang},\n  title        = {Outlier-robust clustering using independent components},\n  booktitle    = {Proceedings of the {ACM} {SIGMOD} International Conference on Management\n                  of Data, {SIGMOD} 2008, Vancouver, BC, Canada, June 10-12, 2008},\n  pages        = {185--198},\n  publisher    = {{ACM}},\n  year         = {2008},\n  url          = {https://doi.org/10.1145/1376616.1376638},\n  doi          = {10.1145/1376616.1376638},\n  timestamp    = {Tue, 30 Jan 2024 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/sigmod/BohmFP08.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Proceedings of the first Workshop on Online Social Networks, WOSN 2008, Seattle, WA, USA, August 17-22, 2008.\n \n \n \n \n\n\n \n Faloutsos, C.; Karagiannis, T.; and Rodriguez, P.,\n editors.\n \n\n\n \n\n\n\n ACM. 2008.\n \n\n\n\n
\n\n\n\n \n \n \"ProceedingsPaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@proceedings{DBLP:conf/wosn/2008,\n  editor       = {Christos Faloutsos and\n                  Thomas Karagiannis and\n                  Pablo Rodriguez},\n  title        = {Proceedings of the first Workshop on Online Social Networks, {WOSN}\n                  2008, Seattle, WA, USA, August 17-22, 2008},\n  publisher    = {{ACM}},\n  year         = {2008},\n  url          = {http://dl.acm.org/citation.cfm?id=1397735},\n  isbn         = {978-1-60558-182-8},\n  timestamp    = {Wed, 12 Jan 2022 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/wosn/2008.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Kronecker Graphs: An Approach to Modeling Networks.\n \n \n \n \n\n\n \n Leskovec, J.; Chakrabarti, D.; Kleinberg, J. M.; Faloutsos, C.; and Ghahramani, Z.\n\n\n \n\n\n\n CoRR, abs/0812.4905. 2008.\n \n\n\n\n
\n\n\n\n \n \n \"KroneckerPaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/corr/LeskovecCKFG08,\n  author       = {Jure Leskovec and\n                  Deepayan Chakrabarti and\n                  Jon M. Kleinberg and\n                  Christos Faloutsos and\n                  Zoubin Ghahramani},\n  title        = {Kronecker Graphs: An Approach to Modeling Networks},\n  journal      = {CoRR},\n  volume       = {abs/0812.4905},\n  year         = {2008},\n  url          = {http://arxiv.org/abs/0812.4905},\n  eprinttype    = {arXiv},\n  eprint       = {0812.4905},\n  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/corr/LeskovecCKFG08.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n  \n 2007\n \n \n (27)\n \n \n
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\n \n\n \n \n \n \n \n \n A fast and effective method to find correlations among attributes in databases.\n \n \n \n \n\n\n \n de Sousa, E. P. M.; Jr., C. T.; Traina, A. J. M.; Wu, L.; and Faloutsos, C.\n\n\n \n\n\n\n Data Min. Knowl. Discov., 14(3): 367–407. 2007.\n \n\n\n\n
\n\n\n\n \n \n \"APaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/datamine/SousaTTWF07,\n  author       = {Elaine P. M. de Sousa and\n                  Caetano Traina Jr. and\n                  Agma J. M. Traina and\n                  Leejay Wu and\n                  Christos Faloutsos},\n  title        = {A fast and effective method to find correlations among attributes\n                  in databases},\n  journal      = {Data Min. Knowl. Discov.},\n  volume       = {14},\n  number       = {3},\n  pages        = {367--407},\n  year         = {2007},\n  url          = {https://doi.org/10.1007/s10618-006-0056-4},\n  doi          = {10.1007/S10618-006-0056-4},\n  timestamp    = {Sun, 06 Oct 2024 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/datamine/SousaTTWF07.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n On data mining, compression, and Kolmogorov complexity.\n \n \n \n \n\n\n \n Faloutsos, C.; and Megalooikonomou, V.\n\n\n \n\n\n\n Data Min. Knowl. Discov., 15(1): 3–20. 2007.\n \n\n\n\n
\n\n\n\n \n \n \"OnPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/datamine/FaloutsosM07,\n  author       = {Christos Faloutsos and\n                  Vasileios Megalooikonomou},\n  title        = {On data mining, compression, and Kolmogorov complexity},\n  journal      = {Data Min. Knowl. Discov.},\n  volume       = {15},\n  number       = {1},\n  pages        = {3--20},\n  year         = {2007},\n  url          = {https://doi.org/10.1007/s10618-006-0057-3},\n  doi          = {10.1007/S10618-006-0057-3},\n  timestamp    = {Sun, 02 Jun 2019 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/datamine/FaloutsosM07.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Visualization of large networks with min-cut plots, A-plots and R-MAT.\n \n \n \n \n\n\n \n Chakrabarti, D.; Faloutsos, C.; and Zhan, Y.\n\n\n \n\n\n\n Int. J. Hum. Comput. Stud., 65(5): 434–445. 2007.\n \n\n\n\n
\n\n\n\n \n \n \"VisualizationPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/ijmms/ChakrabartiFZ07,\n  author       = {Deepayan Chakrabarti and\n                  Christos Faloutsos and\n                  Yiping Zhan},\n  title        = {Visualization of large networks with min-cut plots, A-plots and {R-MAT}},\n  journal      = {Int. J. Hum. Comput. Stud.},\n  volume       = {65},\n  number       = {5},\n  pages        = {434--445},\n  year         = {2007},\n  url          = {https://doi.org/10.1016/j.ijhcs.2006.11.002},\n  doi          = {10.1016/J.IJHCS.2006.11.002},\n  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/ijmms/ChakrabartiFZ07.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Graph evolution: Densification and shrinking diameters.\n \n \n \n \n\n\n \n Leskovec, J.; Kleinberg, J. M.; and Faloutsos, C.\n\n\n \n\n\n\n ACM Trans. Knowl. Discov. Data, 1(1): 2. 2007.\n \n\n\n\n
\n\n\n\n \n \n \"GraphPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/tkdd/LeskovecKF07,\n  author       = {Jure Leskovec and\n                  Jon M. Kleinberg and\n                  Christos Faloutsos},\n  title        = {Graph evolution: Densification and shrinking diameters},\n  journal      = {{ACM} Trans. Knowl. Discov. Data},\n  volume       = {1},\n  number       = {1},\n  pages        = {2},\n  year         = {2007},\n  url          = {https://doi.org/10.1145/1217299.1217301},\n  doi          = {10.1145/1217299.1217301},\n  timestamp    = {Thu, 16 Apr 2020 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/tkdd/LeskovecKF07.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n RIC: Parameter-free noise-robust clustering.\n \n \n \n \n\n\n \n Böhm, C.; Faloutsos, C.; Pan, J.; and Plant, C.\n\n\n \n\n\n\n ACM Trans. Knowl. Discov. Data, 1(3): 10. 2007.\n \n\n\n\n
\n\n\n\n \n \n \"RIC:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/tkdd/BohmFPP07,\n  author       = {Christian B{\\"{o}}hm and\n                  Christos Faloutsos and\n                  Jia{-}Yu Pan and\n                  Claudia Plant},\n  title        = {{RIC:} Parameter-free noise-robust clustering},\n  journal      = {{ACM} Trans. Knowl. Discov. Data},\n  volume       = {1},\n  number       = {3},\n  pages        = {10},\n  year         = {2007},\n  url          = {https://doi.org/10.1145/1297332.1297334},\n  doi          = {10.1145/1297332.1297334},\n  timestamp    = {Tue, 30 Jan 2024 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/tkdd/BohmFPP07.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n The Omni-family of all-purpose access methods: a simple and effective way to make similarity search more efficient.\n \n \n \n \n\n\n \n Jr., C. T.; Filho, R. F. S.; Traina, A. J. M.; Vieira, M. R.; and Faloutsos, C.\n\n\n \n\n\n\n VLDB J., 16(4): 483–505. 2007.\n \n\n\n\n
\n\n\n\n \n \n \"ThePaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/vldb/TrainaFTVF07,\n  author       = {Caetano Traina Jr. and\n                  Roberto F. Santos Filho and\n                  Agma J. M. Traina and\n                  Marcos R. Vieira and\n                  Christos Faloutsos},\n  title        = {The Omni-family of all-purpose access methods: a simple and effective\n                  way to make similarity search more efficient},\n  journal      = {{VLDB} J.},\n  volume       = {16},\n  number       = {4},\n  pages        = {483--505},\n  year         = {2007},\n  url          = {https://doi.org/10.1007/s00778-005-0178-0},\n  doi          = {10.1007/S00778-005-0178-0},\n  timestamp    = {Sun, 06 Oct 2024 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/vldb/TrainaFTVF07.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Stream Monitoring under the Time Warping Distance.\n \n \n \n \n\n\n \n Sakurai, Y.; Faloutsos, C.; and Yamamuro, M.\n\n\n \n\n\n\n In Chirkova, R.; Dogac, A.; Özsu, M. T.; and Sellis, T. K., editor(s), Proceedings of the 23rd International Conference on Data Engineering, ICDE 2007, The Marmara Hotel, Istanbul, Turkey, April 15-20, 2007, pages 1046–1055, 2007. IEEE Computer Society\n \n\n\n\n
\n\n\n\n \n \n \"StreamPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/icde/SakuraiFY07,\n  author       = {Yasushi Sakurai and\n                  Christos Faloutsos and\n                  Masashi Yamamuro},\n  editor       = {Rada Chirkova and\n                  Asuman Dogac and\n                  M. Tamer {\\"{O}}zsu and\n                  Timos K. Sellis},\n  title        = {Stream Monitoring under the Time Warping Distance},\n  booktitle    = {Proceedings of the 23rd International Conference on Data Engineering,\n                  {ICDE} 2007, The Marmara Hotel, Istanbul, Turkey, April 15-20, 2007},\n  pages        = {1046--1055},\n  publisher    = {{IEEE} Computer Society},\n  year         = {2007},\n  url          = {https://doi.org/10.1109/ICDE.2007.368963},\n  doi          = {10.1109/ICDE.2007.368963},\n  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/icde/SakuraiFY07.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n A Max Margin Framework on Image Annotation and Multimodal Image Retrieval.\n \n \n \n \n\n\n \n Guo, Z.; Zhang, Z.; Xing, E. P.; and Faloutsos, C.\n\n\n \n\n\n\n In Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, ICME 2007, July 2-5, 2007, Beijing, China, pages 504–507, 2007. IEEE Computer Society\n \n\n\n\n
\n\n\n\n \n \n \"APaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/icmcs/GuoZXF07,\n  author       = {Zhen Guo and\n                  Zhongfei Zhang and\n                  Eric P. Xing and\n                  Christos Faloutsos},\n  title        = {A Max Margin Framework on Image Annotation and Multimodal Image Retrieval},\n  booktitle    = {Proceedings of the 2007 {IEEE} International Conference on Multimedia\n                  and Expo, {ICME} 2007, July 2-5, 2007, Beijing, China},\n  pages        = {504--507},\n  publisher    = {{IEEE} Computer Society},\n  year         = {2007},\n  url          = {https://doi.org/10.1109/ICME.2007.4284697},\n  doi          = {10.1109/ICME.2007.4284697},\n  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/icmcs/GuoZXF07.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Scalable modeling of real graphs using Kronecker multiplication.\n \n \n \n \n\n\n \n Leskovec, J.; and Faloutsos, C.\n\n\n \n\n\n\n In Ghahramani, Z., editor(s), Machine Learning, Proceedings of the Twenty-Fourth International Conference (ICML 2007), Corvallis, Oregon, USA, June 20-24, 2007, volume 227, of ACM International Conference Proceeding Series, pages 497–504, 2007. ACM\n \n\n\n\n
\n\n\n\n \n \n \"ScalablePaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/icml/LeskovecF07,\n  author       = {Jure Leskovec and\n                  Christos Faloutsos},\n  editor       = {Zoubin Ghahramani},\n  title        = {Scalable modeling of real graphs using Kronecker multiplication},\n  booktitle    = {Machine Learning, Proceedings of the Twenty-Fourth International Conference\n                  {(ICML} 2007), Corvallis, Oregon, USA, June 20-24, 2007},\n  series       = {{ACM} International Conference Proceeding Series},\n  volume       = {227},\n  pages        = {497--504},\n  publisher    = {{ACM}},\n  year         = {2007},\n  url          = {https://doi.org/10.1145/1273496.1273559},\n  doi          = {10.1145/1273496.1273559},\n  timestamp    = {Sun, 02 Jun 2019 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/icml/LeskovecF07.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Probabilistic Tensor Analysis with Akaike and Bayesian Information Criteria.\n \n \n \n \n\n\n \n Tao, D.; Sun, J.; Wu, X.; Li, X.; Shen, J.; Maybank, S. J.; and Faloutsos, C.\n\n\n \n\n\n\n In Ishikawa, M.; Doya, K.; Miyamoto, H.; and Yamakawa, T., editor(s), Neural Information Processing, 14th International Conference, ICONIP 2007, Kitakyushu, Japan, November 13-16, 2007, Revised Selected Papers, Part I, volume 4984, of Lecture Notes in Computer Science, pages 791–801, 2007. Springer\n \n\n\n\n
\n\n\n\n \n \n \"ProbabilisticPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/iconip/TaoSWLSMF07,\n  author       = {Dacheng Tao and\n                  Jimeng Sun and\n                  Xindong Wu and\n                  Xuelong Li and\n                  Jialie Shen and\n                  Stephen J. Maybank and\n                  Christos Faloutsos},\n  editor       = {Masumi Ishikawa and\n                  Kenji Doya and\n                  Hiroyuki Miyamoto and\n                  Takeshi Yamakawa},\n  title        = {Probabilistic Tensor Analysis with Akaike and Bayesian Information\n                  Criteria},\n  booktitle    = {Neural Information Processing, 14th International Conference, {ICONIP}\n                  2007, Kitakyushu, Japan, November 13-16, 2007, Revised Selected Papers,\n                  Part {I}},\n  series       = {Lecture Notes in Computer Science},\n  volume       = {4984},\n  pages        = {791--801},\n  publisher    = {Springer},\n  year         = {2007},\n  url          = {https://doi.org/10.1007/978-3-540-69158-7\\_82},\n  doi          = {10.1007/978-3-540-69158-7\\_82},\n  timestamp    = {Thu, 07 Mar 2024 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/iconip/TaoSWLSMF07.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Finding patterns in blog shapes and blog evolution.\n \n \n \n \n\n\n \n McGlohon, M.; Leskovec, J.; Faloutsos, C.; Hurst, M.; and Glance, N. S.\n\n\n \n\n\n\n In Glance, N. S.; Nicolov, N.; Adar, E.; Hurst, M.; Liberman, M. Y.; and Salvetti, F., editor(s), Proceedings of the First International Conference on Weblogs and Social Media, ICWSM 2007, Boulder, Colorado, USA, March 26-28, 2007, 2007. \n \n\n\n\n
\n\n\n\n \n \n \"FindingPaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/icwsm/McGlohonLFHG07,\n  author       = {Mary McGlohon and\n                  Jure Leskovec and\n                  Christos Faloutsos and\n                  Matthew Hurst and\n                  Natalie S. Glance},\n  editor       = {Natalie S. Glance and\n                  Nicolas Nicolov and\n                  Eytan Adar and\n                  Matthew Hurst and\n                  Mark Y. Liberman and\n                  Franco Salvetti},\n  title        = {Finding patterns in blog shapes and blog evolution},\n  booktitle    = {Proceedings of the First International Conference on Weblogs and Social\n                  Media, {ICWSM} 2007, Boulder, Colorado, USA, March 26-28, 2007},\n  year         = {2007},\n  url          = {http://www.icwsm.org/papers/paper18.html},\n  timestamp    = {Mon, 30 Dec 2024 23:26:41 +0100},\n  biburl       = {https://dblp.org/rec/conf/icwsm/McGlohonLFHG07.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Information Survival Threshold in Sensor and P2P Networks.\n \n \n \n \n\n\n \n Chakrabarti, D.; Leskovec, J.; Faloutsos, C.; Madden, S.; Guestrin, C.; and Faloutsos, M.\n\n\n \n\n\n\n In INFOCOM 2007. 26th IEEE International Conference on Computer Communications, Joint Conference of the IEEE Computer and Communications Societies, 6-12 May 2007, Anchorage, Alaska, USA, pages 1316–1324, 2007. IEEE\n \n\n\n\n
\n\n\n\n \n \n \"InformationPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/infocom/ChakrabartiLFMGF07,\n  author       = {Deepayan Chakrabarti and\n                  Jure Leskovec and\n                  Christos Faloutsos and\n                  Samuel Madden and\n                  Carlos Guestrin and\n                  Michalis Faloutsos},\n  title        = {Information Survival Threshold in Sensor and {P2P} Networks},\n  booktitle    = {{INFOCOM} 2007. 26th {IEEE} International Conference on Computer Communications,\n                  Joint Conference of the {IEEE} Computer and Communications Societies,\n                  6-12 May 2007, Anchorage, Alaska, {USA}},\n  pages        = {1316--1324},\n  publisher    = {{IEEE}},\n  year         = {2007},\n  url          = {https://doi.org/10.1109/INFCOM.2007.156},\n  doi          = {10.1109/INFCOM.2007.156},\n  timestamp    = {Tue, 08 Aug 2023 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/infocom/ChakrabartiLFMGF07.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Enhanced max margin learning on multimodal data mining in a multimedia database.\n \n \n \n \n\n\n \n Guo, Z.; Zhang, Z.; Xing, E. P.; and Faloutsos, C.\n\n\n \n\n\n\n In Berkhin, P.; Caruana, R.; and Wu, X., editor(s), Proceedings of the 13th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, San Jose, California, USA, August 12-15, 2007, pages 340–349, 2007. ACM\n \n\n\n\n
\n\n\n\n \n \n \"EnhancedPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/kdd/GuoZXF07,\n  author       = {Zhen Guo and\n                  Zhongfei Zhang and\n                  Eric P. Xing and\n                  Christos Faloutsos},\n  editor       = {Pavel Berkhin and\n                  Rich Caruana and\n                  Xindong Wu},\n  title        = {Enhanced max margin learning on multimodal data mining in a multimedia\n                  database},\n  booktitle    = {Proceedings of the 13th {ACM} {SIGKDD} International Conference on\n                  Knowledge Discovery and Data Mining, San Jose, California, USA, August\n                  12-15, 2007},\n  pages        = {340--349},\n  publisher    = {{ACM}},\n  year         = {2007},\n  url          = {https://doi.org/10.1145/1281192.1281231},\n  doi          = {10.1145/1281192.1281231},\n  timestamp    = {Fri, 10 Mar 2023 14:55:31 +0100},\n  biburl       = {https://dblp.org/rec/conf/kdd/GuoZXF07.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Cost-effective outbreak detection in networks.\n \n \n \n \n\n\n \n Leskovec, J.; Krause, A.; Guestrin, C.; Faloutsos, C.; VanBriesen, J. M.; and Glance, N. S.\n\n\n \n\n\n\n In Berkhin, P.; Caruana, R.; and Wu, X., editor(s), Proceedings of the 13th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, San Jose, California, USA, August 12-15, 2007, pages 420–429, 2007. ACM\n \n\n\n\n
\n\n\n\n \n \n \"Cost-effectivePaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/kdd/LeskovecKGFVG07,\n  author       = {Jure Leskovec and\n                  Andreas Krause and\n                  Carlos Guestrin and\n                  Christos Faloutsos and\n                  Jeanne M. VanBriesen and\n                  Natalie S. Glance},\n  editor       = {Pavel Berkhin and\n                  Rich Caruana and\n                  Xindong Wu},\n  title        = {Cost-effective outbreak detection in networks},\n  booktitle    = {Proceedings of the 13th {ACM} {SIGKDD} International Conference on\n                  Knowledge Discovery and Data Mining, San Jose, California, USA, August\n                  12-15, 2007},\n  pages        = {420--429},\n  publisher    = {{ACM}},\n  year         = {2007},\n  url          = {https://doi.org/10.1145/1281192.1281239},\n  doi          = {10.1145/1281192.1281239},\n  timestamp    = {Sun, 02 Jun 2019 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/kdd/LeskovecKGFVG07.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n GraphScope: parameter-free mining of large time-evolving graphs.\n \n \n \n \n\n\n \n Sun, J.; Faloutsos, C.; Papadimitriou, S.; and Yu, P. S.\n\n\n \n\n\n\n In Berkhin, P.; Caruana, R.; and Wu, X., editor(s), Proceedings of the 13th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, San Jose, California, USA, August 12-15, 2007, pages 687–696, 2007. ACM\n \n\n\n\n
\n\n\n\n \n \n \"GraphScope:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/kdd/SunFPY07,\n  author       = {Jimeng Sun and\n                  Christos Faloutsos and\n                  Spiros Papadimitriou and\n                  Philip S. Yu},\n  editor       = {Pavel Berkhin and\n                  Rich Caruana and\n                  Xindong Wu},\n  title        = {GraphScope: parameter-free mining of large time-evolving graphs},\n  booktitle    = {Proceedings of the 13th {ACM} {SIGKDD} International Conference on\n                  Knowledge Discovery and Data Mining, San Jose, California, USA, August\n                  12-15, 2007},\n  pages        = {687--696},\n  publisher    = {{ACM}},\n  year         = {2007},\n  url          = {https://doi.org/10.1145/1281192.1281266},\n  doi          = {10.1145/1281192.1281266},\n  timestamp    = {Mon, 28 Aug 2023 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/kdd/SunFPY07.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Fast best-effort pattern matching in large attributed graphs.\n \n \n \n \n\n\n \n Tong, H.; Faloutsos, C.; Gallagher, B.; and Eliassi-Rad, T.\n\n\n \n\n\n\n In Berkhin, P.; Caruana, R.; and Wu, X., editor(s), Proceedings of the 13th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, San Jose, California, USA, August 12-15, 2007, pages 737–746, 2007. ACM\n \n\n\n\n
\n\n\n\n \n \n \"FastPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/kdd/TongFGE07,\n  author       = {Hanghang Tong and\n                  Christos Faloutsos and\n                  Brian Gallagher and\n                  Tina Eliassi{-}Rad},\n  editor       = {Pavel Berkhin and\n                  Rich Caruana and\n                  Xindong Wu},\n  title        = {Fast best-effort pattern matching in large attributed graphs},\n  booktitle    = {Proceedings of the 13th {ACM} {SIGKDD} International Conference on\n                  Knowledge Discovery and Data Mining, San Jose, California, USA, August\n                  12-15, 2007},\n  pages        = {737--746},\n  publisher    = {{ACM}},\n  year         = {2007},\n  url          = {https://doi.org/10.1145/1281192.1281271},\n  doi          = {10.1145/1281192.1281271},\n  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/kdd/TongFGE07.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Fast direction-aware proximity for graph mining.\n \n \n \n \n\n\n \n Tong, H.; Faloutsos, C.; and Koren, Y.\n\n\n \n\n\n\n In Berkhin, P.; Caruana, R.; and Wu, X., editor(s), Proceedings of the 13th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, San Jose, California, USA, August 12-15, 2007, pages 747–756, 2007. ACM\n \n\n\n\n
\n\n\n\n \n \n \"FastPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/kdd/TongFK07,\n  author       = {Hanghang Tong and\n                  Christos Faloutsos and\n                  Yehuda Koren},\n  editor       = {Pavel Berkhin and\n                  Rich Caruana and\n                  Xindong Wu},\n  title        = {Fast direction-aware proximity for graph mining},\n  booktitle    = {Proceedings of the 13th {ACM} {SIGKDD} International Conference on\n                  Knowledge Discovery and Data Mining, San Jose, California, USA, August\n                  12-15, 2007},\n  pages        = {747--756},\n  publisher    = {{ACM}},\n  year         = {2007},\n  url          = {https://doi.org/10.1145/1281192.1281272},\n  doi          = {10.1145/1281192.1281272},\n  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/kdd/TongFK07.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Less is More: Compact Matrix Decomposition for Large Sparse Graphs.\n \n \n \n \n\n\n \n Sun, J.; Xie, Y.; Zhang, H.; and Faloutsos, C.\n\n\n \n\n\n\n In Proceedings of the Seventh SIAM International Conference on Data Mining, April 26-28, 2007, Minneapolis, Minnesota, USA, pages 366–377, 2007. SIAM\n \n\n\n\n
\n\n\n\n \n \n \"LessPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/sdm/SunXZF07,\n  author       = {Jimeng Sun and\n                  Yinglian Xie and\n                  Hui Zhang and\n                  Christos Faloutsos},\n  title        = {Less is More: Compact Matrix Decomposition for Large Sparse Graphs},\n  booktitle    = {Proceedings of the Seventh {SIAM} International Conference on Data\n                  Mining, April 26-28, 2007, Minneapolis, Minnesota, {USA}},\n  pages        = {366--377},\n  publisher    = {{SIAM}},\n  year         = {2007},\n  url          = {https://doi.org/10.1137/1.9781611972771.33},\n  doi          = {10.1137/1.9781611972771.33},\n  timestamp    = {Mon, 28 Aug 2023 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/sdm/SunXZF07.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Patterns of Cascading Behavior in Large Blog Graphs.\n \n \n \n \n\n\n \n Leskovec, J.; McGlohon, M.; Faloutsos, C.; Glance, N. S.; and Hurst, M.\n\n\n \n\n\n\n In Proceedings of the Seventh SIAM International Conference on Data Mining, April 26-28, 2007, Minneapolis, Minnesota, USA, pages 551–556, 2007. SIAM\n \n\n\n\n
\n\n\n\n \n \n \"PatternsPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/sdm/LeskovecMFGH07,\n  author       = {Jure Leskovec and\n                  Mary McGlohon and\n                  Christos Faloutsos and\n                  Natalie S. Glance and\n                  Matthew Hurst},\n  title        = {Patterns of Cascading Behavior in Large Blog Graphs},\n  booktitle    = {Proceedings of the Seventh {SIAM} International Conference on Data\n                  Mining, April 26-28, 2007, Minneapolis, Minnesota, {USA}},\n  pages        = {551--556},\n  publisher    = {{SIAM}},\n  year         = {2007},\n  url          = {https://doi.org/10.1137/1.9781611972771.60},\n  doi          = {10.1137/1.9781611972771.60},\n  timestamp    = {Sun, 02 Jun 2019 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/sdm/LeskovecMFGH07.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Database techniques with motion capture.\n \n \n \n \n\n\n \n Faloutsos, C.; Hodgins, J. K.; and Pollard, N. S.\n\n\n \n\n\n\n In McMains, S.; and Sloan, P., editor(s), International Conference on Computer Graphics and Interactive Techniques, SIGGRAPH 2007, San Diego, California, USA, August 5-9, 2007, Courses, pages 1, 2007. ACM\n \n\n\n\n
\n\n\n\n \n \n \"DatabasePaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/siggraph/FaloutsosHP07,\n  author       = {Christos Faloutsos and\n                  Jessica K. Hodgins and\n                  Nancy S. Pollard},\n  editor       = {Sara McMains and\n                  Peter{-}Pike Sloan},\n  title        = {Database techniques with motion capture},\n  booktitle    = {International Conference on Computer Graphics and Interactive Techniques,\n                  {SIGGRAPH} 2007, San Diego, California, USA, August 5-9, 2007, Courses},\n  pages        = {1},\n  publisher    = {{ACM}},\n  year         = {2007},\n  url          = {https://doi.org/10.1145/1281500.1281636},\n  doi          = {10.1145/1281500.1281636},\n  timestamp    = {Fri, 12 Mar 2021 11:05:08 +0100},\n  biburl       = {https://dblp.org/rec/conf/siggraph/FaloutsosHP07.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Mining large graphs and streams using matrix and tensor tools.\n \n \n \n \n\n\n \n Faloutsos, C.; Kolda, T. G.; and Sun, J.\n\n\n \n\n\n\n In Chan, C. Y.; Ooi, B. C.; and Zhou, A., editor(s), Proceedings of the ACM SIGMOD International Conference on Management of Data, Beijing, China, June 12-14, 2007, pages 1174, 2007. ACM\n \n\n\n\n
\n\n\n\n \n \n \"MiningPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/sigmod/FaloutsosKS07,\n  author       = {Christos Faloutsos and\n                  Tamara G. Kolda and\n                  Jimeng Sun},\n  editor       = {Chee Yong Chan and\n                  Beng Chin Ooi and\n                  Aoying Zhou},\n  title        = {Mining large graphs and streams using matrix and tensor tools},\n  booktitle    = {Proceedings of the {ACM} {SIGMOD} International Conference on Management\n                  of Data, Beijing, China, June 12-14, 2007},\n  pages        = {1174},\n  publisher    = {{ACM}},\n  year         = {2007},\n  url          = {https://doi.org/10.1145/1247480.1247647},\n  doi          = {10.1145/1247480.1247647},\n  timestamp    = {Mon, 28 Aug 2023 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/sigmod/FaloutsosKS07.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Boosting k-Nearest Neighbor Queries Estimating Suitable Query Radii.\n \n \n \n \n\n\n \n Vieira, M. R.; Jr., C. T.; Traina, A. J. M.; Arantes, A. S.; and Faloutsos, C.\n\n\n \n\n\n\n In 19th International Conference on Scientific and Statistical Database Management, SSDBM 2007, 9-11 July 2007, Banff, Canada, Proceedings, pages 10, 2007. IEEE Computer Society\n \n\n\n\n
\n\n\n\n \n \n \"BoostingPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/ssdbm/VieiraTTAF07,\n  author       = {Marcos R. Vieira and\n                  Caetano Traina Jr. and\n                  Agma J. M. Traina and\n                  Adriano S. Arantes and\n                  Christos Faloutsos},\n  title        = {Boosting k-Nearest Neighbor Queries Estimating Suitable Query Radii},\n  booktitle    = {19th International Conference on Scientific and Statistical Database\n                  Management, {SSDBM} 2007, 9-11 July 2007, Banff, Canada, Proceedings},\n  pages        = {10},\n  publisher    = {{IEEE} Computer Society},\n  year         = {2007},\n  url          = {https://doi.org/10.1109/SSDBM.2007.5},\n  doi          = {10.1109/SSDBM.2007.5},\n  timestamp    = {Sun, 06 Oct 2024 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/ssdbm/VieiraTTAF07.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Data Mining Using Fractals and Power Laws.\n \n \n \n \n\n\n \n Faloutsos, C.\n\n\n \n\n\n\n In Dong, G.; Lin, X.; Wang, W.; Yang, Y.; and Yu, J. X., editor(s), Advances in Data and Web Management, Joint 9th Asia-Pacific Web Conference, APWeb 2007, and 8th International Conference, on Web-Age Information Management, WAIM 2007, Huang Shan, China, June 16-18, 2007, Proceedings, volume 4505, of Lecture Notes in Computer Science, pages 1, 2007. Springer\n \n\n\n\n
\n\n\n\n \n \n \"DataPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/waim/Faloutsos07,\n  author       = {Christos Faloutsos},\n  editor       = {Guozhu Dong and\n                  Xuemin Lin and\n                  Wei Wang and\n                  Yun Yang and\n                  Jeffrey Xu Yu},\n  title        = {Data Mining Using Fractals and Power Laws},\n  booktitle    = {Advances in Data and Web Management, Joint 9th Asia-Pacific Web Conference,\n                  APWeb 2007, and 8th International Conference, on Web-Age Information\n                  Management, {WAIM} 2007, Huang Shan, China, June 16-18, 2007, Proceedings},\n  series       = {Lecture Notes in Computer Science},\n  volume       = {4505},\n  pages        = {1},\n  publisher    = {Springer},\n  year         = {2007},\n  url          = {https://doi.org/10.1007/978-3-540-72524-4\\_1},\n  doi          = {10.1007/978-3-540-72524-4\\_1},\n  timestamp    = {Mon, 16 Mar 2020 17:44:09 +0100},\n  biburl       = {https://dblp.org/rec/conf/waim/Faloutsos07.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Netprobe: a fast and scalable system for fraud detection in online auction networks.\n \n \n \n \n\n\n \n Pandit, S.; Chau, D. H.; Wang, S.; and Faloutsos, C.\n\n\n \n\n\n\n In Williamson, C. L.; Zurko, M. E.; Patel-Schneider, P. F.; and Shenoy, P. J., editor(s), Proceedings of the 16th International Conference on World Wide Web, WWW 2007, Banff, Alberta, Canada, May 8-12, 2007, pages 201–210, 2007. ACM\n \n\n\n\n
\n\n\n\n \n \n \"Netprobe:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/www/PanditCWF07,\n  author       = {Shashank Pandit and\n                  Duen Horng Chau and\n                  Samuel Wang and\n                  Christos Faloutsos},\n  editor       = {Carey L. Williamson and\n                  Mary Ellen Zurko and\n                  Peter F. Patel{-}Schneider and\n                  Prashant J. Shenoy},\n  title        = {Netprobe: a fast and scalable system for fraud detection in online\n                  auction networks},\n  booktitle    = {Proceedings of the 16th International Conference on World Wide Web,\n                  {WWW} 2007, Banff, Alberta, Canada, May 8-12, 2007},\n  pages        = {201--210},\n  publisher    = {{ACM}},\n  year         = {2007},\n  url          = {https://doi.org/10.1145/1242572.1242600},\n  doi          = {10.1145/1242572.1242600},\n  timestamp    = {Fri, 09 Apr 2021 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/www/PanditCWF07.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Parallel crawling for online social networks.\n \n \n \n \n\n\n \n Chau, D. H.; Pandit, S.; Wang, S.; and Faloutsos, C.\n\n\n \n\n\n\n In Williamson, C. L.; Zurko, M. E.; Patel-Schneider, P. F.; and Shenoy, P. J., editor(s), Proceedings of the 16th International Conference on World Wide Web, WWW 2007, Banff, Alberta, Canada, May 8-12, 2007, pages 1283–1284, 2007. ACM\n \n\n\n\n
\n\n\n\n \n \n \"ParallelPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/www/ChauPWF07,\n  author       = {Duen Horng Chau and\n                  Shashank Pandit and\n                  Samuel Wang and\n                  Christos Faloutsos},\n  editor       = {Carey L. Williamson and\n                  Mary Ellen Zurko and\n                  Peter F. Patel{-}Schneider and\n                  Prashant J. Shenoy},\n  title        = {Parallel crawling for online social networks},\n  booktitle    = {Proceedings of the 16th International Conference on World Wide Web,\n                  {WWW} 2007, Banff, Alberta, Canada, May 8-12, 2007},\n  pages        = {1283--1284},\n  publisher    = {{ACM}},\n  year         = {2007},\n  url          = {https://doi.org/10.1145/1242572.1242809},\n  doi          = {10.1145/1242572.1242809},\n  timestamp    = {Fri, 09 Apr 2021 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/www/ChauPWF07.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Dimensionality Reduction and Forecasting on Streams.\n \n \n \n \n\n\n \n Papadimitriou, S.; Sun, J.; and Faloutsos, C.\n\n\n \n\n\n\n In Aggarwal, C. C., editor(s), Data Streams - Models and Algorithms, volume 31, of Advances in Database Systems, pages 261–288. Springer, 2007.\n \n\n\n\n
\n\n\n\n \n \n \"DimensionalityPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@incollection{DBLP:series/ads/PapadimitriouSF07,\n  author       = {Spiros Papadimitriou and\n                  Jimeng Sun and\n                  Christos Faloutsos},\n  editor       = {Charu C. Aggarwal},\n  title        = {Dimensionality Reduction and Forecasting on Streams},\n  booktitle    = {Data Streams - Models and Algorithms},\n  series       = {Advances in Database Systems},\n  volume       = {31},\n  pages        = {261--288},\n  publisher    = {Springer},\n  year         = {2007},\n  url          = {https://doi.org/10.1007/978-0-387-47534-9\\_12},\n  doi          = {10.1007/978-0-387-47534-9\\_12},\n  timestamp    = {Mon, 28 Aug 2023 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/series/ads/PapadimitriouSF07.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n TKDE Guidelines for Survey Papers.\n \n \n \n \n\n\n \n Clifton, C. W.; Wu, X.; and Faloutsos, C.\n\n\n \n\n\n\n IEEE Trans. Knowl. Data Eng., 19(11): 1449. 2007.\n \n\n\n\n
\n\n\n\n \n \n \"TKDEPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/tkde/CliftonWF07,\n  author       = {Christopher W. Clifton and\n                  Xindong Wu and\n                  Christos Faloutsos},\n  title        = {{TKDE} Guidelines for Survey Papers},\n  journal      = {{IEEE} Trans. Knowl. Data Eng.},\n  volume       = {19},\n  number       = {11},\n  pages        = {1449},\n  year         = {2007},\n  url          = {https://doi.org/10.1109/TKDE.2007.190685},\n  doi          = {10.1109/TKDE.2007.190685},\n  timestamp    = {Sun, 02 Jun 2019 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/tkde/CliftonWF07.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n  \n 2006\n \n \n (21)\n \n \n
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\n \n\n \n \n \n \n \n \n Graph mining: Laws, generators, and algorithms.\n \n \n \n \n\n\n \n Chakrabarti, D.; and Faloutsos, C.\n\n\n \n\n\n\n ACM Comput. Surv., 38(1): 2. 2006.\n \n\n\n\n
\n\n\n\n \n \n \"GraphPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/csur/ChakrabartiF06,\n  author       = {Deepayan Chakrabarti and\n                  Christos Faloutsos},\n  title        = {Graph mining: Laws, generators, and algorithms},\n  journal      = {{ACM} Comput. Surv.},\n  volume       = {38},\n  number       = {1},\n  pages        = {2},\n  year         = {2006},\n  url          = {https://doi.org/10.1145/1132952.1132954},\n  doi          = {10.1145/1132952.1132954},\n  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/csur/ChakrabartiF06.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Spatial Query Estimation without the Local Uniformity Assumption.\n \n \n \n \n\n\n \n Tao, Y.; Faloutsos, C.; and Papadias, D.\n\n\n \n\n\n\n GeoInformatica, 10(3): 261–293. 2006.\n \n\n\n\n
\n\n\n\n \n \n \"SpatialPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/geoinformatica/TaoFP06,\n  author       = {Yufei Tao and\n                  Christos Faloutsos and\n                  Dimitris Papadias},\n  title        = {Spatial Query Estimation without the Local Uniformity Assumption},\n  journal      = {GeoInformatica},\n  volume       = {10},\n  number       = {3},\n  pages        = {261--293},\n  year         = {2006},\n  url          = {https://doi.org/10.1007/s10707-006-9828-7},\n  doi          = {10.1007/S10707-006-9828-7},\n  timestamp    = {Thu, 29 Sep 2022 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/geoinformatica/TaoFP06.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Example-Based Outlier Detection for High Dimensional Datasets.\n \n \n \n \n\n\n \n Zhu, C.; Kitagawa, H.; and Faloutsos, C.\n\n\n \n\n\n\n Inf. Media Technol., 1(1): 92–101. 2006.\n \n\n\n\n
\n\n\n\n \n \n \"Example-BasedPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/imt/ZhuKF06,\n  author       = {Cui Zhu and\n                  Hiroyuki Kitagawa and\n                  Christos Faloutsos},\n  title        = {Example-Based Outlier Detection for High Dimensional Datasets},\n  journal      = {Inf. Media Technol.},\n  volume       = {1},\n  number       = {1},\n  pages        = {92--101},\n  year         = {2006},\n  url          = {https://doi.org/10.11185/imt.1.92},\n  doi          = {10.11185/IMT.1.92},\n  timestamp    = {Mon, 26 Aug 2024 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/imt/ZhuKF06.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Efficient Discovery of Unusual Patterns in Time Series.\n \n \n \n \n\n\n \n de Sousa, E. P. M.; Traina, A. J. M.; Jr., C. T.; and Faloutsos, C.\n\n\n \n\n\n\n New Gener. Comput., 25(1): 33–60. 2006.\n \n\n\n\n
\n\n\n\n \n \n \"EfficientPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/ngc/SousaTTF06,\n  author       = {Elaine P. M. de Sousa and\n                  Agma J. M. Traina and\n                  Caetano Traina Jr. and\n                  Christos Faloutsos},\n  title        = {Efficient Discovery of Unusual Patterns in Time Series},\n  journal      = {New Gener. Comput.},\n  volume       = {25},\n  number       = {1},\n  pages        = {33--60},\n  year         = {2006},\n  url          = {https://doi.org/10.1007/s00354-006-0003-3},\n  doi          = {10.1007/S00354-006-0003-3},\n  timestamp    = {Sun, 06 Oct 2024 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/ngc/SousaTTF06.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n InteMon: continuous mining of sensor data in large-scale self-infrastructures.\n \n \n \n \n\n\n \n Hoke, E.; Sun, J.; Strunk, J. D.; Ganger, G. R.; and Faloutsos, C.\n\n\n \n\n\n\n ACM SIGOPS Oper. Syst. Rev., 40(3): 38–44. 2006.\n \n\n\n\n
\n\n\n\n \n \n \"InteMon:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/sigops/HokeSSGF06,\n  author       = {Evan Hoke and\n                  Jimeng Sun and\n                  John D. Strunk and\n                  Gregory R. Ganger and\n                  Christos Faloutsos},\n  title        = {InteMon: continuous mining of sensor data in large-scale self-infrastructures},\n  journal      = {{ACM} {SIGOPS} Oper. Syst. Rev.},\n  volume       = {40},\n  number       = {3},\n  pages        = {38--44},\n  year         = {2006},\n  url          = {https://doi.org/10.1145/1151374.1151384},\n  doi          = {10.1145/1151374.1151384},\n  timestamp    = {Mon, 28 Aug 2023 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/sigops/HokeSSGF06.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Efficient processing of complex similarity queries in RDBMS through query rewriting.\n \n \n \n \n\n\n \n Jr., C. T.; Traina, A. J. M.; Vieira, M. R.; Arantes, A. S.; and Faloutsos, C.\n\n\n \n\n\n\n In Yu, P. S.; Tsotras, V. J.; Fox, E. A.; and Liu, B., editor(s), Proceedings of the 2006 ACM CIKM International Conference on Information and Knowledge Management, Arlington, Virginia, USA, November 6-11, 2006, pages 4–13, 2006. ACM\n \n\n\n\n
\n\n\n\n \n \n \"EfficientPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/cikm/TrainaTVAF06,\n  author       = {Caetano Traina Jr. and\n                  Agma J. M. Traina and\n                  Marcos R. Vieira and\n                  Adriano S. Arantes and\n                  Christos Faloutsos},\n  editor       = {Philip S. Yu and\n                  Vassilis J. Tsotras and\n                  Edward A. Fox and\n                  Bing Liu},\n  title        = {Efficient processing of complex similarity queries in {RDBMS} through\n                  query rewriting},\n  booktitle    = {Proceedings of the 2006 {ACM} {CIKM} International Conference on Information\n                  and Knowledge Management, Arlington, Virginia, USA, November 6-11,\n                  2006},\n  pages        = {4--13},\n  publisher    = {{ACM}},\n  year         = {2006},\n  url          = {https://doi.org/10.1145/1183614.1183620},\n  doi          = {10.1145/1183614.1183620},\n  timestamp    = {Sun, 06 Oct 2024 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/cikm/TrainaTVAF06.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Intelligent system monitoring on large clusters.\n \n \n \n \n\n\n \n Sun, J.; Hoke, E.; Strunk, J. D.; Ganger, G. R.; and Faloutsos, C.\n\n\n \n\n\n\n In Labrinidis, A.; and Madden, S., editor(s), Proceedings of the 3rd Workshop on Data Management for Sensor Networks, in conjunction with VLDB, DMSN 2006, Seoul, Korea, September 11, 2006, of ACM International Conference Proceeding Series, pages 47–52, 2006. ACM\n \n\n\n\n
\n\n\n\n \n \n \"IntelligentPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/dmsn/SunHSGF06,\n  author       = {Jimeng Sun and\n                  Evan Hoke and\n                  John D. Strunk and\n                  Gregory R. Ganger and\n                  Christos Faloutsos},\n  editor       = {Alexandros Labrinidis and\n                  Samuel Madden},\n  title        = {Intelligent system monitoring on large clusters},\n  booktitle    = {Proceedings of the 3rd Workshop on Data Management for Sensor Networks,\n                  in conjunction with VLDB, {DMSN} 2006, Seoul, Korea, September 11,\n                  2006},\n  series       = {{ACM} International Conference Proceeding Series},\n  pages        = {47--52},\n  publisher    = {{ACM}},\n  year         = {2006},\n  url          = {https://doi.org/10.1145/1315903.1315914},\n  doi          = {10.1145/1315903.1315914},\n  timestamp    = {Mon, 28 Aug 2023 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/dmsn/SunHSGF06.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Fast Random Walk with Restart and Its Applications.\n \n \n \n \n\n\n \n Tong, H.; Faloutsos, C.; and Pan, J.\n\n\n \n\n\n\n In Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 18-22 December 2006, Hong Kong, China, pages 613–622, 2006. IEEE Computer Society\n \n\n\n\n
\n\n\n\n \n \n \"FastPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/icdm/TongFP06,\n  author       = {Hanghang Tong and\n                  Christos Faloutsos and\n                  Jia{-}Yu Pan},\n  title        = {Fast Random Walk with Restart and Its Applications},\n  booktitle    = {Proceedings of the 6th {IEEE} International Conference on Data Mining\n                  {(ICDM} 2006), 18-22 December 2006, Hong Kong, China},\n  pages        = {613--622},\n  publisher    = {{IEEE} Computer Society},\n  year         = {2006},\n  url          = {https://doi.org/10.1109/ICDM.2006.70},\n  doi          = {10.1109/ICDM.2006.70},\n  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/icdm/TongFP06.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n SuperGraph Visualization.\n \n \n \n \n\n\n \n Jr., J. F. R.; Traina, A. J. M.; Faloutsos, C.; and Jr., C. T.\n\n\n \n\n\n\n In Eigth IEEE International Symposium on Multimedia (ISM 2006), 11-13 December 2006, San Diego, CA, USA, pages 227–234, 2006. IEEE Computer Society\n \n\n\n\n
\n\n\n\n \n \n \"SuperGraphPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/ism/RodriguesTFT06,\n  author       = {Jos{\\'{e}} Fernando Rodrigues Jr. and\n                  Agma J. M. Traina and\n                  Christos Faloutsos and\n                  Caetano Traina Jr.},\n  title        = {SuperGraph Visualization},\n  booktitle    = {Eigth {IEEE} International Symposium on Multimedia {(ISM} 2006), 11-13\n                  December 2006, San Diego, CA, {USA}},\n  pages        = {227--234},\n  publisher    = {{IEEE} Computer Society},\n  year         = {2006},\n  url          = {https://doi.org/10.1109/ISM.2006.143},\n  doi          = {10.1109/ISM.2006.143},\n  timestamp    = {Sun, 06 Oct 2024 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/ism/RodriguesTFT06.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Robust information-theoretic clustering.\n \n \n \n \n\n\n \n Böhm, C.; Faloutsos, C.; Pan, J.; and Plant, C.\n\n\n \n\n\n\n In Eliassi-Rad, T.; Ungar, L. H.; Craven, M.; and Gunopulos, D., editor(s), Proceedings of the Twelfth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Philadelphia, PA, USA, August 20-23, 2006, pages 65–75, 2006. ACM\n \n\n\n\n
\n\n\n\n \n \n \"RobustPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/kdd/BohmFPP06,\n  author       = {Christian B{\\"{o}}hm and\n                  Christos Faloutsos and\n                  Jia{-}Yu Pan and\n                  Claudia Plant},\n  editor       = {Tina Eliassi{-}Rad and\n                  Lyle H. Ungar and\n                  Mark Craven and\n                  Dimitrios Gunopulos},\n  title        = {Robust information-theoretic clustering},\n  booktitle    = {Proceedings of the Twelfth {ACM} {SIGKDD} International Conference\n                  on Knowledge Discovery and Data Mining, Philadelphia, PA, USA, August\n                  20-23, 2006},\n  pages        = {65--75},\n  publisher    = {{ACM}},\n  year         = {2006},\n  url          = {https://doi.org/10.1145/1150402.1150414},\n  doi          = {10.1145/1150402.1150414},\n  timestamp    = {Tue, 30 Jan 2024 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/kdd/BohmFPP06.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Beyond streams and graphs: dynamic tensor analysis.\n \n \n \n \n\n\n \n Sun, J.; Tao, D.; and Faloutsos, C.\n\n\n \n\n\n\n In Eliassi-Rad, T.; Ungar, L. H.; Craven, M.; and Gunopulos, D., editor(s), Proceedings of the Twelfth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Philadelphia, PA, USA, August 20-23, 2006, pages 374–383, 2006. ACM\n \n\n\n\n
\n\n\n\n \n \n \"BeyondPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/kdd/SunTF06,\n  author       = {Jimeng Sun and\n                  Dacheng Tao and\n                  Christos Faloutsos},\n  editor       = {Tina Eliassi{-}Rad and\n                  Lyle H. Ungar and\n                  Mark Craven and\n                  Dimitrios Gunopulos},\n  title        = {Beyond streams and graphs: dynamic tensor analysis},\n  booktitle    = {Proceedings of the Twelfth {ACM} {SIGKDD} International Conference\n                  on Knowledge Discovery and Data Mining, Philadelphia, PA, USA, August\n                  20-23, 2006},\n  pages        = {374--383},\n  publisher    = {{ACM}},\n  year         = {2006},\n  url          = {https://doi.org/10.1145/1150402.1150445},\n  doi          = {10.1145/1150402.1150445},\n  timestamp    = {Mon, 28 Aug 2023 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/kdd/SunTF06.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Center-piece subgraphs: problem definition and fast solutions.\n \n \n \n \n\n\n \n Tong, H.; and Faloutsos, C.\n\n\n \n\n\n\n In Eliassi-Rad, T.; Ungar, L. H.; Craven, M.; and Gunopulos, D., editor(s), Proceedings of the Twelfth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Philadelphia, PA, USA, August 20-23, 2006, pages 404–413, 2006. ACM\n \n\n\n\n
\n\n\n\n \n \n \"Center-piecePaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/kdd/TongF06,\n  author       = {Hanghang Tong and\n                  Christos Faloutsos},\n  editor       = {Tina Eliassi{-}Rad and\n                  Lyle H. Ungar and\n                  Mark Craven and\n                  Dimitrios Gunopulos},\n  title        = {Center-piece subgraphs: problem definition and fast solutions},\n  booktitle    = {Proceedings of the Twelfth {ACM} {SIGKDD} International Conference\n                  on Knowledge Discovery and Data Mining, Philadelphia, PA, USA, August\n                  20-23, 2006},\n  pages        = {404--413},\n  publisher    = {{ACM}},\n  year         = {2006},\n  url          = {https://doi.org/10.1145/1150402.1150448},\n  doi          = {10.1145/1150402.1150448},\n  timestamp    = {Sun, 02 Jun 2019 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/kdd/TongF06.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Sampling from large graphs.\n \n \n \n \n\n\n \n Leskovec, J.; and Faloutsos, C.\n\n\n \n\n\n\n In Eliassi-Rad, T.; Ungar, L. H.; Craven, M.; and Gunopulos, D., editor(s), Proceedings of the Twelfth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Philadelphia, PA, USA, August 20-23, 2006, pages 631–636, 2006. ACM\n \n\n\n\n
\n\n\n\n \n \n \"SamplingPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/kdd/LeskovecF06,\n  author       = {Jure Leskovec and\n                  Christos Faloutsos},\n  editor       = {Tina Eliassi{-}Rad and\n                  Lyle H. Ungar and\n                  Mark Craven and\n                  Dimitrios Gunopulos},\n  title        = {Sampling from large graphs},\n  booktitle    = {Proceedings of the Twelfth {ACM} {SIGKDD} International Conference\n                  on Knowledge Discovery and Data Mining, Philadelphia, PA, USA, August\n                  20-23, 2006},\n  pages        = {631--636},\n  publisher    = {{ACM}},\n  year         = {2006},\n  url          = {https://doi.org/10.1145/1150402.1150479},\n  doi          = {10.1145/1150402.1150479},\n  timestamp    = {Sun, 02 Jun 2019 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/kdd/LeskovecF06.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Automatic mining of fruit fly embryo images.\n \n \n \n \n\n\n \n Pan, J.; Balan, A. G. R.; Xing, E. P.; Traina, A. J. M.; and Faloutsos, C.\n\n\n \n\n\n\n In Eliassi-Rad, T.; Ungar, L. H.; Craven, M.; and Gunopulos, D., editor(s), Proceedings of the Twelfth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Philadelphia, PA, USA, August 20-23, 2006, pages 693–698, 2006. ACM\n \n\n\n\n
\n\n\n\n \n \n \"AutomaticPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/kdd/PanGBXTF06,\n  author       = {Jia{-}Yu Pan and\n                  Andr{\\'{e}} G. R. Balan and\n                  Eric P. Xing and\n                  Agma J. M. Traina and\n                  Christos Faloutsos},\n  editor       = {Tina Eliassi{-}Rad and\n                  Lyle H. Ungar and\n                  Mark Craven and\n                  Dimitrios Gunopulos},\n  title        = {Automatic mining of fruit fly embryo images},\n  booktitle    = {Proceedings of the Twelfth {ACM} {SIGKDD} International Conference\n                  on Knowledge Discovery and Data Mining, Philadelphia, PA, USA, August\n                  20-23, 2006},\n  pages        = {693--698},\n  publisher    = {{ACM}},\n  year         = {2006},\n  url          = {https://doi.org/10.1145/1150402.1150489},\n  doi          = {10.1145/1150402.1150489},\n  timestamp    = {Sun, 02 Jun 2019 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/kdd/PanGBXTF06.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Distributed Pattern Discovery in Multiple Streams.\n \n \n \n \n\n\n \n Sun, J.; Papadimitriou, S.; and Faloutsos, C.\n\n\n \n\n\n\n In Ng, W. K.; Kitsuregawa, M.; Li, J.; and Chang, K., editor(s), Advances in Knowledge Discovery and Data Mining, 10th Pacific-Asia Conference, PAKDD 2006, Singapore, April 9-12, 2006, Proceedings, volume 3918, of Lecture Notes in Computer Science, pages 713–718, 2006. Springer\n \n\n\n\n
\n\n\n\n \n \n \"DistributedPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/pakdd/SunPF06,\n  author       = {Jimeng Sun and\n                  Spiros Papadimitriou and\n                  Christos Faloutsos},\n  editor       = {Wee Keong Ng and\n                  Masaru Kitsuregawa and\n                  Jianzhong Li and\n                  Kuiyu Chang},\n  title        = {Distributed Pattern Discovery in Multiple Streams},\n  booktitle    = {Advances in Knowledge Discovery and Data Mining, 10th Pacific-Asia\n                  Conference, {PAKDD} 2006, Singapore, April 9-12, 2006, Proceedings},\n  series       = {Lecture Notes in Computer Science},\n  volume       = {3918},\n  pages        = {713--718},\n  publisher    = {Springer},\n  year         = {2006},\n  url          = {https://doi.org/10.1007/11731139\\_82},\n  doi          = {10.1007/11731139\\_82},\n  timestamp    = {Mon, 28 Aug 2023 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/pakdd/SunPF06.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n An Adaptive Two-Phase Approach to WiFi Location Sensing.\n \n \n \n \n\n\n \n Ho, W.; Smailagic, A.; Siewiorek, D. P.; and Faloutsos, C.\n\n\n \n\n\n\n In 4th IEEE Conference on Pervasive Computing and Communications Workshops (PerCom 2006 Workshops), 13-17 March 2006, Pisa, Italy, pages 452–456, 2006. IEEE Computer Society\n \n\n\n\n
\n\n\n\n \n \n \"AnPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/percom/HoSSF06,\n  author       = {Wenyao Ho and\n                  Asim Smailagic and\n                  Daniel P. Siewiorek and\n                  Christos Faloutsos},\n  title        = {An Adaptive Two-Phase Approach to WiFi Location Sensing},\n  booktitle    = {4th {IEEE} Conference on Pervasive Computing and Communications Workshops\n                  (PerCom 2006 Workshops), 13-17 March 2006, Pisa, Italy},\n  pages        = {452--456},\n  publisher    = {{IEEE} Computer Society},\n  year         = {2006},\n  url          = {https://doi.org/10.1109/PERCOMW.2006.18},\n  doi          = {10.1109/PERCOMW.2006.18},\n  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/percom/HoSSF06.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Detecting Fraudulent Personalities in Networks of Online Auctioneers.\n \n \n \n \n\n\n \n Chau, D. H.; Pandit, S.; and Faloutsos, C.\n\n\n \n\n\n\n In Fürnkranz, J.; Scheffer, T.; and Spiliopoulou, M., editor(s), Knowledge Discovery in Databases: PKDD 2006, 10th European Conference on Principles and Practice of Knowledge Discovery in Databases, Berlin, Germany, September 18-22, 2006, Proceedings, volume 4213, of Lecture Notes in Computer Science, pages 103–114, 2006. Springer\n \n\n\n\n
\n\n\n\n \n \n \"DetectingPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/pkdd/ChauPF06,\n  author       = {Duen Horng Chau and\n                  Shashank Pandit and\n                  Christos Faloutsos},\n  editor       = {Johannes F{\\"{u}}rnkranz and\n                  Tobias Scheffer and\n                  Myra Spiliopoulou},\n  title        = {Detecting Fraudulent Personalities in Networks of Online Auctioneers},\n  booktitle    = {Knowledge Discovery in Databases: {PKDD} 2006, 10th European Conference\n                  on Principles and Practice of Knowledge Discovery in Databases, Berlin,\n                  Germany, September 18-22, 2006, Proceedings},\n  series       = {Lecture Notes in Computer Science},\n  volume       = {4213},\n  pages        = {103--114},\n  publisher    = {Springer},\n  year         = {2006},\n  url          = {https://doi.org/10.1007/11871637\\_14},\n  doi          = {10.1007/11871637\\_14},\n  timestamp    = {Fri, 09 Apr 2021 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/pkdd/ChauPF06.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Evaluating the intrinsic dimension of evolving data streams.\n \n \n \n \n\n\n \n de Sousa, E. P. M.; Traina, A. J. M.; Jr., C. T.; and Faloutsos, C.\n\n\n \n\n\n\n In Haddad, H., editor(s), Proceedings of the 2006 ACM Symposium on Applied Computing (SAC), Dijon, France, April 23-27, 2006, pages 643–648, 2006. ACM\n \n\n\n\n
\n\n\n\n \n \n \"EvaluatingPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/sac/SousaTTF06,\n  author       = {Elaine P. M. de Sousa and\n                  Agma J. M. Traina and\n                  Caetano Traina Jr. and\n                  Christos Faloutsos},\n  editor       = {Hisham Haddad},\n  title        = {Evaluating the intrinsic dimension of evolving data streams},\n  booktitle    = {Proceedings of the 2006 {ACM} Symposium on Applied Computing (SAC),\n                  Dijon, France, April 23-27, 2006},\n  pages        = {643--648},\n  publisher    = {{ACM}},\n  year         = {2006},\n  url          = {https://doi.org/10.1145/1141277.1141426},\n  doi          = {10.1145/1141277.1141426},\n  timestamp    = {Sun, 06 Oct 2024 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/sac/SousaTTF06.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Data Mining Using Fractals and Power Laws.\n \n \n \n \n\n\n \n Faloutsos, C.\n\n\n \n\n\n\n In Antoniou, G.; Potamias, G.; Spyropoulos, C.; and Plexousakis, D., editor(s), Advances in Artificial Intelligence, 4th Helenic Conference on AI, SETN 2006, Heraklion, Crete, Greece, May 18-20, 2006, Proceedings, volume 3955, of Lecture Notes in Computer Science, pages 2, 2006. Springer\n \n\n\n\n
\n\n\n\n \n \n \"DataPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/setn/Faloutsos06,\n  author       = {Christos Faloutsos},\n  editor       = {Grigoris Antoniou and\n                  George Potamias and\n                  Costas Spyropoulos and\n                  Dimitris Plexousakis},\n  title        = {Data Mining Using Fractals and Power Laws},\n  booktitle    = {Advances in Artificial Intelligence, 4th Helenic Conference on AI,\n                  {SETN} 2006, Heraklion, Crete, Greece, May 18-20, 2006, Proceedings},\n  series       = {Lecture Notes in Computer Science},\n  volume       = {3955},\n  pages        = {2},\n  publisher    = {Springer},\n  year         = {2006},\n  url          = {https://doi.org/10.1007/11752912\\_2},\n  doi          = {10.1007/11752912\\_2},\n  timestamp    = {Sun, 02 Jun 2019 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/setn/Faloutsos06.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n GMine: A System for Scalable, Interactive Graph Visualization and Mining.\n \n \n \n \n\n\n \n Jr., J. F. R.; Tong, H.; Traina, A. J. M.; Faloutsos, C.; and Leskovec, J.\n\n\n \n\n\n\n In Dayal, U.; Whang, K.; Lomet, D. B.; Alonso, G.; Lohman, G. M.; Kersten, M. L.; Cha, S. K.; and Kim, Y., editor(s), Proceedings of the 32nd International Conference on Very Large Data Bases, Seoul, Korea, September 12-15, 2006, pages 1195–1198, 2006. ACM\n \n\n\n\n
\n\n\n\n \n \n \"GMine:Paper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/vldb/RodriguesTTFL06,\n  author       = {Jos{\\'{e}} Fernando Rodrigues Jr. and\n                  Hanghang Tong and\n                  Agma J. M. Traina and\n                  Christos Faloutsos and\n                  Jure Leskovec},\n  editor       = {Umeshwar Dayal and\n                  Kyu{-}Young Whang and\n                  David B. Lomet and\n                  Gustavo Alonso and\n                  Guy M. Lohman and\n                  Martin L. Kersten and\n                  Sang Kyun Cha and\n                  Young{-}Kuk Kim},\n  title        = {GMine: {A} System for Scalable, Interactive Graph Visualization and\n                  Mining},\n  booktitle    = {Proceedings of the 32nd International Conference on Very Large Data\n                  Bases, Seoul, Korea, September 12-15, 2006},\n  pages        = {1195--1198},\n  publisher    = {{ACM}},\n  year         = {2006},\n  url          = {http://dl.acm.org/citation.cfm?id=1164242},\n  timestamp    = {Thu, 12 Mar 2020 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/vldb/RodriguesTTFL06.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n InteMon: Intelligent System Monitoring on Large Clusters.\n \n \n \n \n\n\n \n Hoke, E.; Sun, J.; and Faloutsos, C.\n\n\n \n\n\n\n In Dayal, U.; Whang, K.; Lomet, D. B.; Alonso, G.; Lohman, G. M.; Kersten, M. L.; Cha, S. K.; and Kim, Y., editor(s), Proceedings of the 32nd International Conference on Very Large Data Bases, Seoul, Korea, September 12-15, 2006, pages 1239–1242, 2006. ACM\n \n\n\n\n
\n\n\n\n \n \n \"InteMon:Paper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/vldb/HokeSF06,\n  author       = {Evan Hoke and\n                  Jimeng Sun and\n                  Christos Faloutsos},\n  editor       = {Umeshwar Dayal and\n                  Kyu{-}Young Whang and\n                  David B. Lomet and\n                  Gustavo Alonso and\n                  Guy M. Lohman and\n                  Martin L. Kersten and\n                  Sang Kyun Cha and\n                  Young{-}Kuk Kim},\n  title        = {InteMon: Intelligent System Monitoring on Large Clusters},\n  booktitle    = {Proceedings of the 32nd International Conference on Very Large Data\n                  Bases, Seoul, Korea, September 12-15, 2006},\n  pages        = {1239--1242},\n  publisher    = {{ACM}},\n  year         = {2006},\n  url          = {http://dl.acm.org/citation.cfm?id=1164253},\n  timestamp    = {Mon, 28 Aug 2023 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/vldb/HokeSF06.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n  \n 2005\n \n \n (19)\n \n \n
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\n \n\n \n \n \n \n \n \n Fast estimation of fractal dimension and correlation integral on stream data.\n \n \n \n \n\n\n \n Wong, A.; Wu, L.; Gibbons, P. B.; and Faloutsos, C.\n\n\n \n\n\n\n Inf. Process. Lett., 93(2): 91–97. 2005.\n \n\n\n\n
\n\n\n\n \n \n \"FastPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/ipl/WongWGF05,\n  author       = {Angeline Wong and\n                  Leejay Wu and\n                  Phillip B. Gibbons and\n                  Christos Faloutsos},\n  title        = {Fast estimation of fractal dimension and correlation integral on stream\n                  data},\n  journal      = {Inf. Process. Lett.},\n  volume       = {93},\n  number       = {2},\n  pages        = {91--97},\n  year         = {2005},\n  url          = {https://doi.org/10.1016/j.ipl.2004.09.018},\n  doi          = {10.1016/J.IPL.2004.09.018},\n  timestamp    = {Sun, 02 Jun 2019 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/ipl/WongWGF05.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Relevance search and anomaly detection in bipartite graphs.\n \n \n \n \n\n\n \n Sun, J.; Qu, H.; Chakrabarti, D.; and Faloutsos, C.\n\n\n \n\n\n\n SIGKDD Explor., 7(2): 48–55. 2005.\n \n\n\n\n
\n\n\n\n \n \n \"RelevancePaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/sigkdd/SunQCF05,\n  author       = {Jimeng Sun and\n                  Huiming Qu and\n                  Deepayan Chakrabarti and\n                  Christos Faloutsos},\n  title        = {Relevance search and anomaly detection in bipartite graphs},\n  journal      = {{SIGKDD} Explor.},\n  volume       = {7},\n  number       = {2},\n  pages        = {48--55},\n  year         = {2005},\n  url          = {https://doi.org/10.1145/1117454.1117461},\n  doi          = {10.1145/1117454.1117461},\n  timestamp    = {Mon, 28 Aug 2023 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/sigkdd/SunQCF05.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n On Multidimensional Data and Modern Disks.\n \n \n \n \n\n\n \n Schlosser, S. W.; Schindler, J.; Papadomanolakis, S.; Shao, M.; Ailamaki, A.; Faloutsos, C.; and Ganger, G. R.\n\n\n \n\n\n\n In Gibson, G., editor(s), Proceedings of the FAST '05 Conference on File and Storage Technologies, December 13-16, 2005, San Francisco, California, USA, 2005. USENIX\n \n\n\n\n
\n\n\n\n \n \n \"OnPaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/fast/SchlosserSPSAFG05,\n  author       = {Steven W. Schlosser and\n                  Jiri Schindler and\n                  Stratos Papadomanolakis and\n                  Minglong Shao and\n                  Anastassia Ailamaki and\n                  Christos Faloutsos and\n                  Gregory R. Ganger},\n  editor       = {Garth Gibson},\n  title        = {On Multidimensional Data and Modern Disks},\n  booktitle    = {Proceedings of the {FAST} '05 Conference on File and Storage Technologies,\n                  December 13-16, 2005, San Francisco, California, {USA}},\n  publisher    = {{USENIX}},\n  year         = {2005},\n  url          = {http://www.usenix.org/events/fast05/tech/schlosser.html},\n  timestamp    = {Tue, 02 Feb 2021 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/fast/SchlosserSPSAFG05.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n AutoLag: Automatic Discovery of Lag Correlations in Stream Data.\n \n \n \n \n\n\n \n Sakurai, Y.; Papadimitriou, S.; and Faloutsos, C.\n\n\n \n\n\n\n In Aberer, K.; Franklin, M. J.; and Nishio, S., editor(s), Proceedings of the 21st International Conference on Data Engineering, ICDE 2005, 5-8 April 2005, Tokyo, Japan, pages 159–160, 2005. IEEE Computer Society\n \n\n\n\n
\n\n\n\n \n \n \"AutoLag:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/icde/SakuraiPF05,\n  author       = {Yasushi Sakurai and\n                  Spiros Papadimitriou and\n                  Christos Faloutsos},\n  editor       = {Karl Aberer and\n                  Michael J. Franklin and\n                  Shojiro Nishio},\n  title        = {AutoLag: Automatic Discovery of Lag Correlations in Stream Data},\n  booktitle    = {Proceedings of the 21st International Conference on Data Engineering,\n                  {ICDE} 2005, 5-8 April 2005, Tokyo, Japan},\n  pages        = {159--160},\n  publisher    = {{IEEE} Computer Society},\n  year         = {2005},\n  url          = {https://doi.org/10.1109/ICDE.2005.24},\n  doi          = {10.1109/ICDE.2005.24},\n  timestamp    = {Thu, 23 Mar 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/icde/SakuraiPF05.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n A Multiresolution Symbolic Representation of Time Series.\n \n \n \n \n\n\n \n Megalooikonomou, V.; Wang, Q.; Li, G.; and Faloutsos, C.\n\n\n \n\n\n\n In Aberer, K.; Franklin, M. J.; and Nishio, S., editor(s), Proceedings of the 21st International Conference on Data Engineering, ICDE 2005, 5-8 April 2005, Tokyo, Japan, pages 668–679, 2005. IEEE Computer Society\n \n\n\n\n
\n\n\n\n \n \n \"APaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/icde/MegalooikonomouWLF05,\n  author       = {Vasileios Megalooikonomou and\n                  Qiang Wang and\n                  Guo Li and\n                  Christos Faloutsos},\n  editor       = {Karl Aberer and\n                  Michael J. Franklin and\n                  Shojiro Nishio},\n  title        = {A Multiresolution Symbolic Representation of Time Series},\n  booktitle    = {Proceedings of the 21st International Conference on Data Engineering,\n                  {ICDE} 2005, 5-8 April 2005, Tokyo, Japan},\n  pages        = {668--679},\n  publisher    = {{IEEE} Computer Society},\n  year         = {2005},\n  url          = {https://doi.org/10.1109/ICDE.2005.10},\n  doi          = {10.1109/ICDE.2005.10},\n  timestamp    = {Thu, 23 Mar 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/icde/MegalooikonomouWLF05.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Online Latent Variable Detection in Sensor Networks.\n \n \n \n \n\n\n \n Sun, J.; Papadimitriou, S.; and Faloutsos, C.\n\n\n \n\n\n\n In Aberer, K.; Franklin, M. J.; and Nishio, S., editor(s), Proceedings of the 21st International Conference on Data Engineering, ICDE 2005, 5-8 April 2005, Tokyo, Japan, pages 1126–1127, 2005. IEEE Computer Society\n \n\n\n\n
\n\n\n\n \n \n \"OnlinePaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/icde/SunPF05,\n  author       = {Jimeng Sun and\n                  Spiros Papadimitriou and\n                  Christos Faloutsos},\n  editor       = {Karl Aberer and\n                  Michael J. Franklin and\n                  Shojiro Nishio},\n  title        = {Online Latent Variable Detection in Sensor Networks},\n  booktitle    = {Proceedings of the 21st International Conference on Data Engineering,\n                  {ICDE} 2005, 5-8 April 2005, Tokyo, Japan},\n  pages        = {1126--1127},\n  publisher    = {{IEEE} Computer Society},\n  year         = {2005},\n  url          = {https://doi.org/10.1109/ICDE.2005.100},\n  doi          = {10.1109/ICDE.2005.100},\n  timestamp    = {Mon, 28 Aug 2023 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/icde/SunPF05.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n ViVo: Visual Vocabulary Construction for Mining Biomedical Images.\n \n \n \n \n\n\n \n Bhattacharya, A.; Ljosa, V.; Pan, J.; Verardo, M. R.; Yang, H.; Faloutsos, C.; and Singh, A. K.\n\n\n \n\n\n\n In Proceedings of the 5th IEEE International Conference on Data Mining (ICDM 2005), 27-30 November 2005, Houston, Texas, USA, pages 50–57, 2005. IEEE Computer Society\n \n\n\n\n
\n\n\n\n \n \n \"ViVo:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/icdm/BhattacharyaLPVYFS05,\n  author       = {Arnab Bhattacharya and\n                  Vebjorn Ljosa and\n                  Jia{-}Yu Pan and\n                  Mark R. Verardo and\n                  Hyung{-}Jeong Yang and\n                  Christos Faloutsos and\n                  Ambuj K. Singh},\n  title        = {ViVo: Visual Vocabulary Construction for Mining Biomedical Images},\n  booktitle    = {Proceedings of the 5th {IEEE} International Conference on Data Mining\n                  {(ICDM} 2005), 27-30 November 2005, Houston, Texas, {USA}},\n  pages        = {50--57},\n  publisher    = {{IEEE} Computer Society},\n  year         = {2005},\n  url          = {https://doi.org/10.1109/ICDM.2005.151},\n  doi          = {10.1109/ICDM.2005.151},\n  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/icdm/BhattacharyaLPVYFS05.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Parameter-Free Spatial Data Mining Using MDL.\n \n \n \n \n\n\n \n Papadimitriou, S.; Gionis, A.; Tsaparas, P.; Väisänen, R. A.; Mannila, H.; and Faloutsos, C.\n\n\n \n\n\n\n In Proceedings of the 5th IEEE International Conference on Data Mining (ICDM 2005), 27-30 November 2005, Houston, Texas, USA, pages 346–353, 2005. IEEE Computer Society\n \n\n\n\n
\n\n\n\n \n \n \"Parameter-FreePaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/icdm/PapadimitriouGTVMF05,\n  author       = {Spiros Papadimitriou and\n                  Aristides Gionis and\n                  Panayiotis Tsaparas and\n                  Risto A. V{\\"{a}}is{\\"{a}}nen and\n                  Heikki Mannila and\n                  Christos Faloutsos},\n  title        = {Parameter-Free Spatial Data Mining Using {MDL}},\n  booktitle    = {Proceedings of the 5th {IEEE} International Conference on Data Mining\n                  {(ICDM} 2005), 27-30 November 2005, Houston, Texas, {USA}},\n  pages        = {346--353},\n  publisher    = {{IEEE} Computer Society},\n  year         = {2005},\n  url          = {https://doi.org/10.1109/ICDM.2005.117},\n  doi          = {10.1109/ICDM.2005.117},\n  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/icdm/PapadimitriouGTVMF05.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Neighborhood Formation and Anomaly Detection in Bipartite Graphs.\n \n \n \n \n\n\n \n Sun, J.; Qu, H.; Chakrabarti, D.; and Faloutsos, C.\n\n\n \n\n\n\n In Proceedings of the 5th IEEE International Conference on Data Mining (ICDM 2005), 27-30 November 2005, Houston, Texas, USA, pages 418–425, 2005. IEEE Computer Society\n \n\n\n\n
\n\n\n\n \n \n \"NeighborhoodPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/icdm/SunQCF05,\n  author       = {Jimeng Sun and\n                  Huiming Qu and\n                  Deepayan Chakrabarti and\n                  Christos Faloutsos},\n  title        = {Neighborhood Formation and Anomaly Detection in Bipartite Graphs},\n  booktitle    = {Proceedings of the 5th {IEEE} International Conference on Data Mining\n                  {(ICDM} 2005), 27-30 November 2005, Houston, Texas, {USA}},\n  pages        = {418--425},\n  publisher    = {{IEEE} Computer Society},\n  year         = {2005},\n  url          = {https://doi.org/10.1109/ICDM.2005.103},\n  doi          = {10.1109/ICDM.2005.103},\n  timestamp    = {Mon, 28 Aug 2023 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/icdm/SunQCF05.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Example-Based Robust Outlier Detection in High Dimensional Datasets.\n \n \n \n \n\n\n \n Zhu, C.; Kitagawa, H.; and Faloutsos, C.\n\n\n \n\n\n\n In Proceedings of the 5th IEEE International Conference on Data Mining (ICDM 2005), 27-30 November 2005, Houston, Texas, USA, pages 829–832, 2005. IEEE Computer Society\n \n\n\n\n
\n\n\n\n \n \n \"Example-BasedPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/icdm/ZhuKF05,\n  author       = {Cui Zhu and\n                  Hiroyuki Kitagawa and\n                  Christos Faloutsos},\n  title        = {Example-Based Robust Outlier Detection in High Dimensional Datasets},\n  booktitle    = {Proceedings of the 5th {IEEE} International Conference on Data Mining\n                  {(ICDM} 2005), 27-30 November 2005, Houston, Texas, {USA}},\n  pages        = {829--832},\n  publisher    = {{IEEE} Computer Society},\n  year         = {2005},\n  url          = {https://doi.org/10.1109/ICDM.2005.59},\n  doi          = {10.1109/ICDM.2005.59},\n  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/icdm/ZhuKF05.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Graphs over time: densification laws, shrinking diameters and possible explanations.\n \n \n \n \n\n\n \n Leskovec, J.; Kleinberg, J. M.; and Faloutsos, C.\n\n\n \n\n\n\n In Grossman, R.; Bayardo, R. J.; and Bennett, K. P., editor(s), Proceedings of the Eleventh ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Chicago, Illinois, USA, August 21-24, 2005, pages 177–187, 2005. ACM\n \n\n\n\n
\n\n\n\n \n \n \"GraphsPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/kdd/LeskovecKF05,\n  author       = {Jure Leskovec and\n                  Jon M. Kleinberg and\n                  Christos Faloutsos},\n  editor       = {Robert Grossman and\n                  Roberto J. Bayardo and\n                  Kristin P. Bennett},\n  title        = {Graphs over time: densification laws, shrinking diameters and possible\n                  explanations},\n  booktitle    = {Proceedings of the Eleventh {ACM} {SIGKDD} International Conference\n                  on Knowledge Discovery and Data Mining, Chicago, Illinois, USA, August\n                  21-24, 2005},\n  pages        = {177--187},\n  publisher    = {{ACM}},\n  year         = {2005},\n  url          = {https://doi.org/10.1145/1081870.1081893},\n  doi          = {10.1145/1081870.1081893},\n  timestamp    = {Sun, 02 Jun 2019 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/kdd/LeskovecKF05.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Realistic, Mathematically Tractable Graph Generation and Evolution, Using Kronecker Multiplication.\n \n \n \n \n\n\n \n Leskovec, J.; Chakrabarti, D.; Kleinberg, J. M.; and Faloutsos, C.\n\n\n \n\n\n\n In Jorge, A.; Torgo, L.; Brazdil, P.; Camacho, R.; and Gama, J., editor(s), Knowledge Discovery in Databases: PKDD 2005, 9th European Conference on Principles and Practice of Knowledge Discovery in Databases, Porto, Portugal, October 3-7, 2005, Proceedings, volume 3721, of Lecture Notes in Computer Science, pages 133–145, 2005. Springer\n \n\n\n\n
\n\n\n\n \n \n \"Realistic,Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/pkdd/LeskovecCKF05,\n  author       = {Jure Leskovec and\n                  Deepayan Chakrabarti and\n                  Jon M. Kleinberg and\n                  Christos Faloutsos},\n  editor       = {Al{\\'{\\i}}pio Jorge and\n                  Lu{\\'{\\i}}s Torgo and\n                  Pavel Brazdil and\n                  Rui Camacho and\n                  Jo{\\~{a}}o Gama},\n  title        = {Realistic, Mathematically Tractable Graph Generation and Evolution,\n                  Using Kronecker Multiplication},\n  booktitle    = {Knowledge Discovery in Databases: {PKDD} 2005, 9th European Conference\n                  on Principles and Practice of Knowledge Discovery in Databases, Porto,\n                  Portugal, October 3-7, 2005, Proceedings},\n  series       = {Lecture Notes in Computer Science},\n  volume       = {3721},\n  pages        = {133--145},\n  publisher    = {Springer},\n  year         = {2005},\n  url          = {https://doi.org/10.1007/11564126\\_17},\n  doi          = {10.1007/11564126\\_17},\n  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/pkdd/LeskovecCKF05.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n FTW: fast similarity search under the time warping distance.\n \n \n \n \n\n\n \n Sakurai, Y.; Yoshikawa, M.; and Faloutsos, C.\n\n\n \n\n\n\n In Li, C., editor(s), Proceedings of the Twenty-fourth ACM SIGACT-SIGMOD-SIGART Symposium on Principles of Database Systems, June 13-15, 2005, Baltimore, Maryland, USA, pages 326–337, 2005. ACM\n \n\n\n\n
\n\n\n\n \n \n \"FTW:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/pods/SakuraiYF05,\n  author       = {Yasushi Sakurai and\n                  Masatoshi Yoshikawa and\n                  Christos Faloutsos},\n  editor       = {Chen Li},\n  title        = {{FTW:} fast similarity search under the time warping distance},\n  booktitle    = {Proceedings of the Twenty-fourth {ACM} {SIGACT-SIGMOD-SIGART} Symposium\n                  on Principles of Database Systems, June 13-15, 2005, Baltimore, Maryland,\n                  {USA}},\n  pages        = {326--337},\n  publisher    = {{ACM}},\n  year         = {2005},\n  url          = {https://doi.org/10.1145/1065167.1065210},\n  doi          = {10.1145/1065167.1065210},\n  timestamp    = {Sun, 02 Jun 2019 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/pods/SakuraiYF05.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n Mining Time Series Data.\n \n \n \n\n\n \n Faloutsos, C.\n\n\n \n\n\n\n In Heuser, C. A., editor(s), 20° Simpósio Brasileiro de Bancos de Dados, 3-7 de Outubro, 2005, Uberlândia, MG, Brazil, Anais/Proceedings, pages 4–5, 2005. UFU\n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/sbbd/Faloutsos05,\n  author       = {Christos Faloutsos},\n  editor       = {Carlos A. Heuser},\n  title        = {Mining Time Series Data},\n  booktitle    = {20{\\textdegree} Simp{\\'{o}}sio Brasileiro de Bancos de Dados, 3-7\n                  de Outubro, 2005, Uberl{\\^{a}}ndia, MG, Brazil, Anais/Proceedings},\n  pages        = {4--5},\n  publisher    = {{UFU}},\n  year         = {2005},\n  timestamp    = {Thu, 17 Nov 2005 08:53:39 +0100},\n  biburl       = {https://dblp.org/rec/conf/sbbd/Faloutsos05.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n BRAID: Stream Mining through Group Lag Correlations.\n \n \n \n \n\n\n \n Sakurai, Y.; Papadimitriou, S.; and Faloutsos, C.\n\n\n \n\n\n\n In Özcan, F., editor(s), Proceedings of the ACM SIGMOD International Conference on Management of Data, Baltimore, Maryland, USA, June 14-16, 2005, pages 599–610, 2005. ACM\n \n\n\n\n
\n\n\n\n \n \n \"BRAID:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/sigmod/SakuraiPF05,\n  author       = {Yasushi Sakurai and\n                  Spiros Papadimitriou and\n                  Christos Faloutsos},\n  editor       = {Fatma {\\"{O}}zcan},\n  title        = {{BRAID:} Stream Mining through Group Lag Correlations},\n  booktitle    = {Proceedings of the {ACM} {SIGMOD} International Conference on Management\n                  of Data, Baltimore, Maryland, USA, June 14-16, 2005},\n  pages        = {599--610},\n  publisher    = {{ACM}},\n  year         = {2005},\n  url          = {https://doi.org/10.1145/1066157.1066226},\n  doi          = {10.1145/1066157.1066226},\n  timestamp    = {Thu, 11 Mar 2021 15:20:15 +0100},\n  biburl       = {https://dblp.org/rec/conf/sigmod/SakuraiPF05.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Research issues in protein location image databases.\n \n \n \n \n\n\n \n Murphy, R. F.; and Faloutsos, C.\n\n\n \n\n\n\n In Özcan, F., editor(s), Proceedings of the ACM SIGMOD International Conference on Management of Data, Baltimore, Maryland, USA, June 14-16, 2005, pages 966–967, 2005. ACM\n \n\n\n\n
\n\n\n\n \n \n \"ResearchPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/sigmod/MurphyF05,\n  author       = {Robert F. Murphy and\n                  Christos Faloutsos},\n  editor       = {Fatma {\\"{O}}zcan},\n  title        = {Research issues in protein location image databases},\n  booktitle    = {Proceedings of the {ACM} {SIGMOD} International Conference on Management\n                  of Data, Baltimore, Maryland, USA, June 14-16, 2005},\n  pages        = {966--967},\n  publisher    = {{ACM}},\n  year         = {2005},\n  url          = {https://doi.org/10.1145/1066157.1066307},\n  doi          = {10.1145/1066157.1066307},\n  timestamp    = {Sun, 02 Jun 2019 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/sigmod/MurphyF05.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Streaming Pattern Discovery in Multiple Time-Series.\n \n \n \n \n\n\n \n Papadimitriou, S.; Sun, J.; and Faloutsos, C.\n\n\n \n\n\n\n In Böhm, K.; Jensen, C. S.; Haas, L. M.; Kersten, M. L.; Larson, P.; and Ooi, B. C., editor(s), Proceedings of the 31st International Conference on Very Large Data Bases, Trondheim, Norway, August 30 - September 2, 2005, pages 697–708, 2005. ACM\n \n\n\n\n
\n\n\n\n \n \n \"StreamingPaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/vldb/PapadimitriouSF05,\n  author       = {Spiros Papadimitriou and\n                  Jimeng Sun and\n                  Christos Faloutsos},\n  editor       = {Klemens B{\\"{o}}hm and\n                  Christian S. Jensen and\n                  Laura M. Haas and\n                  Martin L. Kersten and\n                  Per{-}{\\AA}ke Larson and\n                  Beng Chin Ooi},\n  title        = {Streaming Pattern Discovery in Multiple Time-Series},\n  booktitle    = {Proceedings of the 31st International Conference on Very Large Data\n                  Bases, Trondheim, Norway, August 30 - September 2, 2005},\n  pages        = {697--708},\n  publisher    = {{ACM}},\n  year         = {2005},\n  url          = {http://www.vldb.org/archives/website/2005/program/paper/thu/p697-papadimitriou.pdf},\n  timestamp    = {Mon, 28 Aug 2023 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/vldb/PapadimitriouSF05.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n A Comparative Study of Feature Vector-Based Topic Detection Schemes A Comparative Study of Feature Vector-Based Topic Detection Schemes.\n \n \n \n \n\n\n \n Hamamoto, M.; Kitagawa, H.; Pan, J.; and Faloutsos, C.\n\n\n \n\n\n\n In 2005 International Workshop on Challenges in Web Information Retrieval and Integration (WIRI 2005), 8-9 April 2005, Tokyo, Japan, pages 122–127, 2005. IEEE Computer Society\n \n\n\n\n
\n\n\n\n \n \n \"APaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/wiri/HamamotoKPF05,\n  author       = {Masafumi Hamamoto and\n                  Hiroyuki Kitagawa and\n                  Jia{-}Yu Pan and\n                  Christos Faloutsos},\n  title        = {A Comparative Study of Feature Vector-Based Topic Detection Schemes\n                  {A} Comparative Study of Feature Vector-Based Topic Detection Schemes},\n  booktitle    = {2005 International Workshop on Challenges in Web Information Retrieval\n                  and Integration {(WIRI} 2005), 8-9 April 2005, Tokyo, Japan},\n  pages        = {122--127},\n  publisher    = {{IEEE} Computer Society},\n  year         = {2005},\n  url          = {https://doi.org/10.1109/WIRI.2005.1},\n  doi          = {10.1109/WIRI.2005.1},\n  timestamp    = {Thu, 23 Mar 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/wiri/HamamotoKPF05.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Editorial: TKDE Topic Area Revisions.\n \n \n \n \n\n\n \n Wu, X.; and Faloutsos, C.\n\n\n \n\n\n\n IEEE Trans. Knowl. Data Eng., 17(6): 731–733. 2005.\n \n\n\n\n
\n\n\n\n \n \n \"Editorial:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/tkde/WuF05,\n  author       = {Xindong Wu and\n                  Christos Faloutsos},\n  title        = {Editorial: {TKDE} Topic Area Revisions},\n  journal      = {{IEEE} Trans. Knowl. Data Eng.},\n  volume       = {17},\n  number       = {6},\n  pages        = {731--733},\n  year         = {2005},\n  url          = {https://doi.org/10.1109/TKDE.2005.94},\n  doi          = {10.1109/TKDE.2005.94},\n  timestamp    = {Sun, 02 Jun 2019 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/tkde/WuF05.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n  \n 2004\n \n \n (22)\n \n \n
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\n \n\n \n \n \n \n \n \n Fractal dimension and vector quantization.\n \n \n \n \n\n\n \n Kumaraswamy, K.; Megalooikonomou, V.; and Faloutsos, C.\n\n\n \n\n\n\n Inf. Process. Lett., 91(3): 107–113. 2004.\n \n\n\n\n
\n\n\n\n \n \n \"FractalPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@article{DBLP:journals/ipl/KumaraswamyMF04,\n  author       = {Krishna Kumaraswamy and\n                  Vasileios Megalooikonomou and\n                  Christos Faloutsos},\n  title        = {Fractal dimension and vector quantization},\n  journal      = {Inf. Process. Lett.},\n  volume       = {91},\n  number       = {3},\n  pages        = {107--113},\n  year         = {2004},\n  url          = {https://doi.org/10.1016/j.ipl.2004.04.005},\n  doi          = {10.1016/J.IPL.2004.04.005},\n  timestamp    = {Sun, 02 Jun 2019 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/ipl/KumaraswamyMF04.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Adaptive, unsupervised stream mining.\n \n \n \n \n\n\n \n Papadimitriou, S.; Brockwell, A.; and Faloutsos, C.\n\n\n \n\n\n\n VLDB J., 13(3): 222–239. 2004.\n \n\n\n\n
\n\n\n\n \n \n \"Adaptive,Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@article{DBLP:journals/vldb/PapadimitriouBF04,\n  author       = {Spiros Papadimitriou and\n                  Anthony Brockwell and\n                  Christos Faloutsos},\n  title        = {Adaptive, unsupervised stream mining},\n  journal      = {{VLDB} J.},\n  volume       = {13},\n  number       = {3},\n  pages        = {222--239},\n  year         = {2004},\n  url          = {https://doi.org/10.1007/s00778-004-0130-8},\n  doi          = {10.1007/S00778-004-0130-8},\n  timestamp    = {Sun, 02 Jun 2019 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/vldb/PapadimitriouBF04.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n GCap: Graph-Based Automatic Image Captioning.\n \n \n \n\n\n \n Pan, J.; Yang, H.; Faloutsos, C.; and Duygulu, P.\n\n\n \n\n\n\n In Guler, S.; Hauptmann, A. G.; and Henrich, A., editor(s), Proceedings MDDE '04, 4th International Workshop on Multimedia Data and Document Engineering, Washington, DC, USA, July 2nd 2004, 2004. IEEE Computer Society\n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/cvpr/PanYFD04,\n  author       = {Jia{-}Yu Pan and\n                  Hyung{-}Jeong Yang and\n                  Christos Faloutsos and\n                  Pinar Duygulu},\n  editor       = {Sadiye Guler and\n                  Alexander G. Hauptmann and\n                  Andreas Henrich},\n  title        = {GCap: Graph-Based Automatic Image Captioning},\n  booktitle    = {Proceedings {MDDE} '04, 4th International Workshop on Multimedia Data\n                  and Document Engineering, Washington, DC, USA, July 2nd 2004},\n  publisher    = {{IEEE} Computer Society},\n  year         = {2004},\n  timestamp    = {Fri, 23 Jul 2004 15:21:31 +0200},\n  biburl       = {https://dblp.org/rec/conf/cvpr/PanYFD04.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n GCap: Graph-based Automatic Image Captioning.\n \n \n \n \n\n\n \n Pan, J.; Yang, H.; Faloutsos, C.; and Duygulu, P.\n\n\n \n\n\n\n In IEEE Conference on Computer Vision and Pattern Recognition Workshops, CVPR Workshops 2004, Washington, DC, USA, June 27 - July 2, 2004, pages 146, 2004. IEEE Computer Society\n \n\n\n\n
\n\n\n\n \n \n \"GCap:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/cvpr/PanYFD04a,\n  author       = {Jia{-}Yu Pan and\n                  Hyung{-}Jeong Yang and\n                  Christos Faloutsos and\n                  Pinar Duygulu},\n  title        = {GCap: Graph-based Automatic Image Captioning},\n  booktitle    = {{IEEE} Conference on Computer Vision and Pattern Recognition Workshops,\n                  {CVPR} Workshops 2004, Washington, DC, USA, June 27 - July 2, 2004},\n  pages        = {146},\n  publisher    = {{IEEE} Computer Society},\n  year         = {2004},\n  url          = {https://doi.org/10.1109/CVPR.2004.353},\n  doi          = {10.1109/CVPR.2004.353},\n  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/cvpr/PanYFD04a.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Relation between Fractal Dimension and Performance of Vector Quantization.\n \n \n \n \n\n\n \n Kumaraswamy, K.; Faloutsos, C.; Shan, G.; and Megalooikonomou, V.\n\n\n \n\n\n\n In 2004 Data Compression Conference (DCC 2004), 23-25 March 2004, Snowbird, UT, USA, pages 547, 2004. IEEE Computer Society\n \n\n\n\n
\n\n\n\n \n \n \"RelationPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/dcc/KumaraswamyFSM04,\n  author       = {Krishna Kumaraswamy and\n                  Christos Faloutsos and\n                  Guoqiang Shan and\n                  Vasileios Megalooikonomou},\n  title        = {Relation between Fractal Dimension and Performance of Vector Quantization},\n  booktitle    = {2004 Data Compression Conference {(DCC} 2004), 23-25 March 2004, Snowbird,\n                  UT, {USA}},\n  pages        = {547},\n  publisher    = {{IEEE} Computer Society},\n  year         = {2004},\n  url          = {https://doi.org/10.1109/DCC.2004.1281523},\n  doi          = {10.1109/DCC.2004.1281523},\n  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/dcc/KumaraswamyFSM04.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n Segmenting Motion Capture Data into Distinct Behaviors.\n \n \n \n\n\n \n Barbic, J.; Safonova, A.; Pan, J.; Faloutsos, C.; Hodgins, J. K.; and Pollard, N. S.\n\n\n \n\n\n\n In Heidrich, W.; and Balakrishnan, R., editor(s), Proceedings of the Graphics Interface 2004 Conference, May 17-19, 2004, London, Ontario, Canada, volume 62, of ACM International Conference Proceeding Series, pages 185–194, 2004. Canadian Human-Computer Communications Society\n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/graphicsinterface/BarbicSPFHP04,\n  author       = {Jernej Barbic and\n                  Alla Safonova and\n                  Jia{-}Yu Pan and\n                  Christos Faloutsos and\n                  Jessica K. Hodgins and\n                  Nancy S. Pollard},\n  editor       = {Wolfgang Heidrich and\n                  Ravin Balakrishnan},\n  title        = {Segmenting Motion Capture Data into Distinct Behaviors},\n  booktitle    = {Proceedings of the Graphics Interface 2004 Conference, May 17-19,\n                  2004, London, Ontario, Canada},\n  series       = {{ACM} International Conference Proceeding Series},\n  volume       = {62},\n  pages        = {185--194},\n  publisher    = {Canadian Human-Computer Communications Society},\n  year         = {2004},\n  timestamp    = {Fri, 18 Apr 2008 12:46:23 +0200},\n  biburl       = {https://dblp.org/rec/conf/graphicsinterface/BarbicSPFHP04.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Approximate Temporal Aggregation.\n \n \n \n \n\n\n \n Tao, Y.; Papadias, D.; and Faloutsos, C.\n\n\n \n\n\n\n In Özsoyoglu, Z. M.; and Zdonik, S. B., editor(s), Proceedings of the 20th International Conference on Data Engineering, ICDE 2004, 30 March - 2 April 2004, Boston, MA, USA, pages 190–201, 2004. IEEE Computer Society\n \n\n\n\n
\n\n\n\n \n \n \"ApproximatePaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/icde/TaoPF04,\n  author       = {Yufei Tao and\n                  Dimitris Papadias and\n                  Christos Faloutsos},\n  editor       = {Z. Meral {\\"{O}}zsoyoglu and\n                  Stanley B. Zdonik},\n  title        = {Approximate Temporal Aggregation},\n  booktitle    = {Proceedings of the 20th International Conference on Data Engineering,\n                  {ICDE} 2004, 30 March - 2 April 2004, Boston, MA, {USA}},\n  pages        = {190--201},\n  publisher    = {{IEEE} Computer Society},\n  year         = {2004},\n  url          = {https://doi.org/10.1109/ICDE.2004.1319996},\n  doi          = {10.1109/ICDE.2004.1319996},\n  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/icde/TaoPF04.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n MMSS: Multi-Modal Story-Oriented Video Summarization.\n \n \n \n \n\n\n \n Pan, J.; Yang, H.; and Faloutsos, C.\n\n\n \n\n\n\n In Proceedings of the 4th IEEE International Conference on Data Mining (ICDM 2004), 1-4 November 2004, Brighton, UK, pages 491–494, 2004. IEEE Computer Society\n \n\n\n\n
\n\n\n\n \n \n \"MMSS:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/icdm/PanYF04,\n  author       = {Jia{-}Yu Pan and\n                  Hyung{-}Jeong Yang and\n                  Christos Faloutsos},\n  title        = {{MMSS:} Multi-Modal Story-Oriented Video Summarization},\n  booktitle    = {Proceedings of the 4th {IEEE} International Conference on Data Mining\n                  {(ICDM} 2004), 1-4 November 2004, Brighton, {UK}},\n  pages        = {491--494},\n  publisher    = {{IEEE} Computer Society},\n  year         = {2004},\n  url          = {https://doi.org/10.1109/ICDM.2004.10033},\n  doi          = {10.1109/ICDM.2004.10033},\n  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/icdm/PanYF04.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Automatic image captioning.\n \n \n \n \n\n\n \n Pan, J.; Yang, H.; Duygulu, P.; and Faloutsos, C.\n\n\n \n\n\n\n In Proceedings of the 2004 IEEE International Conference on Multimedia and Expo, ICME 2004, 27-30 June 2004, Taipei, Taiwan, pages 1987–1990, 2004. IEEE Computer Society\n \n\n\n\n
\n\n\n\n \n \n \"AutomaticPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/icmcs/PanYDF04,\n  author       = {Jia{-}Yu Pan and\n                  Hyung{-}Jeong Yang and\n                  Pinar Duygulu and\n                  Christos Faloutsos},\n  title        = {Automatic image captioning},\n  booktitle    = {Proceedings of the 2004 {IEEE} International Conference on Multimedia\n                  and Expo, {ICME} 2004, 27-30 June 2004, Taipei, Taiwan},\n  pages        = {1987--1990},\n  publisher    = {{IEEE} Computer Society},\n  year         = {2004},\n  url          = {https://doi.org/10.1109/ICME.2004.1394652},\n  doi          = {10.1109/ICME.2004.1394652},\n  timestamp    = {Sun, 04 Aug 2024 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/icmcs/PanYDF04.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Recovering latent time-series from their observed sums: network tomography with particle filters.\n \n \n \n \n\n\n \n Airoldi, E. M.; and Faloutsos, C.\n\n\n \n\n\n\n In Kim, W.; Kohavi, R.; Gehrke, J.; and DuMouchel, W., editor(s), Proceedings of the Tenth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Seattle, Washington, USA, August 22-25, 2004, pages 30–39, 2004. ACM\n \n\n\n\n
\n\n\n\n \n \n \"RecoveringPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/kdd/AiroldiF04,\n  author       = {Edoardo M. Airoldi and\n                  Christos Faloutsos},\n  editor       = {Won Kim and\n                  Ron Kohavi and\n                  Johannes Gehrke and\n                  William DuMouchel},\n  title        = {Recovering latent time-series from their observed sums: network tomography\n                  with particle filters},\n  booktitle    = {Proceedings of the Tenth {ACM} {SIGKDD} International Conference on\n                  Knowledge Discovery and Data Mining, Seattle, Washington, USA, August\n                  22-25, 2004},\n  pages        = {30--39},\n  publisher    = {{ACM}},\n  year         = {2004},\n  url          = {https://doi.org/10.1145/1014052.1014059},\n  doi          = {10.1145/1014052.1014059},\n  timestamp    = {Wed, 14 Nov 2018 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/kdd/AiroldiF04.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Fully automatic cross-associations.\n \n \n \n \n\n\n \n Chakrabarti, D.; Papadimitriou, S.; Modha, D. S.; and Faloutsos, C.\n\n\n \n\n\n\n In Kim, W.; Kohavi, R.; Gehrke, J.; and DuMouchel, W., editor(s), Proceedings of the Tenth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Seattle, Washington, USA, August 22-25, 2004, pages 79–88, 2004. ACM\n \n\n\n\n
\n\n\n\n \n \n \"FullyPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/kdd/ChakrabartiPMF04,\n  author       = {Deepayan Chakrabarti and\n                  Spiros Papadimitriou and\n                  Dharmendra S. Modha and\n                  Christos Faloutsos},\n  editor       = {Won Kim and\n                  Ron Kohavi and\n                  Johannes Gehrke and\n                  William DuMouchel},\n  title        = {Fully automatic cross-associations},\n  booktitle    = {Proceedings of the Tenth {ACM} {SIGKDD} International Conference on\n                  Knowledge Discovery and Data Mining, Seattle, Washington, USA, August\n                  22-25, 2004},\n  pages        = {79--88},\n  publisher    = {{ACM}},\n  year         = {2004},\n  url          = {https://doi.org/10.1145/1014052.1014064},\n  doi          = {10.1145/1014052.1014064},\n  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/kdd/ChakrabartiPMF04.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Fast discovery of connection subgraphs.\n \n \n \n \n\n\n \n Faloutsos, C.; McCurley, K. S.; and Tomkins, A.\n\n\n \n\n\n\n In Kim, W.; Kohavi, R.; Gehrke, J.; and DuMouchel, W., editor(s), Proceedings of the Tenth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Seattle, Washington, USA, August 22-25, 2004, pages 118–127, 2004. ACM\n \n\n\n\n
\n\n\n\n \n \n \"FastPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/kdd/FaloutsosMT04,\n  author       = {Christos Faloutsos and\n                  Kevin S. McCurley and\n                  Andrew Tomkins},\n  editor       = {Won Kim and\n                  Ron Kohavi and\n                  Johannes Gehrke and\n                  William DuMouchel},\n  title        = {Fast discovery of connection subgraphs},\n  booktitle    = {Proceedings of the Tenth {ACM} {SIGKDD} International Conference on\n                  Knowledge Discovery and Data Mining, Seattle, Washington, USA, August\n                  22-25, 2004},\n  pages        = {118--127},\n  publisher    = {{ACM}},\n  year         = {2004},\n  url          = {https://doi.org/10.1145/1014052.1014068},\n  doi          = {10.1145/1014052.1014068},\n  timestamp    = {Sat, 09 Apr 2022 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/kdd/FaloutsosMT04.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Automatic multimedia cross-modal correlation discovery.\n \n \n \n \n\n\n \n Pan, J.; Yang, H.; Faloutsos, C.; and Duygulu, P.\n\n\n \n\n\n\n In Kim, W.; Kohavi, R.; Gehrke, J.; and DuMouchel, W., editor(s), Proceedings of the Tenth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Seattle, Washington, USA, August 22-25, 2004, pages 653–658, 2004. ACM\n \n\n\n\n
\n\n\n\n \n \n \"AutomaticPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/kdd/PanYFD04,\n  author       = {Jia{-}Yu Pan and\n                  Hyung{-}Jeong Yang and\n                  Christos Faloutsos and\n                  Pinar Duygulu},\n  editor       = {Won Kim and\n                  Ron Kohavi and\n                  Johannes Gehrke and\n                  William DuMouchel},\n  title        = {Automatic multimedia cross-modal correlation discovery},\n  booktitle    = {Proceedings of the Tenth {ACM} {SIGKDD} International Conference on\n                  Knowledge Discovery and Data Mining, Seattle, Washington, USA, August\n                  22-25, 2004},\n  pages        = {653--658},\n  publisher    = {{ACM}},\n  year         = {2004},\n  url          = {https://doi.org/10.1145/1014052.1014135},\n  doi          = {10.1145/1014052.1014135},\n  timestamp    = {Sun, 02 Jun 2019 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/kdd/PanYFD04.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Storage Device Performance Prediction with CART Models.\n \n \n \n \n\n\n \n Wang, M.; Au, K.; Ailamaki, A.; Brockwell, A.; Faloutsos, C.; and Ganger, G. R.\n\n\n \n\n\n\n In DeGroot, D.; Harrison, P. G.; Wijshoff, H. A. G.; and Segall, Z., editor(s), 12th International Workshop on Modeling, Analysis, and Simulation of Computer and Telecommunication Systems (MASCOTS 2004), 4-8 October 2004, Vollendam, The Netherlands, pages 588–595, 2004. IEEE Computer Society\n \n\n\n\n
\n\n\n\n \n \n \"StoragePaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/mascots/WangAABFG04,\n  author       = {Mengzhi Wang and\n                  Kinman Au and\n                  Anastassia Ailamaki and\n                  Anthony Brockwell and\n                  Christos Faloutsos and\n                  Gregory R. Ganger},\n  editor       = {Doug DeGroot and\n                  Peter G. Harrison and\n                  Harry A. G. Wijshoff and\n                  Zary Segall},\n  title        = {Storage Device Performance Prediction with {CART} Models},\n  booktitle    = {12th International Workshop on Modeling, Analysis, and Simulation\n                  of Computer and Telecommunication Systems {(MASCOTS} 2004), 4-8 October\n                  2004, Vollendam, The Netherlands},\n  pages        = {588--595},\n  publisher    = {{IEEE} Computer Society},\n  year         = {2004},\n  url          = {https://doi.org/10.1109/MASCOT.2004.1348316},\n  doi          = {10.1109/MASCOT.2004.1348316},\n  timestamp    = {Thu, 23 Mar 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/mascots/WangAABFG04.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n OBE: Outlier by Example.\n \n \n \n \n\n\n \n Zhu, C.; Kitagawa, H.; Papadimitriou, S.; and Faloutsos, C.\n\n\n \n\n\n\n In Dai, H.; Srikant, R.; and Zhang, C., editor(s), Advances in Knowledge Discovery and Data Mining, 8th Pacific-Asia Conference, PAKDD 2004, Sydney, Australia, May 26-28, 2004, Proceedings, volume 3056, of Lecture Notes in Computer Science, pages 222–234, 2004. Springer\n \n\n\n\n
\n\n\n\n \n \n \"OBE:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/pakdd/ZhuKPF04,\n  author       = {Cui Zhu and\n                  Hiroyuki Kitagawa and\n                  Spiros Papadimitriou and\n                  Christos Faloutsos},\n  editor       = {Honghua Dai and\n                  Ramakrishnan Srikant and\n                  Chengqi Zhang},\n  title        = {{OBE:} Outlier by Example},\n  booktitle    = {Advances in Knowledge Discovery and Data Mining, 8th Pacific-Asia\n                  Conference, {PAKDD} 2004, Sydney, Australia, May 26-28, 2004, Proceedings},\n  series       = {Lecture Notes in Computer Science},\n  volume       = {3056},\n  pages        = {222--234},\n  publisher    = {Springer},\n  year         = {2004},\n  url          = {https://doi.org/10.1007/978-3-540-24775-3\\_29},\n  doi          = {10.1007/978-3-540-24775-3\\_29},\n  timestamp    = {Fri, 30 Dec 2022 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/pakdd/ZhuKPF04.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n AutoSplit: Fast and Scalable Discovery of Hidden Variables in Stream and Multimedia Databases.\n \n \n \n \n\n\n \n Pan, J.; Kitagawa, H.; Faloutsos, C.; and Hamamoto, M.\n\n\n \n\n\n\n In Dai, H.; Srikant, R.; and Zhang, C., editor(s), Advances in Knowledge Discovery and Data Mining, 8th Pacific-Asia Conference, PAKDD 2004, Sydney, Australia, May 26-28, 2004, Proceedings, volume 3056, of Lecture Notes in Computer Science, pages 519–528, 2004. Springer\n \n\n\n\n
\n\n\n\n \n \n Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/pakdd/PanKFH04,\n  author       = {Jia{-}Yu Pan and\n                  Hiroyuki Kitagawa and\n                  Christos Faloutsos and\n                  Masafumi Hamamoto},\n  editor       = {Honghua Dai and\n                  Ramakrishnan Srikant and\n                  Chengqi Zhang},\n  title        = {AutoSplit: Fast and Scalable Discovery of Hidden Variables in Stream\n                  and Multimedia Databases},\n  booktitle    = {Advances in Knowledge Discovery and Data Mining, 8th Pacific-Asia\n                  Conference, {PAKDD} 2004, Sydney, Australia, May 26-28, 2004, Proceedings},\n  series       = {Lecture Notes in Computer Science},\n  volume       = {3056},\n  pages        = {519--528},\n  publisher    = {Springer},\n  year         = {2004},\n  url          = {https://doi.org/10.1007/978-3-540-24775-3\\_62},\n  doi          = {10.1007/978-3-540-24775-3\\_62},\n  timestamp    = {Sun, 02 Jun 2019 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/pakdd/PanKFH04.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n R-MAT: A Recursive Model for Graph Mining.\n \n \n \n \n\n\n \n Chakrabarti, D.; Zhan, Y.; and Faloutsos, C.\n\n\n \n\n\n\n In Berry, M. W.; Dayal, U.; Kamath, C.; and Skillicorn, D. B., editor(s), Proceedings of the Fourth SIAM International Conference on Data Mining, Lake Buena Vista, Florida, USA, April 22-24, 2004, pages 442–446, 2004. SIAM\n \n\n\n\n
\n\n\n\n \n \n \"R-MAT:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/sdm/ChakrabartiZF04,\n  author       = {Deepayan Chakrabarti and\n                  Yiping Zhan and\n                  Christos Faloutsos},\n  editor       = {Michael W. Berry and\n                  Umeshwar Dayal and\n                  Chandrika Kamath and\n                  David B. Skillicorn},\n  title        = {{R-MAT:} {A} Recursive Model for Graph Mining},\n  booktitle    = {Proceedings of the Fourth {SIAM} International Conference on Data\n                  Mining, Lake Buena Vista, Florida, USA, April 22-24, 2004},\n  pages        = {442--446},\n  publisher    = {{SIAM}},\n  year         = {2004},\n  url          = {https://doi.org/10.1137/1.9781611972740.43},\n  doi          = {10.1137/1.9781611972740.43},\n  timestamp    = {Fri, 06 Oct 2023 11:45:43 +0200},\n  biburl       = {https://dblp.org/rec/conf/sdm/ChakrabartiZF04.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n Automated Assistance for Eliciting User Expectations.\n \n \n \n\n\n \n Raz, O.; Buchheit, R. B.; Shaw, M.; Koopman, P.; and Faloutsos, C.\n\n\n \n\n\n\n In Maurer, F.; and Ruhe, G., editor(s), Proceedings of the Sixteenth International Conference on Software Engineering & Knowledge Engineering (SEKE'2004), Banff, Alberta, Canada, June 20-24, 2004, pages 80–85, 2004. \n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/seke/RazBSKF04,\n  author       = {Orna Raz and\n                  Rebecca B. Buchheit and\n                  Mary Shaw and\n                  Philip Koopman and\n                  Christos Faloutsos},\n  editor       = {Frank Maurer and\n                  G{\\"{u}}nther Ruhe},\n  title        = {Automated Assistance for Eliciting User Expectations},\n  booktitle    = {Proceedings of the Sixteenth International Conference on Software\n                  Engineering {\\&} Knowledge Engineering (SEKE'2004), Banff, Alberta,\n                  Canada, June 20-24, 2004},\n  pages        = {80--85},\n  year         = {2004},\n  timestamp    = {Thu, 12 Mar 2020 11:30:50 +0100},\n  biburl       = {https://dblp.org/rec/conf/seke/RazBSKF04.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Storage device performance prediction with CART models.\n \n \n \n \n\n\n \n Wang, M.; Au, K.; Ailamaki, A.; Brockwell, A.; Faloutsos, C.; and Ganger, G. R.\n\n\n \n\n\n\n In Jr., E. G. C.; Liu, Z.; and Merchant, A., editor(s), Proceedings of the International Conference on Measurements and Modeling of Computer Systems, SIGMETRICS 2004, June 10-14, 2004, New York, NY, USA, pages 412–413, 2004. ACM\n \n\n\n\n
\n\n\n\n \n \n \"StoragePaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/sigmetrics/WangAABFG04,\n  author       = {Mengzhi Wang and\n                  Kinman Au and\n                  Anastassia Ailamaki and\n                  Anthony Brockwell and\n                  Christos Faloutsos and\n                  Gregory R. Ganger},\n  editor       = {Edward G. Coffman Jr. and\n                  Zhen Liu and\n                  Arif Merchant},\n  title        = {Storage device performance prediction with {CART} models},\n  booktitle    = {Proceedings of the International Conference on Measurements and Modeling\n                  of Computer Systems, {SIGMETRICS} 2004, June 10-14, 2004, New York,\n                  NY, {USA}},\n  pages        = {412--413},\n  publisher    = {{ACM}},\n  year         = {2004},\n  url          = {https://doi.org/10.1145/1005686.1005743},\n  doi          = {10.1145/1005686.1005743},\n  timestamp    = {Fri, 30 Jul 2021 16:13:32 +0200},\n  biburl       = {https://dblp.org/rec/conf/sigmetrics/WangAABFG04.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Prediction and Indexing of Moving Objects with Unknown Motion Patterns.\n \n \n \n \n\n\n \n Tao, Y.; Faloutsos, C.; Papadias, D.; and Liu, B.\n\n\n \n\n\n\n In Weikum, G.; König, A. C.; and Deßloch, S., editor(s), Proceedings of the ACM SIGMOD International Conference on Management of Data, Paris, France, June 13-18, 2004, pages 611–622, 2004. ACM\n \n\n\n\n
\n\n\n\n \n \n \"PredictionPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/sigmod/TaoFPL04,\n  author       = {Yufei Tao and\n                  Christos Faloutsos and\n                  Dimitris Papadias and\n                  Bin Liu},\n  editor       = {Gerhard Weikum and\n                  Arnd Christian K{\\"{o}}nig and\n                  Stefan De{\\ss}loch},\n  title        = {Prediction and Indexing of Moving Objects with Unknown Motion Patterns},\n  booktitle    = {Proceedings of the {ACM} {SIGMOD} International Conference on Management\n                  of Data, Paris, France, June 13-18, 2004},\n  pages        = {611--622},\n  publisher    = {{ACM}},\n  year         = {2004},\n  url          = {https://doi.org/10.1145/1007568.1007637},\n  doi          = {10.1145/1007568.1007637},\n  timestamp    = {Thu, 29 Sep 2022 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/sigmod/TaoFPL04.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Indexing and Mining Streams.\n \n \n \n \n\n\n \n Faloutsos, C.\n\n\n \n\n\n\n In Weikum, G.; König, A. C.; and Deßloch, S., editor(s), Proceedings of the ACM SIGMOD International Conference on Management of Data, Paris, France, June 13-18, 2004, pages 969, 2004. ACM\n \n\n\n\n
\n\n\n\n \n \n \"IndexingPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/sigmod/Faloutsos04,\n  author       = {Christos Faloutsos},\n  editor       = {Gerhard Weikum and\n                  Arnd Christian K{\\"{o}}nig and\n                  Stefan De{\\ss}loch},\n  title        = {Indexing and Mining Streams},\n  booktitle    = {Proceedings of the {ACM} {SIGMOD} International Conference on Management\n                  of Data, Paris, France, June 13-18, 2004},\n  pages        = {969},\n  publisher    = {{ACM}},\n  year         = {2004},\n  url          = {https://doi.org/10.1145/1007568.1007728},\n  doi          = {10.1145/1007568.1007728},\n  timestamp    = {Sun, 02 Jun 2019 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/sigmod/Faloutsos04.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Auditing Compliance with a Hippocratic Database.\n \n \n \n \n\n\n \n Agrawal, R.; Jr., R. J. B.; Faloutsos, C.; Kiernan, J.; Rantzau, R.; and Srikant, R.\n\n\n \n\n\n\n In Nascimento, M. A.; Özsu, M. T.; Kossmann, D.; Miller, R. J.; Blakeley, J. A.; and Schiefer, K. B., editor(s), (e)Proceedings of the Thirtieth International Conference on Very Large Data Bases, VLDB 2004, Toronto, Canada, August 31 - September 3 2004, pages 516–527, 2004. Morgan Kaufmann\n \n\n\n\n
\n\n\n\n \n \n \"AuditingPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/vldb/AgrawalBFKRS04,\n  author       = {Rakesh Agrawal and\n                  Roberto J. Bayardo Jr. and\n                  Christos Faloutsos and\n                  Jerry Kiernan and\n                  Ralf Rantzau and\n                  Ramakrishnan Srikant},\n  editor       = {Mario A. Nascimento and\n                  M. Tamer {\\"{O}}zsu and\n                  Donald Kossmann and\n                  Ren{\\'{e}}e J. Miller and\n                  Jos{\\'{e}} A. Blakeley and\n                  K. Bernhard Schiefer},\n  title        = {Auditing Compliance with a Hippocratic Database},\n  booktitle    = {(e)Proceedings of the Thirtieth International Conference on Very Large\n                  Data Bases, {VLDB} 2004, Toronto, Canada, August 31 - September 3\n                  2004},\n  pages        = {516--527},\n  publisher    = {Morgan Kaufmann},\n  year         = {2004},\n  url          = {http://www.vldb.org/conf/2004/RS13P2.PDF},\n  doi          = {10.1016/B978-012088469-8.50047-4},\n  timestamp    = {Fri, 07 Jun 2019 12:44:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/vldb/AgrawalBFKRS04.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n  \n 2003\n \n \n (11)\n \n \n
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\n \n\n \n \n \n \n \n \n An environmental sensor network to determine drinking water quality and security.\n \n \n \n \n\n\n \n Ailamaki, A.; Faloutsos, C.; Fischbeck, P. S.; Small, M. J.; and VanBriesen, J. M.\n\n\n \n\n\n\n SIGMOD Rec., 32(4): 47–52. 2003.\n \n\n\n\n
\n\n\n\n \n \n \"AnPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/sigmod/AilamakiFFSV03,\n  author       = {Anastassia Ailamaki and\n                  Christos Faloutsos and\n                  Paul S. Fischbeck and\n                  Mitchell J. Small and\n                  Jeanne M. VanBriesen},\n  title        = {An environmental sensor network to determine drinking water quality\n                  and security},\n  journal      = {{SIGMOD} Rec.},\n  volume       = {32},\n  number       = {4},\n  pages        = {47--52},\n  year         = {2003},\n  url          = {https://doi.org/10.1145/959060.959069},\n  doi          = {10.1145/959060.959069},\n  timestamp    = {Fri, 06 Mar 2020 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/sigmod/AilamakiFFSV03.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Power laws and the AS-level internet topology.\n \n \n \n \n\n\n \n Siganos, G.; Faloutsos, M.; Faloutsos, P.; and Faloutsos, C.\n\n\n \n\n\n\n IEEE/ACM Trans. Netw., 11(4): 514–524. 2003.\n \n\n\n\n
\n\n\n\n \n \n \"PowerPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@article{DBLP:journals/ton/SiganosFFF03,\n  author       = {Georgos Siganos and\n                  Michalis Faloutsos and\n                  Petros Faloutsos and\n                  Christos Faloutsos},\n  title        = {Power laws and the AS-level internet topology},\n  journal      = {{IEEE/ACM} Trans. Netw.},\n  volume       = {11},\n  number       = {4},\n  pages        = {514--524},\n  year         = {2003},\n  url          = {https://doi.org/10.1109/TNET.2003.815300},\n  doi          = {10.1109/TNET.2003.815300},\n  timestamp    = {Mon, 13 Jun 2022 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/ton/SiganosFFF03.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n The power-method: a comprehensive estimation technique for multi-dimensional queries.\n \n \n \n \n\n\n \n Tao, Y.; Faloutsos, C.; and Papadias, D.\n\n\n \n\n\n\n In Proceedings of the 2003 ACM CIKM International Conference on Information and Knowledge Management, New Orleans, Louisiana, USA, November 2-8, 2003, pages 83–90, 2003. ACM\n \n\n\n\n
\n\n\n\n \n \n \"ThePaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/cikm/TaoFP03,\n  author       = {Yufei Tao and\n                  Christos Faloutsos and\n                  Dimitris Papadias},\n  title        = {The power-method: a comprehensive estimation technique for multi-dimensional\n                  queries},\n  booktitle    = {Proceedings of the 2003 {ACM} {CIKM} International Conference on Information\n                  and Knowledge Management, New Orleans, Louisiana, USA, November 2-8,\n                  2003},\n  pages        = {83--90},\n  publisher    = {{ACM}},\n  year         = {2003},\n  url          = {https://doi.org/10.1145/956863.956881},\n  doi          = {10.1145/956863.956881},\n  timestamp    = {Thu, 29 Sep 2022 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/cikm/TaoFP03.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Next Generation Data Mining Tools: Power Laws and Self-similarity for Graphs, Streams and Traditional Data.\n \n \n \n \n\n\n \n Faloutsos, C.\n\n\n \n\n\n\n In Lavrac, N.; Gamberger, D.; Todorovski, L.; and Blockeel, H., editor(s), Machine Learning: ECML 2003, 14th European Conference on Machine Learning, Cavtat-Dubrovnik, Croatia, September 22-26, 2003, Proceedings, volume 2837, of Lecture Notes in Computer Science, pages 10–15, 2003. Springer\n \n\n\n\n
\n\n\n\n \n \n \"NextPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/ecml/Faloutsos03,\n  author       = {Christos Faloutsos},\n  editor       = {Nada Lavrac and\n                  Dragan Gamberger and\n                  Ljupco Todorovski and\n                  Hendrik Blockeel},\n  title        = {Next Generation Data Mining Tools: Power Laws and Self-similarity\n                  for Graphs, Streams and Traditional Data},\n  booktitle    = {Machine Learning: {ECML} 2003, 14th European Conference on Machine\n                  Learning, Cavtat-Dubrovnik, Croatia, September 22-26, 2003, Proceedings},\n  series       = {Lecture Notes in Computer Science},\n  volume       = {2837},\n  pages        = {10--15},\n  publisher    = {Springer},\n  year         = {2003},\n  url          = {https://doi.org/10.1007/978-3-540-39857-8\\_3},\n  doi          = {10.1007/978-3-540-39857-8\\_3},\n  timestamp    = {Sun, 02 Jun 2019 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/ecml/Faloutsos03.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n LOCI: Fast Outlier Detection Using the Local Correlation Integral.\n \n \n \n \n\n\n \n Papadimitriou, S.; Kitagawa, H.; Gibbons, P. B.; and Faloutsos, C.\n\n\n \n\n\n\n In Dayal, U.; Ramamritham, K.; and Vijayaraman, T. M., editor(s), Proceedings of the 19th International Conference on Data Engineering, March 5-8, 2003, Bangalore, India, pages 315–326, 2003. IEEE Computer Society\n \n\n\n\n
\n\n\n\n \n \n \"LOCI:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/icde/PapadimitriouKGF03,\n  author       = {Spiros Papadimitriou and\n                  Hiroyuki Kitagawa and\n                  Phillip B. Gibbons and\n                  Christos Faloutsos},\n  editor       = {Umeshwar Dayal and\n                  Krithi Ramamritham and\n                  T. M. Vijayaraman},\n  title        = {{LOCI:} Fast Outlier Detection Using the Local Correlation Integral},\n  booktitle    = {Proceedings of the 19th International Conference on Data Engineering,\n                  March 5-8, 2003, Bangalore, India},\n  pages        = {315--326},\n  publisher    = {{IEEE} Computer Society},\n  year         = {2003},\n  url          = {https://doi.org/10.1109/ICDE.2003.1260802},\n  doi          = {10.1109/ICDE.2003.1260802},\n  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/icde/PapadimitriouKGF03.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Electricity Based External Similarity of Categorical Attributes.\n \n \n \n \n\n\n \n Palmer, C. R.; and Faloutsos, C.\n\n\n \n\n\n\n In Whang, K.; Jeon, J.; Shim, K.; and Srivastava, J., editor(s), Advances in Knowledge Discovery and Data Mining, 7th Pacific-Asia Conference, PAKDD 2003, Seoul, Korea, April 30 - May 2, 2003, Proceedings, volume 2637, of Lecture Notes in Computer Science, pages 486–500, 2003. Springer\n \n\n\n\n
\n\n\n\n \n \n \"ElectricityPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/pakdd/PalmerF03,\n  author       = {Christopher R. Palmer and\n                  Christos Faloutsos},\n  editor       = {Kyu{-}Young Whang and\n                  Jongwoo Jeon and\n                  Kyuseok Shim and\n                  Jaideep Srivastava},\n  title        = {Electricity Based External Similarity of Categorical Attributes},\n  booktitle    = {Advances in Knowledge Discovery and Data Mining, 7th Pacific-Asia\n                  Conference, {PAKDD} 2003, Seoul, Korea, April 30 - May 2, 2003, Proceedings},\n  series       = {Lecture Notes in Computer Science},\n  volume       = {2637},\n  pages        = {486--500},\n  publisher    = {Springer},\n  year         = {2003},\n  url          = {https://doi.org/10.1007/3-540-36175-8\\_49},\n  doi          = {10.1007/3-540-36175-8\\_49},\n  timestamp    = {Sun, 02 Jun 2019 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/pakdd/PalmerF03.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Next Generation Data Mining Tools: Power Laws and Self-similarity for Graphs, Streams and Traditional Data.\n \n \n \n \n\n\n \n Faloutsos, C.\n\n\n \n\n\n\n In Lavrac, N.; Gamberger, D.; Blockeel, H.; and Todorovski, L., editor(s), Knowledge Discovery in Databases: PKDD 2003, 7th European Conference on Principles and Practice of Knowledge Discovery in Databases, Cavtat-Dubrovnik, Croatia, September 22-26, 2003, Proceedings, volume 2838, of Lecture Notes in Computer Science, pages 10–15, 2003. Springer\n \n\n\n\n
\n\n\n\n \n \n \"NextPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/pkdd/Faloutsos03,\n  author       = {Christos Faloutsos},\n  editor       = {Nada Lavrac and\n                  Dragan Gamberger and\n                  Hendrik Blockeel and\n                  Ljupco Todorovski},\n  title        = {Next Generation Data Mining Tools: Power Laws and Self-similarity\n                  for Graphs, Streams and Traditional Data},\n  booktitle    = {Knowledge Discovery in Databases: {PKDD} 2003, 7th European Conference\n                  on Principles and Practice of Knowledge Discovery in Databases, Cavtat-Dubrovnik,\n                  Croatia, September 22-26, 2003, Proceedings},\n  series       = {Lecture Notes in Computer Science},\n  volume       = {2838},\n  pages        = {10--15},\n  publisher    = {Springer},\n  year         = {2003},\n  url          = {https://doi.org/10.1007/978-3-540-39804-2\\_3},\n  doi          = {10.1007/978-3-540-39804-2\\_3},\n  timestamp    = {Sun, 02 Jun 2019 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/pkdd/Faloutsos03.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Epidemic Spreading in Real Networks: An Eigenvalue Viewpoint.\n \n \n \n \n\n\n \n Wang, Y.; Chakrabarti, D.; Wang, C.; and Faloutsos, C.\n\n\n \n\n\n\n In 22nd Symposium on Reliable Distributed Systems (SRDS 2003), 6-8 October 2003, Florence, Italy, pages 25–34, 2003. IEEE Computer Society\n \n\n\n\n
\n\n\n\n \n \n \"EpidemicPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/srds/WangCWF03,\n  author       = {Yang Wang and\n                  Deepayan Chakrabarti and\n                  Chenxi Wang and\n                  Christos Faloutsos},\n  title        = {Epidemic Spreading in Real Networks: An Eigenvalue Viewpoint},\n  booktitle    = {22nd Symposium on Reliable Distributed Systems {(SRDS} 2003), 6-8\n                  October 2003, Florence, Italy},\n  pages        = {25--34},\n  publisher    = {{IEEE} Computer Society},\n  year         = {2003},\n  url          = {https://doi.org/10.1109/RELDIS.2003.1238052},\n  doi          = {10.1109/RELDIS.2003.1238052},\n  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/srds/WangCWF03.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Cross-Outlier Detection.\n \n \n \n \n\n\n \n Papadimitriou, S.; and Faloutsos, C.\n\n\n \n\n\n\n In Hadzilacos, T.; Manolopoulos, Y.; Roddick, J. F.; and Theodoridis, Y., editor(s), Advances in Spatial and Temporal Databases, 8th International Symposium, SSTD 2003, Santorini Island, Greece, July 24-27, 2003, Proceedings, volume 2750, of Lecture Notes in Computer Science, pages 199–213, 2003. Springer\n \n\n\n\n
\n\n\n\n \n \n \"Cross-OutlierPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/ssd/PapadimitriouF03,\n  author       = {Spiros Papadimitriou and\n                  Christos Faloutsos},\n  editor       = {Thanasis Hadzilacos and\n                  Yannis Manolopoulos and\n                  John F. Roddick and\n                  Yannis Theodoridis},\n  title        = {Cross-Outlier Detection},\n  booktitle    = {Advances in Spatial and Temporal Databases, 8th International Symposium,\n                  {SSTD} 2003, Santorini Island, Greece, July 24-27, 2003, Proceedings},\n  series       = {Lecture Notes in Computer Science},\n  volume       = {2750},\n  pages        = {199--213},\n  publisher    = {Springer},\n  year         = {2003},\n  url          = {https://doi.org/10.1007/978-3-540-45072-6\\_12},\n  doi          = {10.1007/978-3-540-45072-6\\_12},\n  timestamp    = {Sun, 25 Oct 2020 22:55:02 +0100},\n  biburl       = {https://dblp.org/rec/conf/ssd/PapadimitriouF03.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Adaptive, Hands-Off Stream Mining.\n \n \n \n \n\n\n \n Papadimitriou, S.; Brockwell, A.; and Faloutsos, C.\n\n\n \n\n\n\n In Freytag, J. C.; Lockemann, P. C.; Abiteboul, S.; Carey, M. J.; Selinger, P. G.; and Heuer, A., editor(s), Proceedings of 29th International Conference on Very Large Data Bases, VLDB 2003, Berlin, Germany, September 9-12, 2003, pages 560–571, 2003. Morgan Kaufmann\n \n\n\n\n
\n\n\n\n \n \n \"Adaptive,Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/vldb/PapadimitriouBF03,\n  author       = {Spiros Papadimitriou and\n                  Anthony Brockwell and\n                  Christos Faloutsos},\n  editor       = {Johann Christoph Freytag and\n                  Peter C. Lockemann and\n                  Serge Abiteboul and\n                  Michael J. Carey and\n                  Patricia G. Selinger and\n                  Andreas Heuer},\n  title        = {Adaptive, Hands-Off Stream Mining},\n  booktitle    = {Proceedings of 29th International Conference on Very Large Data Bases,\n                  {VLDB} 2003, Berlin, Germany, September 9-12, 2003},\n  pages        = {560--571},\n  publisher    = {Morgan Kaufmann},\n  year         = {2003},\n  url          = {http://www.vldb.org/conf/2003/papers/S17P03.pdf},\n  doi          = {10.1016/B978-012722442-8/50056-2},\n  timestamp    = {Thu, 12 Mar 2020 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/vldb/PapadimitriouBF03.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n Proceedings of the Ninth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 24 - 27, 2003.\n \n \n \n\n\n \n Getoor, L.; Senator, T. E.; Domingos, P. M.; and Faloutsos, C.,\n editors.\n \n\n\n \n\n\n\n ACM. 2003.\n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@proceedings{DBLP:conf/kdd/2003,\n  editor       = {Lise Getoor and\n                  Ted E. Senator and\n                  Pedro M. Domingos and\n                  Christos Faloutsos},\n  title        = {Proceedings of the Ninth {ACM} {SIGKDD} International Conference on\n                  Knowledge Discovery and Data Mining, Washington, DC, USA, August 24\n                  - 27, 2003},\n  publisher    = {{ACM}},\n  year         = {2003},\n  isbn         = {1-58113-737-0},\n  timestamp    = {Thu, 07 May 2015 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/kdd/2003.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n  \n 2002\n \n \n (18)\n \n \n
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\n \n\n \n \n \n \n \n \n Data-driven evolution of data mining algorithms.\n \n \n \n \n\n\n \n Smyth, P.; Pregibon, D.; and Faloutsos, C.\n\n\n \n\n\n\n Commun. ACM, 45(8): 33–37. 2002.\n \n\n\n\n
\n\n\n\n \n \n \"Data-drivenPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/cacm/SmythPF02,\n  author       = {Padhraic Smyth and\n                  Daryl Pregibon and\n                  Christos Faloutsos},\n  title        = {Data-driven evolution of data mining algorithms},\n  journal      = {Commun. {ACM}},\n  volume       = {45},\n  number       = {8},\n  pages        = {33--37},\n  year         = {2002},\n  url          = {https://doi.org/10.1145/545151.545175},\n  doi          = {10.1145/545151.545175},\n  timestamp    = {Tue, 29 Dec 2020 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/cacm/SmythPF02.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Fundamentals of Scheduling and Performance of Video Tape Libraries.\n \n \n \n \n\n\n \n Georgiadis, C.; Triantafillou, P.; and Faloutsos, C.\n\n\n \n\n\n\n Multim. Tools Appl., 18(2): 137–158. 2002.\n \n\n\n\n
\n\n\n\n \n \n \"FundamentalsPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/mta/GeorgiadisTF02,\n  author       = {Costas Georgiadis and\n                  Peter Triantafillou and\n                  Christos Faloutsos},\n  title        = {Fundamentals of Scheduling and Performance of Video Tape Libraries},\n  journal      = {Multim. Tools Appl.},\n  volume       = {18},\n  number       = {2},\n  pages        = {137--158},\n  year         = {2002},\n  url          = {https://doi.org/10.1023/A:1016207026242},\n  doi          = {10.1023/A:1016207026242},\n  timestamp    = {Mon, 11 May 2020 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/mta/GeorgiadisTF02.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n Capturing the spatio-temporal behavior of real traffic data.\n \n \n \n\n\n \n Wang, M.; Ailamaki, A.; and Faloutsos, C.\n\n\n \n\n\n\n Perform. Evaluation, 49(1/4): 147–163. 2002.\n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/pe/WangAF02,\n  author       = {Mengzhi Wang and\n                  Anastassia Ailamaki and\n                  Christos Faloutsos},\n  title        = {Capturing the spatio-temporal behavior of real traffic data},\n  journal      = {Perform. Evaluation},\n  volume       = {49},\n  number       = {1/4},\n  pages        = {147--163},\n  year         = {2002},\n  timestamp    = {Sat, 22 Feb 2020 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/pe/WangAF02.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n KDD-2002 Workshop Report Fractals and Self-similarity in Data Mining: Issues and Approaches.\n \n \n \n \n\n\n \n Adibi, J.; and Faloutsos, C.\n\n\n \n\n\n\n SIGKDD Explor., 4(2): 115–117. 2002.\n \n\n\n\n
\n\n\n\n \n \n \"KDD-2002Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/sigkdd/AdibiF02,\n  author       = {Jafar Adibi and\n                  Christos Faloutsos},\n  title        = {{KDD-2002} Workshop Report Fractals and Self-similarity in Data Mining:\n                  Issues and Approaches},\n  journal      = {{SIGKDD} Explor.},\n  volume       = {4},\n  number       = {2},\n  pages        = {115--117},\n  year         = {2002},\n  url          = {https://doi.org/10.1145/772862.772885},\n  doi          = {10.1145/772862.772885},\n  timestamp    = {Tue, 29 Sep 2020 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/sigkdd/AdibiF02.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Fast Indexing and Visualization of Metric Data Sets using Slim-Trees.\n \n \n \n \n\n\n \n Jr., C. T.; Traina, A. J. M.; Faloutsos, C.; and Seeger, B.\n\n\n \n\n\n\n IEEE Trans. Knowl. Data Eng., 14(2): 244–260. 2002.\n \n\n\n\n
\n\n\n\n \n \n \"FastPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/tkde/TrainaTFS02,\n  author       = {Caetano Traina Jr. and\n                  Agma J. M. Traina and\n                  Christos Faloutsos and\n                  Bernhard Seeger},\n  title        = {Fast Indexing and Visualization of Metric Data Sets using Slim-Trees},\n  journal      = {{IEEE} Trans. Knowl. Data Eng.},\n  volume       = {14},\n  number       = {2},\n  pages        = {244--260},\n  year         = {2002},\n  url          = {https://doi.org/10.1109/69.991715},\n  doi          = {10.1109/69.991715},\n  timestamp    = {Sun, 06 Oct 2024 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/tkde/TrainaTFS02.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n ImageMap: An Image Indexing Method Based on Spatial Similarity.\n \n \n \n \n\n\n \n Petrakis, E. G. M.; Faloutsos, C.; and Lin, K.\n\n\n \n\n\n\n IEEE Trans. Knowl. Data Eng., 14(5): 979–987. 2002.\n \n\n\n\n
\n\n\n\n \n \n \"ImageMap:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/tkde/PetrakisFL02,\n  author       = {Euripides G. M. Petrakis and\n                  Christos Faloutsos and\n                  King{-}Ip Lin},\n  title        = {ImageMap: An Image Indexing Method Based on Spatial Similarity},\n  journal      = {{IEEE} Trans. Knowl. Data Eng.},\n  volume       = {14},\n  number       = {5},\n  pages        = {979--987},\n  year         = {2002},\n  url          = {https://doi.org/10.1109/TKDE.2002.1033768},\n  doi          = {10.1109/TKDE.2002.1033768},\n  timestamp    = {Mon, 03 Jan 2022 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/tkde/PetrakisFL02.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n F4: large-scale automated forecasting using fractals.\n \n \n \n \n\n\n \n Chakrabarti, D.; and Faloutsos, C.\n\n\n \n\n\n\n In Proceedings of the 2002 ACM CIKM International Conference on Information and Knowledge Management, McLean, VA, USA, November 4-9, 2002, pages 2–9, 2002. ACM\n \n\n\n\n
\n\n\n\n \n \n \"F4:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/cikm/ChakrabartiF02,\n  author       = {Deepayan Chakrabarti and\n                  Christos Faloutsos},\n  title        = {{F4:} large-scale automated forecasting using fractals},\n  booktitle    = {Proceedings of the 2002 {ACM} {CIKM} International Conference on Information\n                  and Knowledge Management, McLean, VA, USA, November 4-9, 2002},\n  pages        = {2--9},\n  publisher    = {{ACM}},\n  year         = {2002},\n  url          = {https://doi.org/10.1145/584792.584797},\n  doi          = {10.1145/584792.584797},\n  timestamp    = {Sun, 02 Jun 2019 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/cikm/ChakrabartiF02.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Future directions in data mining: streams, networks, self-similarity and power laws.\n \n \n \n \n\n\n \n Faloutsos, C.\n\n\n \n\n\n\n In Proceedings of the 2002 ACM CIKM International Conference on Information and Knowledge Management, McLean, VA, USA, November 4-9, 2002, pages 93, 2002. ACM\n \n\n\n\n
\n\n\n\n \n \n \"FuturePaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/cikm/Faloutsos02,\n  author       = {Christos Faloutsos},\n  title        = {Future directions in data mining: streams, networks, self-similarity\n                  and power laws},\n  booktitle    = {Proceedings of the 2002 {ACM} {CIKM} International Conference on Information\n                  and Knowledge Management, McLean, VA, USA, November 4-9, 2002},\n  pages        = {93},\n  publisher    = {{ACM}},\n  year         = {2002},\n  url          = {https://doi.org/10.1145/584792.584794},\n  doi          = {10.1145/584792.584794},\n  timestamp    = {Sun, 02 Jun 2019 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/cikm/Faloutsos02.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n How to improve the pruning ability of dynamic metric access methods.\n \n \n \n \n\n\n \n Jr., C. T.; Traina, A. J. M.; Filho, R. F. S.; and Faloutsos, C.\n\n\n \n\n\n\n In Proceedings of the 2002 ACM CIKM International Conference on Information and Knowledge Management, McLean, VA, USA, November 4-9, 2002, pages 219–226, 2002. ACM\n \n\n\n\n
\n\n\n\n \n \n \"HowPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/cikm/TrainaTFF02,\n  author       = {Caetano Traina Jr. and\n                  Agma J. M. Traina and\n                  Roberto F. Santos Filho and\n                  Christos Faloutsos},\n  title        = {How to improve the pruning ability of dynamic metric access methods},\n  booktitle    = {Proceedings of the 2002 {ACM} {CIKM} International Conference on Information\n                  and Knowledge Management, McLean, VA, USA, November 4-9, 2002},\n  pages        = {219--226},\n  publisher    = {{ACM}},\n  year         = {2002},\n  url          = {https://doi.org/10.1145/584792.584831},\n  doi          = {10.1145/584792.584831},\n  timestamp    = {Sun, 06 Oct 2024 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/cikm/TrainaTFF02.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n \"GeoPlot\": spatial data mining on video libraries.\n \n \n \n \n\n\n \n Pan, J.; and Faloutsos, C.\n\n\n \n\n\n\n In Proceedings of the 2002 ACM CIKM International Conference on Information and Knowledge Management, McLean, VA, USA, November 4-9, 2002, pages 405–412, 2002. ACM\n \n\n\n\n
\n\n\n\n \n \n \""GeoPlot":Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/cikm/PanF02,\n  author       = {Jia{-}Yu Pan and\n                  Christos Faloutsos},\n  title        = {"GeoPlot": spatial data mining on video libraries},\n  booktitle    = {Proceedings of the 2002 {ACM} {CIKM} International Conference on Information\n                  and Knowledge Management, McLean, VA, USA, November 4-9, 2002},\n  pages        = {405--412},\n  publisher    = {{ACM}},\n  year         = {2002},\n  url          = {https://doi.org/10.1145/584792.584859},\n  doi          = {10.1145/584792.584859},\n  timestamp    = {Sun, 02 Jun 2019 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/cikm/PanF02.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Indexing Values in Continuous Field Databases.\n \n \n \n \n\n\n \n Kang, M.; Faloutsos, C.; Laurini, R.; and Servigne, S.\n\n\n \n\n\n\n In Jensen, C. S.; Jeffery, K. G.; Pokorný, J.; Saltenis, S.; Bertino, E.; Böhm, K.; and Jarke, M., editor(s), Advances in Database Technology - EDBT 2002, 8th International Conference on Extending Database Technology, Prague, Czech Republic, March 25-27, Proceedings, volume 2287, of Lecture Notes in Computer Science, pages 197–214, 2002. Springer\n \n\n\n\n
\n\n\n\n \n \n \"IndexingPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/edbt/KangFLS02,\n  author       = {Myoung{-}Ah Kang and\n                  Christos Faloutsos and\n                  Robert Laurini and\n                  Sylvie Servigne},\n  editor       = {Christian S. Jensen and\n                  Keith G. Jeffery and\n                  Jaroslav Pokorn{\\'{y}} and\n                  Simonas Saltenis and\n                  Elisa Bertino and\n                  Klemens B{\\"{o}}hm and\n                  Matthias Jarke},\n  title        = {Indexing Values in Continuous Field Databases},\n  booktitle    = {Advances in Database Technology - {EDBT} 2002, 8th International Conference\n                  on Extending Database Technology, Prague, Czech Republic, March 25-27,\n                  Proceedings},\n  series       = {Lecture Notes in Computer Science},\n  volume       = {2287},\n  pages        = {197--214},\n  publisher    = {Springer},\n  year         = {2002},\n  url          = {https://doi.org/10.1007/3-540-45876-X\\_14},\n  doi          = {10.1007/3-540-45876-X\\_14},\n  timestamp    = {Sun, 02 Jun 2019 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/edbt/KangFLS02.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n FastCARS: fast, correlation-aware sampling for network data mining.\n \n \n \n \n\n\n \n Pan, J.; Seshan, S.; and Faloutsos, C.\n\n\n \n\n\n\n In Proceedings of the Global Telecommunications Conference, 2002. GLOBECOM '02, Taipei, Taiwan, 17-21 November, 2002, pages 2155–2159, 2002. IEEE\n \n\n\n\n
\n\n\n\n \n \n \"FastCARS:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/globecom/PanSF02,\n  author       = {Jia{-}Yu Pan and\n                  Srinivasan Seshan and\n                  Christos Faloutsos},\n  title        = {FastCARS: fast, correlation-aware sampling for network data mining},\n  booktitle    = {Proceedings of the Global Telecommunications Conference, 2002. {GLOBECOM}\n                  '02, Taipei, Taiwan, 17-21 November, 2002},\n  pages        = {2155--2159},\n  publisher    = {{IEEE}},\n  year         = {2002},\n  url          = {https://doi.org/10.1109/GLOCOM.2002.1189013},\n  doi          = {10.1109/GLOCOM.2002.1189013},\n  timestamp    = {Sun, 12 Nov 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/globecom/PanSF02.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n VideoCube: A Novel Tool for Video Mining and Classification.\n \n \n \n \n\n\n \n Pan, J.; and Faloutsos, C.\n\n\n \n\n\n\n In Lim, E.; Foo, S.; Khoo, C. S. G.; Chen, H.; Fox, E. A.; Urs, S. R.; and Thanos, C., editor(s), Digital Libraries: People, Knowledge, and Technology, 5th International Conference on Asian Digital Libraries, ICADL 2002 Singapore, December 11-14, 2002, Proceedings, volume 2555, of Lecture Notes in Computer Science, pages 194–205, 2002. Springer\n \n\n\n\n
\n\n\n\n \n \n \"VideoCube:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/icadl/PanF02,\n  author       = {Jia{-}Yu Pan and\n                  Christos Faloutsos},\n  editor       = {Ee{-}Peng Lim and\n                  Schubert Foo and\n                  Christopher S. G. Khoo and\n                  Hsinchun Chen and\n                  Edward A. Fox and\n                  Shalini R. Urs and\n                  Costantino Thanos},\n  title        = {VideoCube: {A} Novel Tool for Video Mining and Classification},\n  booktitle    = {Digital Libraries: People, Knowledge, and Technology, 5th International\n                  Conference on Asian Digital Libraries, {ICADL} 2002 Singapore, December\n                  11-14, 2002, Proceedings},\n  series       = {Lecture Notes in Computer Science},\n  volume       = {2555},\n  pages        = {194--205},\n  publisher    = {Springer},\n  year         = {2002},\n  url          = {https://doi.org/10.1007/3-540-36227-4\\_20},\n  doi          = {10.1007/3-540-36227-4\\_20},\n  timestamp    = {Sun, 02 Jun 2019 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/icadl/PanF02.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Data Mining Meets Performance Evaluation: Fast Algorithms for Modeling Bursty Traffic.\n \n \n \n \n\n\n \n Wang, M.; Chan, N. H.; Papadimitriou, S.; Faloutsos, C.; and Madhyastha, T. M.\n\n\n \n\n\n\n In Agrawal, R.; and Dittrich, K. R., editor(s), Proceedings of the 18th International Conference on Data Engineering, San Jose, CA, USA, February 26 - March 1, 2002, pages 507–516, 2002. IEEE Computer Society\n \n\n\n\n
\n\n\n\n \n \n \"DataPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/icde/WangCPFM02,\n  author       = {Mengzhi Wang and\n                  Ngai Hang Chan and\n                  Spiros Papadimitriou and\n                  Christos Faloutsos and\n                  Tara M. Madhyastha},\n  editor       = {Rakesh Agrawal and\n                  Klaus R. Dittrich},\n  title        = {Data Mining Meets Performance Evaluation: Fast Algorithms for Modeling\n                  Bursty Traffic},\n  booktitle    = {Proceedings of the 18th International Conference on Data Engineering,\n                  San Jose, CA, USA, February 26 - March 1, 2002},\n  pages        = {507--516},\n  publisher    = {{IEEE} Computer Society},\n  year         = {2002},\n  url          = {https://doi.org/10.1109/ICDE.2002.994770},\n  doi          = {10.1109/ICDE.2002.994770},\n  timestamp    = {Thu, 23 Mar 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/icde/WangCPFM02.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n Data Visualization in RDBMS.\n \n \n \n\n\n \n Barioni, M. C. N.; Botelho, E.; Faloutsos, C.; Razente, H. L.; Traina, A. J. M.; and Jr., C. T.\n\n\n \n\n\n\n In Kiyoki, Y.; Yoshikawa, M.; and Tanaka, K., editor(s), Information Systems and Databases (ISDB 2002), Proceedings of the IASTED International Conference, September 25-27, 2002, Tokyo, Japan, pages 264–269, 2002. Acta Press\n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/isdb/BarioniBFRMT02,\n  author       = {Maria Camila Nardini Barioni and\n                  Elis{\\^{a}}ngela Botelho and\n                  Christos Faloutsos and\n                  Humberto Luiz Razente and\n                  Agma J. M. Traina and\n                  Caetano Traina Jr.},\n  editor       = {Yasushi Kiyoki and\n                  Masatoshi Yoshikawa and\n                  Katsumi Tanaka},\n  title        = {Data Visualization in {RDBMS}},\n  booktitle    = {Information Systems and Databases {(ISDB} 2002), Proceedings of the\n                  {IASTED} International Conference, September 25-27, 2002, Tokyo, Japan},\n  pages        = {264--269},\n  publisher    = {Acta Press},\n  year         = {2002},\n  timestamp    = {Fri, 15 Oct 2004 14:44:08 +0200},\n  biburl       = {https://dblp.org/rec/conf/isdb/BarioniBFRMT02.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n ANF: a fast and scalable tool for data mining in massive graphs.\n \n \n \n \n\n\n \n Palmer, C. R.; Gibbons, P. B.; and Faloutsos, C.\n\n\n \n\n\n\n In Proceedings of the Eighth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, July 23-26, 2002, Edmonton, Alberta, Canada, pages 81–90, 2002. ACM\n \n\n\n\n
\n\n\n\n \n \n \"ANF:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/kdd/PalmerGF02,\n  author       = {Christopher R. Palmer and\n                  Phillip B. Gibbons and\n                  Christos Faloutsos},\n  title        = {{ANF:} a fast and scalable tool for data mining in massive graphs},\n  booktitle    = {Proceedings of the Eighth {ACM} {SIGKDD} International Conference\n                  on Knowledge Discovery and Data Mining, July 23-26, 2002, Edmonton,\n                  Alberta, Canada},\n  pages        = {81--90},\n  publisher    = {{ACM}},\n  year         = {2002},\n  url          = {https://doi.org/10.1145/775047.775059},\n  doi          = {10.1145/775047.775059},\n  timestamp    = {Sun, 02 Jun 2019 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/kdd/PalmerGF02.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Making every bit count: fast nonlinear axis scaling.\n \n \n \n \n\n\n \n Wu, L.; and Faloutsos, C.\n\n\n \n\n\n\n In Proceedings of the Eighth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, July 23-26, 2002, Edmonton, Alberta, Canada, pages 664–669, 2002. ACM\n \n\n\n\n
\n\n\n\n \n \n \"MakingPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/kdd/WuF02,\n  author       = {Leejay Wu and\n                  Christos Faloutsos},\n  title        = {Making every bit count: fast nonlinear axis scaling},\n  booktitle    = {Proceedings of the Eighth {ACM} {SIGKDD} International Conference\n                  on Knowledge Discovery and Data Mining, July 23-26, 2002, Edmonton,\n                  Alberta, Canada},\n  pages        = {664--669},\n  publisher    = {{ACM}},\n  year         = {2002},\n  url          = {https://doi.org/10.1145/775047.775146},\n  doi          = {10.1145/775047.775146},\n  timestamp    = {Sun, 02 Jun 2019 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/kdd/WuF02.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n Sensor Data Mining: Similarity Search and Pattern Analysis.\n \n \n \n\n\n \n Faloutsos, C.\n\n\n \n\n\n\n In Proceedings of 28th International Conference on Very Large Data Bases, VLDB 2002, Hong Kong, August 20-23, 2002, 2002. Morgan Kaufmann\n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/vldb/Faloutsos02,\n  author       = {Christos Faloutsos},\n  title        = {Sensor Data Mining: Similarity Search and Pattern Analysis},\n  booktitle    = {Proceedings of 28th International Conference on Very Large Data Bases,\n                  {VLDB} 2002, Hong Kong, August 20-23, 2002},\n  publisher    = {Morgan Kaufmann},\n  year         = {2002},\n  timestamp    = {Thu, 06 Jun 2019 13:25:09 +0200},\n  biburl       = {https://dblp.org/rec/conf/vldb/Faloutsos02.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n  \n 2001\n \n \n (11)\n \n \n
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\n \n\n \n \n \n \n \n \n Active Disks for Large-Scale Data Processing.\n \n \n \n \n\n\n \n Riedel, E.; Faloutsos, C.; Gibson, G. A.; and Nagle, D.\n\n\n \n\n\n\n Computer, 34(6): 68–74. 2001.\n \n\n\n\n
\n\n\n\n \n \n \"ActivePaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/computer/RiedelFGN01,\n  author       = {Erik Riedel and\n                  Christos Faloutsos and\n                  Garth A. Gibson and\n                  David Nagle},\n  title        = {Active Disks for Large-Scale Data Processing},\n  journal      = {Computer},\n  volume       = {34},\n  number       = {6},\n  pages        = {68--74},\n  year         = {2001},\n  url          = {https://doi.org/10.1109/2.928624},\n  doi          = {10.1109/2.928624},\n  timestamp    = {Wed, 12 Aug 2020 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/computer/RiedelFGN01.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Identifying Web Browsing Trends and Patterns.\n \n \n \n \n\n\n \n Montgomery, A. L.; and Faloutsos, C.\n\n\n \n\n\n\n Computer, 34(7): 94–95. 2001.\n \n\n\n\n
\n\n\n\n \n \n \"IdentifyingPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/computer/MontgomeryF01,\n  author       = {Alan L. Montgomery and\n                  Christos Faloutsos},\n  title        = {Identifying Web Browsing Trends and Patterns},\n  journal      = {Computer},\n  volume       = {34},\n  number       = {7},\n  pages        = {94--95},\n  year         = {2001},\n  url          = {https://doi.org/10.1109/2.933515},\n  doi          = {10.1109/2.933515},\n  timestamp    = {Wed, 12 Aug 2020 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/computer/MontgomeryF01.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Multimedia Queries by Example and Relevance Feedback.\n \n \n \n \n\n\n \n Wu, L.; Faloutsos, C.; Sycara, K. P.; and Payne, T. R.\n\n\n \n\n\n\n IEEE Data Eng. Bull., 24(3): 14–21. 2001.\n \n\n\n\n
\n\n\n\n \n \n \"MultimediaPaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/debu/WuFSP01,\n  author       = {Leejay Wu and\n                  Christos Faloutsos and\n                  Katia P. Sycara and\n                  Terry R. Payne},\n  title        = {Multimedia Queries by Example and Relevance Feedback},\n  journal      = {{IEEE} Data Eng. Bull.},\n  volume       = {24},\n  number       = {3},\n  pages        = {14--21},\n  year         = {2001},\n  url          = {http://sites.computer.org/debull/A01SEP-CD.pdf},\n  timestamp    = {Tue, 10 Mar 2020 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/debu/WuFSP01.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n On the 'Dimensionality Curse' and the 'Self-Similarity Blessing'.\n \n \n \n \n\n\n \n Korn, F.; Pagel, B.; and Faloutsos, C.\n\n\n \n\n\n\n IEEE Trans. Knowl. Data Eng., 13(1): 96–111. 2001.\n \n\n\n\n
\n\n\n\n \n \n \"OnPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/tkde/KornPF01,\n  author       = {Flip Korn and\n                  Bernd{-}Uwe Pagel and\n                  Christos Faloutsos},\n  title        = {On the 'Dimensionality Curse' and the 'Self-Similarity Blessing'},\n  journal      = {{IEEE} Trans. Knowl. Data Eng.},\n  volume       = {13},\n  number       = {1},\n  pages        = {96--111},\n  year         = {2001},\n  url          = {https://doi.org/10.1109/69.908983},\n  doi          = {10.1109/69.908983},\n  timestamp    = {Sun, 02 Jun 2019 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/tkde/KornPF01.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Analysis of the Clustering Properties of the Hilbert Space-Filling Curve.\n \n \n \n \n\n\n \n Moon, B.; Jagadish, H. V.; Faloutsos, C.; and Saltz, J. H.\n\n\n \n\n\n\n IEEE Trans. Knowl. Data Eng., 13(1): 124–141. 2001.\n \n\n\n\n
\n\n\n\n \n \n \"AnalysisPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/tkde/MoonJFS01,\n  author       = {Bongki Moon and\n                  H. V. Jagadish and\n                  Christos Faloutsos and\n                  Joel H. Saltz},\n  title        = {Analysis of the Clustering Properties of the Hilbert Space-Filling\n                  Curve},\n  journal      = {{IEEE} Trans. Knowl. Data Eng.},\n  volume       = {13},\n  number       = {1},\n  pages        = {124--141},\n  year         = {2001},\n  url          = {https://doi.org/10.1109/69.908985},\n  doi          = {10.1109/69.908985},\n  timestamp    = {Wed, 14 Nov 2018 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/tkde/MoonJFS01.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Accurate Modeling of Region Data.\n \n \n \n \n\n\n \n Proietti, G.; and Faloutsos, C.\n\n\n \n\n\n\n IEEE Trans. Knowl. Data Eng., 13(6): 874–883. 2001.\n \n\n\n\n
\n\n\n\n \n \n \"AccuratePaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/tkde/ProiettiF01,\n  author       = {Guido Proietti and\n                  Christos Faloutsos},\n  title        = {Accurate Modeling of Region Data},\n  journal      = {{IEEE} Trans. Knowl. Data Eng.},\n  volume       = {13},\n  number       = {6},\n  pages        = {874--883},\n  year         = {2001},\n  url          = {https://doi.org/10.1109/69.971184},\n  doi          = {10.1109/69.971184},\n  timestamp    = {Thu, 23 Jun 2022 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/tkde/ProiettiF01.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Similarity Search without Tears: The OMNI Family of All-purpose Access Methods.\n \n \n \n \n\n\n \n Filho, R. F. S.; Traina, A. J. M.; Jr., C. T.; and Faloutsos, C.\n\n\n \n\n\n\n In Georgakopoulos, D.; and Buchmann, A., editor(s), Proceedings of the 17th International Conference on Data Engineering, April 2-6, 2001, Heidelberg, Germany, pages 623–630, 2001. IEEE Computer Society\n \n\n\n\n
\n\n\n\n \n \n \"SimilarityPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/icde/FilhoTTF01,\n  author       = {Roberto F. Santos Filho and\n                  Agma J. M. Traina and\n                  Caetano Traina Jr. and\n                  Christos Faloutsos},\n  editor       = {Dimitrios Georgakopoulos and\n                  Alexander Buchmann},\n  title        = {Similarity Search without Tears: The {OMNI} Family of All-purpose\n                  Access Methods},\n  booktitle    = {Proceedings of the 17th International Conference on Data Engineering,\n                  April 2-6, 2001, Heidelberg, Germany},\n  pages        = {623--630},\n  publisher    = {{IEEE} Computer Society},\n  year         = {2001},\n  url          = {https://doi.org/10.1109/ICDE.2001.914877},\n  doi          = {10.1109/ICDE.2001.914877},\n  timestamp    = {Sun, 06 Oct 2024 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/icde/FilhoTTF01.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n VideoGraph: a new tool for video mining and classification.\n \n \n \n \n\n\n \n Pan, J.; and Faloutsos, C.\n\n\n \n\n\n\n In ACM/IEEE Joint Conference on Digital Libraries, JCDL 2001, Roanoke, Virginia, USA, June 24-28, 2001, Proceedings, pages 116–117, 2001. ACM\n \n\n\n\n
\n\n\n\n \n \n \"VideoGraph:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/jcdl/PanFV01,\n  author       = {Jia{-}Yu Pan and\n                  Christos Faloutsos},\n  title        = {VideoGraph: a new tool for video mining and classification},\n  booktitle    = {{ACM/IEEE} Joint Conference on Digital Libraries, {JCDL} 2001, Roanoke,\n                  Virginia, USA, June 24-28, 2001, Proceedings},\n  pages        = {116--117},\n  publisher    = {{ACM}},\n  year         = {2001},\n  url          = {https://doi.org/10.1145/379437.379462},\n  doi          = {10.1145/379437.379462},\n  timestamp    = {Sun, 02 Jun 2019 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/jcdl/PanFV01.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n The \"DGX\" distribution for mining massive, skewed data.\n \n \n \n \n\n\n \n Bi, Z.; Faloutsos, C.; and Korn, F.\n\n\n \n\n\n\n In Lee, D.; Schkolnick, M.; Provost, F. J.; and Srikant, R., editor(s), Proceedings of the seventh ACM SIGKDD international conference on Knowledge discovery and data mining, San Francisco, CA, USA, August 26-29, 2001, pages 17–26, 2001. ACM\n \n\n\n\n
\n\n\n\n \n \n \"ThePaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/kdd/BiFK01,\n  author       = {Zhiqiang Bi and\n                  Christos Faloutsos and\n                  Flip Korn},\n  editor       = {Doheon Lee and\n                  Mario Schkolnick and\n                  Foster J. Provost and\n                  Ramakrishnan Srikant},\n  title        = {The "DGX" distribution for mining massive, skewed data},\n  booktitle    = {Proceedings of the seventh {ACM} {SIGKDD} international conference\n                  on Knowledge discovery and data mining, San Francisco, CA, USA, August\n                  26-29, 2001},\n  pages        = {17--26},\n  publisher    = {{ACM}},\n  year         = {2001},\n  url          = {https://doi.org/10.1145/502512.502521},\n  doi          = {10.1145/502512.502521},\n  timestamp    = {Tue, 01 Jun 2021 15:21:34 +0200},\n  biburl       = {https://dblp.org/rec/conf/kdd/BiFK01.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Tri-plots: scalable tools for multidimensional data mining.\n \n \n \n \n\n\n \n Traina, A. J. M.; Jr., C. T.; Papadimitriou, S.; and Faloutsos, C.\n\n\n \n\n\n\n In Lee, D.; Schkolnick, M.; Provost, F. J.; and Srikant, R., editor(s), Proceedings of the seventh ACM SIGKDD international conference on Knowledge discovery and data mining, San Francisco, CA, USA, August 26-29, 2001, pages 184–193, 2001. ACM\n \n\n\n\n
\n\n\n\n \n \n \"Tri-plots:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/kdd/TrainaTPF01,\n  author       = {Agma J. M. Traina and\n                  Caetano Traina Jr. and\n                  Spiros Papadimitriou and\n                  Christos Faloutsos},\n  editor       = {Doheon Lee and\n                  Mario Schkolnick and\n                  Foster J. Provost and\n                  Ramakrishnan Srikant},\n  title        = {Tri-plots: scalable tools for multidimensional data mining},\n  booktitle    = {Proceedings of the seventh {ACM} {SIGKDD} international conference\n                  on Knowledge discovery and data mining, San Francisco, CA, USA, August\n                  26-29, 2001},\n  pages        = {184--193},\n  publisher    = {{ACM}},\n  year         = {2001},\n  url          = {https://doi.org/10.1145/502512.502538},\n  doi          = {10.1145/502512.502538},\n  timestamp    = {Mon, 22 Mar 2021 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/kdd/TrainaTPF01.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n NetCube: A Scalable Tool for Fast Data Mining and Compression.\n \n \n \n \n\n\n \n Margaritis, D.; Faloutsos, C.; and Thrun, S.\n\n\n \n\n\n\n In Apers, P. M. G.; Atzeni, P.; Ceri, S.; Paraboschi, S.; Ramamohanarao, K.; and Snodgrass, R. T., editor(s), VLDB 2001, Proceedings of 27th International Conference on Very Large Data Bases, September 11-14, 2001, Roma, Italy, pages 311–320, 2001. Morgan Kaufmann\n \n\n\n\n
\n\n\n\n \n \n \"NetCube:Paper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/vldb/MargaritisFT01,\n  author       = {Dimitris Margaritis and\n                  Christos Faloutsos and\n                  Sebastian Thrun},\n  editor       = {Peter M. G. Apers and\n                  Paolo Atzeni and\n                  Stefano Ceri and\n                  Stefano Paraboschi and\n                  Kotagiri Ramamohanarao and\n                  Richard T. Snodgrass},\n  title        = {NetCube: {A} Scalable Tool for Fast Data Mining and Compression},\n  booktitle    = {{VLDB} 2001, Proceedings of 27th International Conference on Very\n                  Large Data Bases, September 11-14, 2001, Roma, Italy},\n  pages        = {311--320},\n  publisher    = {Morgan Kaufmann},\n  year         = {2001},\n  url          = {http://www.vldb.org/conf/2001/P311.pdf},\n  timestamp    = {Thu, 12 Mar 2020 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/vldb/MargaritisFT01.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n  \n 2000\n \n \n (14)\n \n \n
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\n \n\n \n \n \n \n \n Reminiscences on Influential Papers.\n \n \n \n\n\n \n Ross, K. A.; Faloutsos, C.; Levy, A. Y.; O'Neil, P. E.; Simon, E.; Srivastava, D.; Vianu, V.; and Weikum, G.\n\n\n \n\n\n\n SIGMOD Rec., 29(1): 52–65. 2000.\n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@article{DBLP:journals/sigmod/RossFLOSSVW00,\n  author       = {Kenneth A. Ross and\n                  Christos Faloutsos and\n                  Alon Y. Levy and\n                  Patrick E. O'Neil and\n                  Eric Simon and\n                  Divesh Srivastava and\n                  Victor Vianu and\n                  Gerhard Weikum},\n  title        = {Reminiscences on Influential Papers},\n  journal      = {{SIGMOD} Rec.},\n  volume       = {29},\n  number       = {1},\n  pages        = {52--65},\n  year         = {2000},\n  timestamp    = {Thu, 24 Mar 2022 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/sigmod/RossFLOSSVW00.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Analysis of Range Queries and Self-Spatial Join Queries on Real Region Datasets Stored Using an R-Tree.\n \n \n \n \n\n\n \n Proietti, G.; and Faloutsos, C.\n\n\n \n\n\n\n IEEE Trans. Knowl. Data Eng., 12(5): 751–762. 2000.\n \n\n\n\n
\n\n\n\n \n \n \"AnalysisPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@article{DBLP:journals/tkde/ProiettiF00,\n  author       = {Guido Proietti and\n                  Christos Faloutsos},\n  title        = {Analysis of Range Queries and Self-Spatial Join Queries on Real Region\n                  Datasets Stored Using an R-Tree},\n  journal      = {{IEEE} Trans. Knowl. Data Eng.},\n  volume       = {12},\n  number       = {5},\n  pages        = {751--762},\n  year         = {2000},\n  url          = {https://doi.org/10.1109/69.877506},\n  doi          = {10.1109/69.877506},\n  timestamp    = {Thu, 23 Jun 2022 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/tkde/ProiettiF00.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Quantifiable Data Mining Using Ratio Rules.\n \n \n \n \n\n\n \n Korn, F.; Labrinidis, A.; Kotidis, Y.; and Faloutsos, C.\n\n\n \n\n\n\n VLDB J., 8(3-4): 254–266. 2000.\n \n\n\n\n
\n\n\n\n \n \n \"QuantifiablePaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@article{DBLP:journals/vldb/KornLKF00,\n  author       = {Flip Korn and\n                  Alexandros Labrinidis and\n                  Yannis Kotidis and\n                  Christos Faloutsos},\n  title        = {Quantifiable Data Mining Using Ratio Rules},\n  journal      = {{VLDB} J.},\n  volume       = {8},\n  number       = {3-4},\n  pages        = {254--266},\n  year         = {2000},\n  url          = {https://doi.org/10.1007/s007780050007},\n  doi          = {10.1007/S007780050007},\n  timestamp    = {Sun, 02 Jun 2019 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/vldb/KornLKF00.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Slim-Trees: High Performance Metric Trees Minimizing Overlap Between Nodes.\n \n \n \n \n\n\n \n Jr., C. T.; Traina, A. J. M.; Seeger, B.; and Faloutsos, C.\n\n\n \n\n\n\n In Zaniolo, C.; Lockemann, P. C.; Scholl, M. H.; and Grust, T., editor(s), Advances in Database Technology - EDBT 2000, 7th International Conference on Extending Database Technology, Konstanz, Germany, March 27-31, 2000, Proceedings, volume 1777, of Lecture Notes in Computer Science, pages 51–65, 2000. Springer\n \n\n\n\n
\n\n\n\n \n \n \"Slim-Trees:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/edbt/TrainaTSF00,\n  author       = {Caetano Traina Jr. and\n                  Agma J. M. Traina and\n                  Bernhard Seeger and\n                  Christos Faloutsos},\n  editor       = {Carlo Zaniolo and\n                  Peter C. Lockemann and\n                  Marc H. Scholl and\n                  Torsten Grust},\n  title        = {Slim-Trees: High Performance Metric Trees Minimizing Overlap Between\n                  Nodes},\n  booktitle    = {Advances in Database Technology - {EDBT} 2000, 7th International Conference\n                  on Extending Database Technology, Konstanz, Germany, March 27-31,\n                  2000, Proceedings},\n  series       = {Lecture Notes in Computer Science},\n  volume       = {1777},\n  pages        = {51--65},\n  publisher    = {Springer},\n  year         = {2000},\n  url          = {https://doi.org/10.1007/3-540-46439-5\\_4},\n  doi          = {10.1007/3-540-46439-5\\_4},\n  timestamp    = {Sun, 06 Oct 2024 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/edbt/TrainaTSF00.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Online Data Mining for Co-Evolving Time Sequences.\n \n \n \n \n\n\n \n Yi, B.; Sidiropoulos, N. D.; Johnson, T.; Jagadish, H. V.; Faloutsos, C.; and Biliris, A.\n\n\n \n\n\n\n In Lomet, D. B.; and Weikum, G., editor(s), Proceedings of the 16th International Conference on Data Engineering, San Diego, California, USA, February 28 - March 3, 2000, pages 13–22, 2000. IEEE Computer Society\n \n\n\n\n
\n\n\n\n \n \n \"OnlinePaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/icde/YiSJJFB00,\n  author       = {Byoung{-}Kee Yi and\n                  Nikolaos D. Sidiropoulos and\n                  Theodore Johnson and\n                  H. V. Jagadish and\n                  Christos Faloutsos and\n                  Alexandros Biliris},\n  editor       = {David B. Lomet and\n                  Gerhard Weikum},\n  title        = {Online Data Mining for Co-Evolving Time Sequences},\n  booktitle    = {Proceedings of the 16th International Conference on Data Engineering,\n                  San Diego, California, USA, February 28 - March 3, 2000},\n  pages        = {13--22},\n  publisher    = {{IEEE} Computer Society},\n  year         = {2000},\n  url          = {https://doi.org/10.1109/ICDE.2000.839383},\n  doi          = {10.1109/ICDE.2000.839383},\n  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/icde/YiSJJFB00.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Distance Exponent: A New Concept for Selectivity Estimation in Metric Trees.\n \n \n \n \n\n\n \n Jr., C. T.; Traina, A. J. M.; and Faloutsos, C.\n\n\n \n\n\n\n In Lomet, D. B.; and Weikum, G., editor(s), Proceedings of the 16th International Conference on Data Engineering, San Diego, California, USA, February 28 - March 3, 2000, pages 195, 2000. IEEE Computer Society\n \n\n\n\n
\n\n\n\n \n \n \"DistancePaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/icde/TrainaTF00,\n  author       = {Caetano Traina Jr. and\n                  Agma J. M. Traina and\n                  Christos Faloutsos},\n  editor       = {David B. Lomet and\n                  Gerhard Weikum},\n  title        = {Distance Exponent: {A} New Concept for Selectivity Estimation in Metric\n                  Trees},\n  booktitle    = {Proceedings of the 16th International Conference on Data Engineering,\n                  San Diego, California, USA, February 28 - March 3, 2000},\n  pages        = {195},\n  publisher    = {{IEEE} Computer Society},\n  year         = {2000},\n  url          = {https://doi.org/10.1109/ICDE.2000.839409},\n  doi          = {10.1109/ICDE.2000.839409},\n  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/icde/TrainaTF00.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Deflating the Dimensionality Curse Using Multiple Fractal Dimensions.\n \n \n \n \n\n\n \n Pagel, B.; Korn, F.; and Faloutsos, C.\n\n\n \n\n\n\n In Lomet, D. B.; and Weikum, G., editor(s), Proceedings of the 16th International Conference on Data Engineering, San Diego, California, USA, February 28 - March 3, 2000, pages 589–598, 2000. IEEE Computer Society\n \n\n\n\n
\n\n\n\n \n \n \"DeflatingPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/icde/PagelKF00,\n  author       = {Bernd{-}Uwe Pagel and\n                  Flip Korn and\n                  Christos Faloutsos},\n  editor       = {David B. Lomet and\n                  Gerhard Weikum},\n  title        = {Deflating the Dimensionality Curse Using Multiple Fractal Dimensions},\n  booktitle    = {Proceedings of the 16th International Conference on Data Engineering,\n                  San Diego, California, USA, February 28 - March 3, 2000},\n  pages        = {589--598},\n  publisher    = {{IEEE} Computer Society},\n  year         = {2000},\n  url          = {https://doi.org/10.1109/ICDE.2000.839457},\n  doi          = {10.1109/ICDE.2000.839457},\n  timestamp    = {Thu, 23 Mar 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/icde/PagelKF00.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n Fast Feature Selection Using Fractal Dimension.\n \n \n \n\n\n \n Jr., C. T.; Traina, A. J. M.; Wu, L.; and Faloutsos, C.\n\n\n \n\n\n\n In Becker, K.; de Souza, A. A.; de Souza Fernandes, D. Y.; and Batista, D. C. F., editor(s), XV Simpósio Brasileiro de Banco de Dados, 2-4 Outubro 2000, João Pessoa, Paraíba, Brasil, Anais, pages 158–171, 2000. CEFET-PB\n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/sbbd/TrainaTWF00,\n  author       = {Caetano Traina Jr. and\n                  Agma J. M. Traina and\n                  Leejay Wu and\n                  Christos Faloutsos},\n  editor       = {Karin Becker and\n                  Adriano Augusto de Souza and\n                  Damires Yluska de Souza Fernandes and\n                  Daniela Coelho Freire Batista},\n  title        = {Fast Feature Selection Using Fractal Dimension},\n  booktitle    = {{XV} Simp{\\'{o}}sio Brasileiro de Banco de Dados, 2-4 Outubro 2000,\n                  Jo{\\~{a}}o Pessoa, Para{\\'{\\i}}ba, Brasil, Anais},\n  pages        = {158--171},\n  publisher    = {{CEFET-PB}},\n  year         = {2000},\n  timestamp    = {Mon, 06 Oct 2003 10:47:11 +0200},\n  biburl       = {https://dblp.org/rec/conf/sbbd/TrainaTWF00.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Data Mining on an OLTP System (Nearly) for Free.\n \n \n \n \n\n\n \n Riedel, E.; Faloutsos, C.; Ganger, G. R.; and Nagle, D.\n\n\n \n\n\n\n In Chen, W.; Naughton, J. F.; and Bernstein, P. A., editor(s), Proceedings of the 2000 ACM SIGMOD International Conference on Management of Data, May 16-18, 2000, Dallas, Texas, USA, pages 13–21, 2000. ACM\n \n\n\n\n
\n\n\n\n \n \n \"DataPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/sigmod/RiedelFGN00,\n  author       = {Erik Riedel and\n                  Christos Faloutsos and\n                  Gregory R. Ganger and\n                  David Nagle},\n  editor       = {Weidong Chen and\n                  Jeffrey F. Naughton and\n                  Philip A. Bernstein},\n  title        = {Data Mining on an {OLTP} System (Nearly) for Free},\n  booktitle    = {Proceedings of the 2000 {ACM} {SIGMOD} International Conference on\n                  Management of Data, May 16-18, 2000, Dallas, Texas, {USA}},\n  pages        = {13--21},\n  publisher    = {{ACM}},\n  year         = {2000},\n  url          = {https://doi.org/10.1145/342009.335375},\n  doi          = {10.1145/342009.335375},\n  timestamp    = {Fri, 12 Mar 2021 14:14:34 +0100},\n  biburl       = {https://dblp.org/rec/conf/sigmod/RiedelFGN00.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Density Biased Sampling: An Improved Method for Data Mining and Clustering.\n \n \n \n \n\n\n \n Palmer, C. R.; and Faloutsos, C.\n\n\n \n\n\n\n In Chen, W.; Naughton, J. F.; and Bernstein, P. A., editor(s), Proceedings of the 2000 ACM SIGMOD International Conference on Management of Data, May 16-18, 2000, Dallas, Texas, USA, pages 82–92, 2000. ACM\n \n\n\n\n
\n\n\n\n \n \n \"DensityPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/sigmod/PalmerF00,\n  author       = {Christopher R. Palmer and\n                  Christos Faloutsos},\n  editor       = {Weidong Chen and\n                  Jeffrey F. Naughton and\n                  Philip A. Bernstein},\n  title        = {Density Biased Sampling: An Improved Method for Data Mining and Clustering},\n  booktitle    = {Proceedings of the 2000 {ACM} {SIGMOD} International Conference on\n                  Management of Data, May 16-18, 2000, Dallas, Texas, {USA}},\n  pages        = {82--92},\n  publisher    = {{ACM}},\n  year         = {2000},\n  url          = {https://doi.org/10.1145/342009.335384},\n  doi          = {10.1145/342009.335384},\n  timestamp    = {Fri, 12 Mar 2021 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/sigmod/PalmerF00.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Spatial Join Selectivity Using Power Laws.\n \n \n \n \n\n\n \n Faloutsos, C.; Seeger, B.; Traina, A. J. M.; and Jr., C. T.\n\n\n \n\n\n\n In Chen, W.; Naughton, J. F.; and Bernstein, P. A., editor(s), Proceedings of the 2000 ACM SIGMOD International Conference on Management of Data, May 16-18, 2000, Dallas, Texas, USA, pages 177–188, 2000. ACM\n \n\n\n\n
\n\n\n\n \n \n \"SpatialPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/sigmod/FaloutsosSTT00,\n  author       = {Christos Faloutsos and\n                  Bernhard Seeger and\n                  Agma J. M. Traina and\n                  Caetano Traina Jr.},\n  editor       = {Weidong Chen and\n                  Jeffrey F. Naughton and\n                  Philip A. Bernstein},\n  title        = {Spatial Join Selectivity Using Power Laws},\n  booktitle    = {Proceedings of the 2000 {ACM} {SIGMOD} International Conference on\n                  Management of Data, May 16-18, 2000, Dallas, Texas, {USA}},\n  pages        = {177--188},\n  publisher    = {{ACM}},\n  year         = {2000},\n  url          = {https://doi.org/10.1145/342009.335412},\n  doi          = {10.1145/342009.335412},\n  timestamp    = {Sun, 06 Oct 2024 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/sigmod/FaloutsosSTT00.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n Searching, Data Mining and Visualization of Multimedia Data.\n \n \n \n\n\n \n Faloutsos, C.\n\n\n \n\n\n\n In Arisawa, H.; and Catarci, T., editor(s), Advances in Visual Information Management, proceedings of the Fifth Working Conference on Visual Database Systems (VDB5), Fukuoka, Japan, May 10-12, 2000, volume 168, of IFIP Conference Proceedings, pages 141, 2000. Kluwer\n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/vdb/Faloutsos00,\n  author       = {Christos Faloutsos},\n  editor       = {Hiroshi Arisawa and\n                  Tiziana Catarci},\n  title        = {Searching, Data Mining and Visualization of Multimedia Data},\n  booktitle    = {Advances in Visual Information Management, proceedings of the Fifth\n                  Working Conference on Visual Database Systems (VDB5), Fukuoka, Japan,\n                  May 10-12, 2000},\n  series       = {{IFIP} Conference Proceedings},\n  volume       = {168},\n  pages        = {141},\n  publisher    = {Kluwer},\n  year         = {2000},\n  timestamp    = {Wed, 17 Jul 2002 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/vdb/Faloutsos00.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n FALCON: Feedback Adaptive Loop for Content-Based Retrieval.\n \n \n \n \n\n\n \n Wu, L.; Faloutsos, C.; Sycara, K. P.; and Payne, T. R.\n\n\n \n\n\n\n In Abbadi, A. E.; Brodie, M. L.; Chakravarthy, S.; Dayal, U.; Kamel, N.; Schlageter, G.; and Whang, K., editor(s), VLDB 2000, Proceedings of 26th International Conference on Very Large Data Bases, September 10-14, 2000, Cairo, Egypt, pages 297–306, 2000. Morgan Kaufmann\n \n\n\n\n
\n\n\n\n \n \n \"FALCON:Paper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/vldb/WuFSP00,\n  author       = {Leejay Wu and\n                  Christos Faloutsos and\n                  Katia P. Sycara and\n                  Terry R. Payne},\n  editor       = {Amr El Abbadi and\n                  Michael L. Brodie and\n                  Sharma Chakravarthy and\n                  Umeshwar Dayal and\n                  Nabil Kamel and\n                  Gunter Schlageter and\n                  Kyu{-}Young Whang},\n  title        = {{FALCON:} Feedback Adaptive Loop for Content-Based Retrieval},\n  booktitle    = {{VLDB} 2000, Proceedings of 26th International Conference on Very\n                  Large Data Bases, September 10-14, 2000, Cairo, Egypt},\n  pages        = {297--306},\n  publisher    = {Morgan Kaufmann},\n  year         = {2000},\n  url          = {http://www.vldb.org/conf/2000/P297.pdf},\n  timestamp    = {Thu, 12 Mar 2020 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/vldb/WuFSP00.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Fast Time Sequence Indexing for Arbitrary Lp Norms.\n \n \n \n \n\n\n \n Yi, B.; and Faloutsos, C.\n\n\n \n\n\n\n In Abbadi, A. E.; Brodie, M. L.; Chakravarthy, S.; Dayal, U.; Kamel, N.; Schlageter, G.; and Whang, K., editor(s), VLDB 2000, Proceedings of 26th International Conference on Very Large Data Bases, September 10-14, 2000, Cairo, Egypt, pages 385–394, 2000. Morgan Kaufmann\n \n\n\n\n
\n\n\n\n \n \n \"FastPaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/vldb/YiF00,\n  author       = {Byoung{-}Kee Yi and\n                  Christos Faloutsos},\n  editor       = {Amr El Abbadi and\n                  Michael L. Brodie and\n                  Sharma Chakravarthy and\n                  Umeshwar Dayal and\n                  Nabil Kamel and\n                  Gunter Schlageter and\n                  Kyu{-}Young Whang},\n  title        = {Fast Time Sequence Indexing for Arbitrary Lp Norms},\n  booktitle    = {{VLDB} 2000, Proceedings of 26th International Conference on Very\n                  Large Data Bases, September 10-14, 2000, Cairo, Egypt},\n  pages        = {385--394},\n  publisher    = {Morgan Kaufmann},\n  year         = {2000},\n  url          = {http://www.vldb.org/conf/2000/P385.pdf},\n  timestamp    = {Thu, 12 Mar 2020 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/vldb/YiF00.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n  \n 1999\n \n \n (5)\n \n \n
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\n \n\n \n \n \n \n \n \n Automated Learning and Discovery State-of-the-Art and Research Topics in a Rapidly Growing Field.\n \n \n \n \n\n\n \n Thrun, S.; Faloutsos, C.; Mitchell, T. M.; and Wasserman, L. A.\n\n\n \n\n\n\n AI Mag., 20(3): 78–82. 1999.\n \n\n\n\n
\n\n\n\n \n \n \"AutomatedPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/aim/ThrunFMW99,\n  author       = {Sebastian Thrun and\n                  Christos Faloutsos and\n                  Tom M. Mitchell and\n                  Larry A. Wasserman},\n  title        = {Automated Learning and Discovery State-of-the-Art and Research Topics\n                  in a Rapidly Growing Field},\n  journal      = {{AI} Mag.},\n  volume       = {20},\n  number       = {3},\n  pages        = {78--82},\n  year         = {1999},\n  url          = {https://doi.org/10.1609/aimag.v20i3.1468},\n  doi          = {10.1609/AIMAG.V20I3.1468},\n  timestamp    = {Tue, 25 Aug 2020 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/aim/ThrunFMW99.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n I/O Complexity for Range Queries on Region Data Stored Using an R-tree.\n \n \n \n \n\n\n \n Proietti, G.; and Faloutsos, C.\n\n\n \n\n\n\n In Kitsuregawa, M.; Papazoglou, M. P.; and Pu, C., editor(s), Proceedings of the 15th International Conference on Data Engineering, Sydney, Australia, March 23-26, 1999, pages 628–635, 1999. IEEE Computer Society\n \n\n\n\n
\n\n\n\n \n \n \"I/OPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/icde/ProiettiF99,\n  author       = {Guido Proietti and\n                  Christos Faloutsos},\n  editor       = {Masaru Kitsuregawa and\n                  Michael P. Papazoglou and\n                  Calton Pu},\n  title        = {{I/O} Complexity for Range Queries on Region Data Stored Using an\n                  R-tree},\n  booktitle    = {Proceedings of the 15th International Conference on Data Engineering,\n                  Sydney, Australia, March 23-26, 1999},\n  pages        = {628--635},\n  publisher    = {{IEEE} Computer Society},\n  year         = {1999},\n  url          = {https://doi.org/10.1109/ICDE.1999.754979},\n  doi          = {10.1109/ICDE.1999.754979},\n  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/icde/ProiettiF99.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Informed Prefetching of Collective Input/Output Requests.\n \n \n \n \n\n\n \n Madhyastha, T. M.; Gibson, G. A.; and Faloutsos, C.\n\n\n \n\n\n\n In Proceedings of the ACM/IEEE Conference on Supercomputing, SC 1999, November 13-19, 1999, Portland, Oregon, USA, pages 13, 1999. ACM\n \n\n\n\n
\n\n\n\n \n \n \"InformedPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/sc/MadhyasthaGF99,\n  author       = {Tara M. Madhyastha and\n                  Garth A. Gibson and\n                  Christos Faloutsos},\n  title        = {Informed Prefetching of Collective Input/Output Requests},\n  booktitle    = {Proceedings of the {ACM/IEEE} Conference on Supercomputing, {SC} 1999,\n                  November 13-19, 1999, Portland, Oregon, {USA}},\n  pages        = {13},\n  publisher    = {{ACM}},\n  year         = {1999},\n  url          = {https://doi.org/10.1145/331532.331545},\n  doi          = {10.1145/331532.331545},\n  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/sc/MadhyasthaGF99.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n On Power-law Relationships of the Internet Topology.\n \n \n \n \n\n\n \n Faloutsos, M.; Faloutsos, P.; and Faloutsos, C.\n\n\n \n\n\n\n In Chapin, L.; Sterbenz, J. P. G.; Parulkar, G. M.; and Turner, J. S., editor(s), Proceedings of the ACM SIGCOMM 1999 Conference on Applications, Technologies, Architectures, and Protocols for Computer Communication, August 30 - September 3, 1999, Cambridge, Massachusetts, USA, pages 251–262, 1999. ACM\n \n\n\n\n
\n\n\n\n \n \n \"OnPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/sigcomm/FaloutsosFF99,\n  author       = {Michalis Faloutsos and\n                  Petros Faloutsos and\n                  Christos Faloutsos},\n  editor       = {Lyman Chapin and\n                  James P. G. Sterbenz and\n                  Guru M. Parulkar and\n                  Jonathan S. Turner},\n  title        = {On Power-law Relationships of the Internet Topology},\n  booktitle    = {Proceedings of the {ACM} {SIGCOMM} 1999 Conference on Applications,\n                  Technologies, Architectures, and Protocols for Computer Communication,\n                  August 30 - September 3, 1999, Cambridge, Massachusetts, {USA}},\n  pages        = {251--262},\n  publisher    = {{ACM}},\n  year         = {1999},\n  url          = {https://doi.org/10.1145/316188.316229},\n  doi          = {10.1145/316188.316229},\n  timestamp    = {Wed, 21 Jul 2021 16:09:54 +0200},\n  biburl       = {https://dblp.org/rec/conf/sigcomm/FaloutsosFF99.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n SIGMOD 1999, Proceedings ACM SIGMOD International Conference on Management of Data, June 1-3, 1999, Philadelphia, Pennsylvania, USA.\n \n \n \n \n\n\n \n Delis, A.; Faloutsos, C.; and Ghandeharizadeh, S.,\n editors.\n \n\n\n \n\n\n\n ACM Press. 1999.\n \n\n\n\n
\n\n\n\n \n \n \"SIGMODPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@proceedings{DBLP:conf/sigmod/99,\n  editor       = {Alex Delis and\n                  Christos Faloutsos and\n                  Shahram Ghandeharizadeh},\n  title        = {{SIGMOD} 1999, Proceedings {ACM} {SIGMOD} International Conference\n                  on Management of Data, June 1-3, 1999, Philadelphia, Pennsylvania,\n                  {USA}},\n  publisher    = {{ACM} Press},\n  year         = {1999},\n  url          = {https://doi.org/10.1145/304182},\n  doi          = {10.1145/304182},\n  isbn         = {1-58113-084-8},\n  timestamp    = {Fri, 12 Mar 2021 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/sigmod/99.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n  \n 1998\n \n \n (11)\n \n \n
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\n \n\n \n \n \n \n \n \n Overlay Striping and Optimal Parallel I/O for Modern Applications.\n \n \n \n \n\n\n \n Triantafillou, P.; and Faloutsos, C.\n\n\n \n\n\n\n Parallel Comput., 24(1): 21–43. 1998.\n \n\n\n\n
\n\n\n\n \n \n \"OverlayPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/pc/TriantafillouF98,\n  author       = {Peter Triantafillou and\n                  Christos Faloutsos},\n  title        = {Overlay Striping and Optimal Parallel {I/O} for Modern Applications},\n  journal      = {Parallel Comput.},\n  volume       = {24},\n  number       = {1},\n  pages        = {21--43},\n  year         = {1998},\n  url          = {https://doi.org/10.1016/S0167-8191(97)00115-4},\n  doi          = {10.1016/S0167-8191(97)00115-4},\n  timestamp    = {Sat, 22 Feb 2020 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/pc/TriantafillouF98.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Designing Access Methods for Bitemporal Databases.\n \n \n \n \n\n\n \n Kumar, A.; Tsotras, V. J.; and Faloutsos, C.\n\n\n \n\n\n\n IEEE Trans. Knowl. Data Eng., 10(1): 1–20. 1998.\n \n\n\n\n
\n\n\n\n \n \n \"DesigningPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/tkde/KumarTF98,\n  author       = {Anil Kumar and\n                  Vassilis J. Tsotras and\n                  Christos Faloutsos},\n  title        = {Designing Access Methods for Bitemporal Databases},\n  journal      = {{IEEE} Trans. Knowl. Data Eng.},\n  volume       = {10},\n  number       = {1},\n  pages        = {1--20},\n  year         = {1998},\n  url          = {https://doi.org/10.1109/69.667079},\n  doi          = {10.1109/69.667079},\n  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/tkde/KumarTF98.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Fast and Effective Retrieval of Medical Tumor Shapes.\n \n \n \n \n\n\n \n Korn, F.; Sidiropoulos, N. D.; Faloutsos, C.; Siegel, E. L.; and Protopapas, Z.\n\n\n \n\n\n\n IEEE Trans. Knowl. Data Eng., 10(6): 889–904. 1998.\n \n\n\n\n
\n\n\n\n \n \n \"FastPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/tkde/KornSFSP98,\n  author       = {Flip Korn and\n                  Nikolaos D. Sidiropoulos and\n                  Christos Faloutsos and\n                  Eliot L. Siegel and\n                  Zenon Protopapas},\n  title        = {Fast and Effective Retrieval of Medical Tumor Shapes},\n  journal      = {{IEEE} Trans. Knowl. Data Eng.},\n  volume       = {10},\n  number       = {6},\n  pages        = {889--904},\n  year         = {1998},\n  url          = {https://doi.org/10.1109/69.738356},\n  doi          = {10.1109/69.738356},\n  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/tkde/KornSFSP98.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Self-Spacial Join Selectivity Estimation Using Fractal Concepts.\n \n \n \n \n\n\n \n Belussi, A.; and Faloutsos, C.\n\n\n \n\n\n\n ACM Trans. Inf. Syst., 16(2): 161–201. 1998.\n \n\n\n\n
\n\n\n\n \n \n \"Self-SpacialPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/tois/BelussiF98,\n  author       = {Alberto Belussi and\n                  Christos Faloutsos},\n  title        = {Self-Spacial Join Selectivity Estimation Using Fractal Concepts},\n  journal      = {{ACM} Trans. Inf. Syst.},\n  volume       = {16},\n  number       = {2},\n  pages        = {161--201},\n  year         = {1998},\n  url          = {https://doi.org/10.1145/279339.279342},\n  doi          = {10.1145/279339.279342},\n  timestamp    = {Sun, 02 Jun 2019 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/tois/BelussiF98.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Selectivity Estimation of Window Queries.\n \n \n \n \n\n\n \n Proietti, G.; and Faloutsos, C.\n\n\n \n\n\n\n In Gardarin, G.; French, J. C.; Pissinou, N.; Makki, K.; and Bouganim, L., editor(s), Proceedings of the 1998 ACM CIKM International Conference on Information and Knowledge Management, Bethesda, Maryland, USA, November 3-7, 1998, pages 340–347, 1998. ACM\n \n\n\n\n
\n\n\n\n \n \n \"SelectivityPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/cikm/ProviettiF98,\n  author       = {Guido Proietti and\n                  Christos Faloutsos},\n  editor       = {Georges Gardarin and\n                  James C. French and\n                  Niki Pissinou and\n                  Kia Makki and\n                  Luc Bouganim},\n  title        = {Selectivity Estimation of Window Queries},\n  booktitle    = {Proceedings of the 1998 {ACM} {CIKM} International Conference on Information\n                  and Knowledge Management, Bethesda, Maryland, USA, November 3-7, 1998},\n  pages        = {340--347},\n  publisher    = {{ACM}},\n  year         = {1998},\n  url          = {https://doi.org/10.1145/288627.288675},\n  doi          = {10.1145/288627.288675},\n  timestamp    = {Sun, 02 Jun 2019 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/cikm/ProviettiF98.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Image Indexing and Retrieval Based on Human Perceptual Color Clustering.\n \n \n \n \n\n\n \n Gong, Y.; Proietti, G.; and Faloutsos, C.\n\n\n \n\n\n\n In 1998 Conference on Computer Vision and Pattern Recognition (CVPR '98), June 23-25, 1998, Santa Barbara, CA, USA, pages 578–583, 1998. IEEE Computer Society\n \n\n\n\n
\n\n\n\n \n \n \"ImagePaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/cvpr/GongPF98,\n  author       = {Yihong Gong and\n                  Guido Proietti and\n                  Christos Faloutsos},\n  title        = {Image Indexing and Retrieval Based on Human Perceptual Color Clustering},\n  booktitle    = {1998 Conference on Computer Vision and Pattern Recognition {(CVPR}\n                  '98), June 23-25, 1998, Santa Barbara, CA, {USA}},\n  pages        = {578--583},\n  publisher    = {{IEEE} Computer Society},\n  year         = {1998},\n  url          = {https://doi.org/10.1109/CVPR.1998.698664},\n  doi          = {10.1109/CVPR.1998.698664},\n  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/cvpr/GongPF98.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Efficient Retrieval of Similar Time Sequences Under Time Warping.\n \n \n \n \n\n\n \n Yi, B.; Jagadish, H. V.; and Faloutsos, C.\n\n\n \n\n\n\n In Urban, S. D.; and Bertino, E., editor(s), Proceedings of the Fourteenth International Conference on Data Engineering, Orlando, Florida, USA, February 23-27, 1998, pages 201–208, 1998. IEEE Computer Society\n \n\n\n\n
\n\n\n\n \n \n \"EfficientPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/icde/YiJF98,\n  author       = {Byoung{-}Kee Yi and\n                  H. V. Jagadish and\n                  Christos Faloutsos},\n  editor       = {Susan Darling Urban and\n                  Elisa Bertino},\n  title        = {Efficient Retrieval of Similar Time Sequences Under Time Warping},\n  booktitle    = {Proceedings of the Fourteenth International Conference on Data Engineering,\n                  Orlando, Florida, USA, February 23-27, 1998},\n  pages        = {201--208},\n  publisher    = {{IEEE} Computer Society},\n  year         = {1998},\n  url          = {https://doi.org/10.1109/ICDE.1998.655778},\n  doi          = {10.1109/ICDE.1998.655778},\n  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/icde/YiJF98.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Developing High-Level Representations of Video Clips using VideoTrails.\n \n \n \n \n\n\n \n Kobla, V.; Doermann, D. S.; and Faloutsos, C.\n\n\n \n\n\n\n In Sethi, I. K.; and Jain, R. C., editor(s), Storage and Retrieval for Image and Video Databases VI, San Jose, CA, USA, January 28-30, 1998, volume 3312, of SPIE Proceedings, pages 81–92, 1998. SPIE\n \n\n\n\n
\n\n\n\n \n \n \"DevelopingPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/spieSR/KoblaDF98,\n  author       = {Vikrant Kobla and\n                  David S. Doermann and\n                  Christos Faloutsos},\n  editor       = {Ishwar K. Sethi and\n                  Ramesh C. Jain},\n  title        = {Developing High-Level Representations of Video Clips using VideoTrails},\n  booktitle    = {Storage and Retrieval for Image and Video Databases VI, San Jose,\n                  CA, USA, January 28-30, 1998},\n  series       = {{SPIE} Proceedings},\n  volume       = {3312},\n  pages        = {81--92},\n  publisher    = {{SPIE}},\n  year         = {1998},\n  url          = {https://doi.org/10.1117/12.298472},\n  doi          = {10.1117/12.298472},\n  timestamp    = {Thu, 25 May 2017 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/spieSR/KoblaDF98.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Active Storage for Large-Scale Data Mining and Multimedia.\n \n \n \n \n\n\n \n Riedel, E.; Gibson, G. A.; and Faloutsos, C.\n\n\n \n\n\n\n In Gupta, A.; Shmueli, O.; and Widom, J., editor(s), VLDB'98, Proceedings of 24rd International Conference on Very Large Data Bases, August 24-27, 1998, New York City, New York, USA, pages 62–73, 1998. Morgan Kaufmann\n \n\n\n\n
\n\n\n\n \n \n \"ActivePaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/vldb/RiedelGF98,\n  author       = {Erik Riedel and\n                  Garth A. Gibson and\n                  Christos Faloutsos},\n  editor       = {Ashish Gupta and\n                  Oded Shmueli and\n                  Jennifer Widom},\n  title        = {Active Storage for Large-Scale Data Mining and Multimedia},\n  booktitle    = {VLDB'98, Proceedings of 24rd International Conference on Very Large\n                  Data Bases, August 24-27, 1998, New York City, New York, {USA}},\n  pages        = {62--73},\n  publisher    = {Morgan Kaufmann},\n  year         = {1998},\n  url          = {http://www.vldb.org/conf/1998/p062.pdf},\n  timestamp    = {Thu, 12 Mar 2020 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/vldb/RiedelGF98.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n MindReader: Querying Databases Through Multiple Examples.\n \n \n \n \n\n\n \n Ishikawa, Y.; Subramanya, R.; and Faloutsos, C.\n\n\n \n\n\n\n In Gupta, A.; Shmueli, O.; and Widom, J., editor(s), VLDB'98, Proceedings of 24rd International Conference on Very Large Data Bases, August 24-27, 1998, New York City, New York, USA, pages 218–227, 1998. Morgan Kaufmann\n \n\n\n\n
\n\n\n\n \n \n \"MindReader:Paper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/vldb/IshikawaSF98,\n  author       = {Yoshiharu Ishikawa and\n                  Ravishankar Subramanya and\n                  Christos Faloutsos},\n  editor       = {Ashish Gupta and\n                  Oded Shmueli and\n                  Jennifer Widom},\n  title        = {MindReader: Querying Databases Through Multiple Examples},\n  booktitle    = {VLDB'98, Proceedings of 24rd International Conference on Very Large\n                  Data Bases, August 24-27, 1998, New York City, New York, {USA}},\n  pages        = {218--227},\n  publisher    = {Morgan Kaufmann},\n  year         = {1998},\n  url          = {http://www.vldb.org/conf/1998/p218.pdf},\n  timestamp    = {Thu, 12 Mar 2020 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/vldb/IshikawaSF98.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n Ratio Rules: A New Paradigm for Fast, Quantifiable Data Mining.\n \n \n \n\n\n \n Korn, F.; Labrinidis, A.; Kotidis, Y.; and Faloutsos, C.\n\n\n \n\n\n\n In Gupta, A.; Shmueli, O.; and Widom, J., editor(s), VLDB'98, Proceedings of 24rd International Conference on Very Large Data Bases, August 24-27, 1998, New York City, New York, USA, pages 582–593, 1998. Morgan Kaufmann\n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/vldb/KornLKF98,\n  author       = {Flip Korn and\n                  Alexandros Labrinidis and\n                  Yannis Kotidis and\n                  Christos Faloutsos},\n  editor       = {Ashish Gupta and\n                  Oded Shmueli and\n                  Jennifer Widom},\n  title        = {Ratio Rules: {A} New Paradigm for Fast, Quantifiable Data Mining},\n  booktitle    = {VLDB'98, Proceedings of 24rd International Conference on Very Large\n                  Data Bases, August 24-27, 1998, New York City, New York, {USA}},\n  pages        = {582--593},\n  publisher    = {Morgan Kaufmann},\n  year         = {1998},\n  timestamp    = {Wed, 29 Mar 2017 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/vldb/KornLKF98.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n  \n 1997\n \n \n (13)\n \n \n
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\n \n\n \n \n \n \n \n Advanced Database Systems.\n \n \n \n\n\n \n Zaniolo, C.; Ceri, S.; Faloutsos, C.; Snodgrass, R. T.; Subrahmanian, V. S.; and Zicari, R. V.\n\n\n \n\n\n\n Morgan Kaufmann, 1997.\n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@book{DBLP:books/mk/ZanioloCFSSZ97,\n  author       = {Carlo Zaniolo and\n                  Stefano Ceri and\n                  Christos Faloutsos and\n                  Richard T. Snodgrass and\n                  V. S. Subrahmanian and\n                  Roberto V. Zicari},\n  title        = {Advanced Database Systems},\n  publisher    = {Morgan Kaufmann},\n  year         = {1997},\n  isbn         = {1-55860-443-X},\n  timestamp    = {Tue, 17 Nov 2020 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/books/mk/ZanioloCFSSZ97.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n The New Jersey Data Reduction Report.\n \n \n \n \n\n\n \n Barbará, D.; DuMouchel, W.; Faloutsos, C.; Haas, P. J.; Hellerstein, J. M.; Ioannidis, Y. E.; Jagadish, H. V.; Johnson, T.; Ng, R. T.; Poosala, V.; Ross, K. A.; and Sevcik, K. C.\n\n\n \n\n\n\n IEEE Data Eng. Bull., 20(4): 3–45. 1997.\n \n\n\n\n
\n\n\n\n \n \n \"ThePaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/debu/BarbaraDFHHIJJNPRS97,\n  author       = {Daniel Barbar{\\'{a}} and\n                  William DuMouchel and\n                  Christos Faloutsos and\n                  Peter J. Haas and\n                  Joseph M. Hellerstein and\n                  Yannis E. Ioannidis and\n                  H. V. Jagadish and\n                  Theodore Johnson and\n                  Raymond T. Ng and\n                  Viswanath Poosala and\n                  Kenneth A. Ross and\n                  Kenneth C. Sevcik},\n  title        = {The New Jersey Data Reduction Report},\n  journal      = {{IEEE} Data Eng. Bull.},\n  volume       = {20},\n  number       = {4},\n  pages        = {3--45},\n  year         = {1997},\n  url          = {http://sites.computer.org/debull/97DEC-CD.pdf},\n  timestamp    = {Tue, 10 Mar 2020 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/debu/BarbaraDFHHIJJNPRS97.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Relaxing the Uniformity and Independence Assumptions Using the Concept of Fractal Dimension.\n \n \n \n \n\n\n \n Faloutsos, C.; and Kamel, I.\n\n\n \n\n\n\n J. Comput. Syst. Sci., 55(2): 229–240. 1997.\n \n\n\n\n
\n\n\n\n \n \n \"RelaxingPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/jcss/FaloutsosK97,\n  author       = {Christos Faloutsos and\n                  Ibrahim Kamel},\n  title        = {Relaxing the Uniformity and Independence Assumptions Using the Concept\n                  of Fractal Dimension},\n  journal      = {J. Comput. Syst. Sci.},\n  volume       = {55},\n  number       = {2},\n  pages        = {229--240},\n  year         = {1997},\n  url          = {https://doi.org/10.1006/jcss.1997.1522},\n  doi          = {10.1006/JCSS.1997.1522},\n  timestamp    = {Tue, 16 Feb 2021 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/jcss/FaloutsosK97.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Analysis of the n-Dimensional Quadtree Decomposition for Arbitrary Hyperectangles.\n \n \n \n \n\n\n \n Faloutsos, C.; Jagadish, H. V.; and Manolopoulos, Y.\n\n\n \n\n\n\n IEEE Trans. Knowl. Data Eng., 9(3): 373–383. 1997.\n \n\n\n\n
\n\n\n\n \n \n \"AnalysisPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/tkde/FaloutsosJM97,\n  author       = {Christos Faloutsos and\n                  H. V. Jagadish and\n                  Yannis Manolopoulos},\n  title        = {Analysis of the n-Dimensional Quadtree Decomposition for Arbitrary\n                  Hyperectangles},\n  journal      = {{IEEE} Trans. Knowl. Data Eng.},\n  volume       = {9},\n  number       = {3},\n  pages        = {373--383},\n  year         = {1997},\n  url          = {https://doi.org/10.1109/69.599927},\n  doi          = {10.1109/69.599927},\n  timestamp    = {Sun, 02 Jun 2019 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/tkde/FaloutsosJM97.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Similarity Searching in Medical Image Databases.\n \n \n \n \n\n\n \n Petrakis, E. G. M.; and Faloutsos, C.\n\n\n \n\n\n\n IEEE Trans. Knowl. Data Eng., 9(3): 435–447. 1997.\n \n\n\n\n
\n\n\n\n \n \n \"SimilarityPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/tkde/PetrakisF97,\n  author       = {Euripides G. M. Petrakis and\n                  Christos Faloutsos},\n  title        = {Similarity Searching in Medical Image Databases},\n  journal      = {{IEEE} Trans. Knowl. Data Eng.},\n  volume       = {9},\n  number       = {3},\n  pages        = {435--447},\n  year         = {1997},\n  url          = {https://doi.org/10.1109/69.599932},\n  doi          = {10.1109/69.599932},\n  timestamp    = {Mon, 03 Jan 2022 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/tkde/PetrakisF97.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n \\emphVideoTrails: Representing and Visualizing Structure in Video Sequences.\n \n \n \n \n\n\n \n Kobla, V.; Doermann, D. S.; and Faloutsos, C.\n\n\n \n\n\n\n In Glinert, E. P.; Johnson, M. S.; Foley, J.; and Hollan, J., editor(s), Proceedings of the Fifth ACM International Conference on Multimedia '97, Seattle, WA, USA, November 9-13, 1997, pages 335–346, 1997. ACM Press\n \n\n\n\n
\n\n\n\n \n \n \"\\emphVideoTrails:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/mm/KoblaDF97,\n  author       = {Vikrant Kobla and\n                  David S. Doermann and\n                  Christos Faloutsos},\n  editor       = {Ephraim P. Glinert and\n                  Mark Scott Johnson and\n                  Jim Foley and\n                  Jim Hollan},\n  title        = {\\emph{VideoTrails}: Representing and Visualizing Structure in Video\n                  Sequences},\n  booktitle    = {Proceedings of the Fifth {ACM} International Conference on Multimedia\n                  '97, Seattle, WA, USA, November 9-13, 1997},\n  pages        = {335--346},\n  publisher    = {{ACM} Press},\n  year         = {1997},\n  url          = {https://doi.org/10.1145/266180.266384},\n  doi          = {10.1145/266180.266384},\n  timestamp    = {Wed, 21 Jul 2021 12:11:06 +0200},\n  biburl       = {https://dblp.org/rec/conf/mm/KoblaDF97.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n A signature technique for similarity-based queries.\n \n \n \n \n\n\n \n Faloutsos, C.; Jagadish, H. V.; Mendelzon, A. O.; and Milo, T.\n\n\n \n\n\n\n In Carpentieri, B.; Santis, A. D.; Vaccaro, U.; and Storer, J. A., editor(s), Compression and Complexity of SEQUENCES 1997, Positano, Amalfitan Coast, Salerno, Italy, June 11-13, 1997, Proceedings, pages 2–20, 1997. IEEE\n \n\n\n\n
\n\n\n\n \n \n \"APaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/sequences/FaloutsosJMM97,\n  author       = {Christos Faloutsos and\n                  H. V. Jagadish and\n                  Alberto O. Mendelzon and\n                  Tova Milo},\n  editor       = {Bruno Carpentieri and\n                  Alfredo De Santis and\n                  Ugo Vaccaro and\n                  James A. Storer},\n  title        = {A signature technique for similarity-based queries},\n  booktitle    = {Compression and Complexity of {SEQUENCES} 1997, Positano, Amalfitan\n                  Coast, Salerno, Italy, June 11-13, 1997, Proceedings},\n  pages        = {2--20},\n  publisher    = {{IEEE}},\n  year         = {1997},\n  url          = {https://doi.org/10.1109/SEQUEN.1997.666899},\n  doi          = {10.1109/SEQUEN.1997.666899},\n  timestamp    = {Wed, 16 Oct 2019 14:14:56 +0200},\n  biburl       = {https://dblp.org/rec/conf/sequences/FaloutsosJMM97.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Efficiently Supporting Ad Hoc Queries in Large Datasets of Time Sequences.\n \n \n \n \n\n\n \n Korn, F.; Jagadish, H. V.; and Faloutsos, C.\n\n\n \n\n\n\n In Peckham, J., editor(s), SIGMOD 1997, Proceedings ACM SIGMOD International Conference on Management of Data, May 13-15, 1997, Tucson, Arizona, USA, pages 289–300, 1997. ACM Press\n \n\n\n\n
\n\n\n\n \n \n \"EfficientlyPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/sigmod/KornJF97,\n  author       = {Flip Korn and\n                  H. V. Jagadish and\n                  Christos Faloutsos},\n  editor       = {Joan Peckham},\n  title        = {Efficiently Supporting Ad Hoc Queries in Large Datasets of Time Sequences},\n  booktitle    = {{SIGMOD} 1997, Proceedings {ACM} {SIGMOD} International Conference\n                  on Management of Data, May 13-15, 1997, Tucson, Arizona, {USA}},\n  pages        = {289--300},\n  publisher    = {{ACM} Press},\n  year         = {1997},\n  url          = {https://doi.org/10.1145/253260.253332},\n  doi          = {10.1145/253260.253332},\n  timestamp    = {Mon, 14 Jun 2021 15:39:36 +0200},\n  biburl       = {https://dblp.org/rec/conf/sigmod/KornJF97.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Multimedia Indexing over the Web.\n \n \n \n \n\n\n \n Agnew, B.; Faloutsos, C.; Wang, Z.; Welch, D. J.; and Xue, X.\n\n\n \n\n\n\n In Sethi, I. K.; and Jain, R. C., editor(s), Storage and Retrieval for Image and Video Databases V, San Jose, CA, USA, February 8-14, 1997, volume 3022, of SPIE Proceedings, pages 72–83, 1997. SPIE\n \n\n\n\n
\n\n\n\n \n \n \"MultimediaPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/spieSR/AgnewFWWX97,\n  author       = {Brent Agnew and\n                  Christos Faloutsos and\n                  Zhengyu Wang and\n                  Donald J. Welch and\n                  Xiaogang Xue},\n  editor       = {Ishwar K. Sethi and\n                  Ramesh C. Jain},\n  title        = {Multimedia Indexing over the Web},\n  booktitle    = {Storage and Retrieval for Image and Video Databases V, San Jose, CA,\n                  USA, February 8-14, 1997},\n  series       = {{SPIE} Proceedings},\n  volume       = {3022},\n  pages        = {72--83},\n  publisher    = {{SPIE}},\n  year         = {1997},\n  url          = {https://doi.org/10.1117/12.263445},\n  doi          = {10.1117/12.263445},\n  timestamp    = {Thu, 25 May 2017 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/spieSR/AgnewFWWX97.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Compressed-Domain Video Indexing Techniques Using DCT and Motion Vector Information in MPEG Video.\n \n \n \n \n\n\n \n Kobla, V.; Doermann, D. S.; Lin, K.; and Faloutsos, C.\n\n\n \n\n\n\n In Sethi, I. K.; and Jain, R. C., editor(s), Storage and Retrieval for Image and Video Databases V, San Jose, CA, USA, February 8-14, 1997, volume 3022, of SPIE Proceedings, pages 200–211, 1997. SPIE\n \n\n\n\n
\n\n\n\n \n \n \"Compressed-DomainPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/spieSR/KoblaDLF97,\n  author       = {Vikrant Kobla and\n                  David S. Doermann and\n                  King{-}Ip Lin and\n                  Christos Faloutsos},\n  editor       = {Ishwar K. Sethi and\n                  Ramesh C. Jain},\n  title        = {Compressed-Domain Video Indexing Techniques Using {DCT} and Motion\n                  Vector Information in {MPEG} Video},\n  booktitle    = {Storage and Retrieval for Image and Video Databases V, San Jose, CA,\n                  USA, February 8-14, 1997},\n  series       = {{SPIE} Proceedings},\n  volume       = {3022},\n  pages        = {200--211},\n  publisher    = {{SPIE}},\n  year         = {1997},\n  url          = {https://doi.org/10.1117/12.263408},\n  doi          = {10.1117/12.263408},\n  timestamp    = {Thu, 25 May 2017 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/spieSR/KoblaDLF97.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Multidimensional Access Methods: Trees Have Grown Everywhere.\n \n \n \n \n\n\n \n Sellis, T. K.; Roussopoulos, N.; and Faloutsos, C.\n\n\n \n\n\n\n In Jarke, M.; Carey, M. J.; Dittrich, K. R.; Lochovsky, F. H.; Loucopoulos, P.; and Jeusfeld, M. A., editor(s), VLDB'97, Proceedings of 23rd International Conference on Very Large Data Bases, August 25-29, 1997, Athens, Greece, pages 13–14, 1997. Morgan Kaufmann\n \n\n\n\n
\n\n\n\n \n \n \"MultidimensionalPaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/vldb/SellisRF97,\n  author       = {Timos K. Sellis and\n                  Nick Roussopoulos and\n                  Christos Faloutsos},\n  editor       = {Matthias Jarke and\n                  Michael J. Carey and\n                  Klaus R. Dittrich and\n                  Frederick H. Lochovsky and\n                  Pericles Loucopoulos and\n                  Manfred A. Jeusfeld},\n  title        = {Multidimensional Access Methods: Trees Have Grown Everywhere},\n  booktitle    = {VLDB'97, Proceedings of 23rd International Conference on Very Large\n                  Data Bases, August 25-29, 1997, Athens, Greece},\n  pages        = {13--14},\n  publisher    = {Morgan Kaufmann},\n  year         = {1997},\n  url          = {http://www.vldb.org/conf/1997/P013.PDF},\n  timestamp    = {Tue, 07 Nov 2017 06:51:45 +0100},\n  biburl       = {https://dblp.org/rec/conf/vldb/SellisRF97.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Recovering Information from Summary Data.\n \n \n \n \n\n\n \n Faloutsos, C.; Jagadish, H. V.; and Sidiropoulos, N. D.\n\n\n \n\n\n\n In Jarke, M.; Carey, M. J.; Dittrich, K. R.; Lochovsky, F. H.; Loucopoulos, P.; and Jeusfeld, M. A., editor(s), VLDB'97, Proceedings of 23rd International Conference on Very Large Data Bases, August 25-29, 1997, Athens, Greece, pages 36–45, 1997. Morgan Kaufmann\n \n\n\n\n
\n\n\n\n \n \n \"RecoveringPaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/vldb/FaloutsosJS97,\n  author       = {Christos Faloutsos and\n                  H. V. Jagadish and\n                  Nikolaos D. Sidiropoulos},\n  editor       = {Matthias Jarke and\n                  Michael J. Carey and\n                  Klaus R. Dittrich and\n                  Frederick H. Lochovsky and\n                  Pericles Loucopoulos and\n                  Manfred A. Jeusfeld},\n  title        = {Recovering Information from Summary Data},\n  booktitle    = {VLDB'97, Proceedings of 23rd International Conference on Very Large\n                  Data Bases, August 25-29, 1997, Athens, Greece},\n  pages        = {36--45},\n  publisher    = {Morgan Kaufmann},\n  year         = {1997},\n  url          = {http://www.vldb.org/conf/1997/P036.PDF},\n  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/vldb/FaloutsosJS97.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Indexing of Multimedia Data.\n \n \n \n \n\n\n \n Faloutsos, C.\n\n\n \n\n\n\n In Apers, P. M. G.; Blanken, H. M.; and Houtsma, M. A. W., editor(s), Multimedia Databases in Perspective, pages 219–245. Springer, 1997.\n \n\n\n\n
\n\n\n\n \n \n \"IndexingPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@incollection{DBLP:books/sp/apersbh97/Faloutsos97,\n  author       = {Christos Faloutsos},\n  editor       = {Peter M. G. Apers and\n                  Henk M. Blanken and\n                  Maurice A. W. Houtsma},\n  title        = {Indexing of Multimedia Data},\n  booktitle    = {Multimedia Databases in Perspective},\n  pages        = {219--245},\n  publisher    = {Springer},\n  year         = {1997},\n  url          = {https://doi.org/10.1007/978-1-4471-0957-0\\_10},\n  doi          = {10.1007/978-1-4471-0957-0\\_10},\n  timestamp    = {Sat, 03 Aug 2019 22:40:46 +0200},\n  biburl       = {https://dblp.org/rec/books/sp/apersbh97/Faloutsos97.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n  \n 1996\n \n \n (7)\n \n \n
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\n \n\n \n \n \n \n \n Searching Multimedia Databases by Content.\n \n \n \n\n\n \n Faloutsos, C.\n\n\n \n\n\n\n Volume 3 of Advances in Database SystemsKluwer, 1996.\n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@book{DBLP:series/ads/Faloutsos96,\n  author       = {Christos Faloutsos},\n  title        = {Searching Multimedia Databases by Content},\n  series       = {Advances in Database Systems},\n  volume       = {3},\n  publisher    = {Kluwer},\n  year         = {1996},\n  isbn         = {978-0-7923-9777-9},\n  timestamp    = {Sat, 27 Aug 2011 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/series/ads/Faloutsos96.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Experimenting with Pattern-Matching Algorithms.\n \n \n \n \n\n\n \n Manolopoulos, Y.; and Faloutsos, C.\n\n\n \n\n\n\n Inf. Sci., 90(1-4): 75–89. 1996.\n \n\n\n\n
\n\n\n\n \n \n \"ExperimentingPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/isci/ManolopoulosF96,\n  author       = {Yannis Manolopoulos and\n                  Christos Faloutsos},\n  title        = {Experimenting with Pattern-Matching Algorithms},\n  journal      = {Inf. Sci.},\n  volume       = {90},\n  number       = {1-4},\n  pages        = {75--89},\n  year         = {1996},\n  url          = {https://doi.org/10.1016/0020-0255(95)00280-4},\n  doi          = {10.1016/0020-0255(95)00280-4},\n  timestamp    = {Sun, 02 Jun 2019 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/isci/ManolopoulosF96.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Declustering Spatial Databases on a Multi-Computer Architecture.\n \n \n \n \n\n\n \n Koudas, N.; Faloutsos, C.; and Kamel, I.\n\n\n \n\n\n\n In Apers, P. M. G.; Bouzeghoub, M.; and Gardarin, G., editor(s), Advances in Database Technology - EDBT'96, 5th International Conference on Extending Database Technology, Avignon, France, March 25-29, 1996, Proceedings, volume 1057, of Lecture Notes in Computer Science, pages 592–614, 1996. Springer\n \n\n\n\n
\n\n\n\n \n \n \"DeclusteringPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/edbt/KoudasFK96,\n  author       = {Nick Koudas and\n                  Christos Faloutsos and\n                  Ibrahim Kamel},\n  editor       = {Peter M. G. Apers and\n                  Mokrane Bouzeghoub and\n                  Georges Gardarin},\n  title        = {Declustering Spatial Databases on a Multi-Computer Architecture},\n  booktitle    = {Advances in Database Technology - EDBT'96, 5th International Conference\n                  on Extending Database Technology, Avignon, France, March 25-29, 1996,\n                  Proceedings},\n  series       = {Lecture Notes in Computer Science},\n  volume       = {1057},\n  pages        = {592--614},\n  publisher    = {Springer},\n  year         = {1996},\n  url          = {https://doi.org/10.1007/BFb0014180},\n  doi          = {10.1007/BFB0014180},\n  timestamp    = {Sun, 02 Jun 2019 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/edbt/KoudasFK96.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Analysis of n-Dimensional Quadtrees using the Hausdorff Fractal Dimension.\n \n \n \n \n\n\n \n Faloutsos, C.; and Gaede, V.\n\n\n \n\n\n\n In Vijayaraman, T. M.; Buchmann, A. P.; Mohan, C.; and Sarda, N. L., editor(s), VLDB'96, Proceedings of 22th International Conference on Very Large Data Bases, September 3-6, 1996, Mumbai (Bombay), India, pages 40–50, 1996. Morgan Kaufmann\n \n\n\n\n
\n\n\n\n \n \n \"AnalysisPaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/vldb/FaloutsosG96,\n  author       = {Christos Faloutsos and\n                  Volker Gaede},\n  editor       = {T. M. Vijayaraman and\n                  Alejandro P. Buchmann and\n                  C. Mohan and\n                  Nandlal L. Sarda},\n  title        = {Analysis of n-Dimensional Quadtrees using the Hausdorff Fractal Dimension},\n  booktitle    = {VLDB'96, Proceedings of 22th International Conference on Very Large\n                  Data Bases, September 3-6, 1996, Mumbai (Bombay), India},\n  pages        = {40--50},\n  publisher    = {Morgan Kaufmann},\n  year         = {1996},\n  url          = {http://www.vldb.org/conf/1996/P040.PDF},\n  timestamp    = {Wed, 29 Mar 2017 16:45:22 +0200},\n  biburl       = {https://dblp.org/rec/conf/vldb/FaloutsosG96.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Fast Nearest Neighbor Search in Medical Image Databases.\n \n \n \n \n\n\n \n Korn, F.; Sidiropoulos, N. D.; Faloutsos, C.; Siegel, E. L.; and Protopapas, Z.\n\n\n \n\n\n\n In Vijayaraman, T. M.; Buchmann, A. P.; Mohan, C.; and Sarda, N. L., editor(s), VLDB'96, Proceedings of 22th International Conference on Very Large Data Bases, September 3-6, 1996, Mumbai (Bombay), India, pages 215–226, 1996. Morgan Kaufmann\n \n\n\n\n
\n\n\n\n \n \n \"FastPaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/vldb/KornSFSP96,\n  author       = {Flip Korn and\n                  Nikolaos D. Sidiropoulos and\n                  Christos Faloutsos and\n                  Eliot L. Siegel and\n                  Zenon Protopapas},\n  editor       = {T. M. Vijayaraman and\n                  Alejandro P. Buchmann and\n                  C. Mohan and\n                  Nandlal L. Sarda},\n  title        = {Fast Nearest Neighbor Search in Medical Image Databases},\n  booktitle    = {VLDB'96, Proceedings of 22th International Conference on Very Large\n                  Data Bases, September 3-6, 1996, Mumbai (Bombay), India},\n  pages        = {215--226},\n  publisher    = {Morgan Kaufmann},\n  year         = {1996},\n  url          = {http://www.vldb.org/conf/1996/P215.PDF},\n  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/vldb/KornSFSP96.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Modeling Skewed Distribution Using Multifractals and the '80-20' Law.\n \n \n \n \n\n\n \n Faloutsos, C.; Matias, Y.; and Silberschatz, A.\n\n\n \n\n\n\n In Vijayaraman, T. M.; Buchmann, A. P.; Mohan, C.; and Sarda, N. L., editor(s), VLDB'96, Proceedings of 22th International Conference on Very Large Data Bases, September 3-6, 1996, Mumbai (Bombay), India, pages 307–317, 1996. Morgan Kaufmann\n \n\n\n\n
\n\n\n\n \n \n \"ModelingPaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/vldb/FaloutsosMS96,\n  author       = {Christos Faloutsos and\n                  Yossi Matias and\n                  Abraham Silberschatz},\n  editor       = {T. M. Vijayaraman and\n                  Alejandro P. Buchmann and\n                  C. Mohan and\n                  Nandlal L. Sarda},\n  title        = {Modeling Skewed Distribution Using Multifractals and the '80-20' Law},\n  booktitle    = {VLDB'96, Proceedings of 22th International Conference on Very Large\n                  Data Bases, September 3-6, 1996, Mumbai (Bombay), India},\n  pages        = {307--317},\n  publisher    = {Morgan Kaufmann},\n  year         = {1996},\n  url          = {http://www.vldb.org/conf/1996/P307.PDF},\n  timestamp    = {Thu, 30 Mar 2017 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/vldb/FaloutsosMS96.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n Design and Implementation of QBISM, a 3D Medical Image Database System.\n \n \n \n\n\n \n Arya, M.; Cody, W. F.; Faloutsos, C.; Richardson, J. E.; and Toya, A.\n\n\n \n\n\n\n In Subrahmanian, V. S.; and Jajodia, S., editor(s), Multimedia Database System: Issues and Research Direction, pages 79–100. Springer, 1996.\n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@incollection{DBLP:books/sp/subrahmanianJ96/AryaCFRT96,\n  author       = {Manish Arya and\n                  William F. Cody and\n                  Christos Faloutsos and\n                  Joel E. Richardson and\n                  Arthur Toya},\n  editor       = {V. S. Subrahmanian and\n                  Sushil Jajodia},\n  title        = {Design and Implementation of QBISM, a 3D Medical Image Database System},\n  booktitle    = {Multimedia Database System: Issues and Research Direction},\n  pages        = {79--100},\n  publisher    = {Springer},\n  year         = {1996},\n  timestamp    = {Tue, 06 Aug 2019 09:54:56 +0200},\n  biburl       = {https://dblp.org/rec/books/sp/subrahmanianJ96/AryaCFRT96.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n  \n 1995\n \n \n (6)\n \n \n
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\n \n\n \n \n \n \n \n \n Fast Searching by Content in Multimedia Databases.\n \n \n \n \n\n\n \n Faloutsos, C.\n\n\n \n\n\n\n IEEE Data Eng. Bull., 18(4): 31–40. 1995.\n \n\n\n\n
\n\n\n\n \n \n \"FastPaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/debu/Faloutsos95,\n  author       = {Christos Faloutsos},\n  title        = {Fast Searching by Content in Multimedia Databases},\n  journal      = {{IEEE} Data Eng. Bull.},\n  volume       = {18},\n  number       = {4},\n  pages        = {31--40},\n  year         = {1995},\n  url          = {http://sites.computer.org/debull/95DEC-CD.pdf},\n  timestamp    = {Tue, 10 Mar 2020 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/debu/Faloutsos95.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Flexible and Adaptable Buffer Management Techniques for Database Management Systems.\n \n \n \n \n\n\n \n Faloutsos, C.; Ng, R. T.; and Sellis, T. K.\n\n\n \n\n\n\n IEEE Trans. Computers, 44(4): 546–560. 1995.\n \n\n\n\n
\n\n\n\n \n \n \"FlexiblePaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/tc/FaloutsosNS95,\n  author       = {Christos Faloutsos and\n                  Raymond T. Ng and\n                  Timos K. Sellis},\n  title        = {Flexible and Adaptable Buffer Management Techniques for Database Management\n                  Systems},\n  journal      = {{IEEE} Trans. Computers},\n  volume       = {44},\n  number       = {4},\n  pages        = {546--560},\n  year         = {1995},\n  url          = {https://doi.org/10.1109/12.376169},\n  doi          = {10.1109/12.376169},\n  timestamp    = {Sun, 02 Jun 2019 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/tc/FaloutsosNS95.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n FastMap: A Fast Algorithm for Indexing, Data-Mining and Visualization of Traditional and Multimedia Datasets.\n \n \n \n \n\n\n \n Faloutsos, C.; and Lin, K.\n\n\n \n\n\n\n In Carey, M. J.; and Schneider, D. A., editor(s), Proceedings of the 1995 ACM SIGMOD International Conference on Management of Data, San Jose, California, USA, May 22-25, 1995, pages 163–174, 1995. ACM Press\n \n\n\n\n
\n\n\n\n \n \n \"FastMap:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/sigmod/FaloutsosL95,\n  author       = {Christos Faloutsos and\n                  King{-}Ip Lin},\n  editor       = {Michael J. Carey and\n                  Donovan A. Schneider},\n  title        = {FastMap: {A} Fast Algorithm for Indexing, Data-Mining and Visualization\n                  of Traditional and Multimedia Datasets},\n  booktitle    = {Proceedings of the 1995 {ACM} {SIGMOD} International Conference on\n                  Management of Data, San Jose, California, USA, May 22-25, 1995},\n  pages        = {163--174},\n  publisher    = {{ACM} Press},\n  year         = {1995},\n  url          = {https://doi.org/10.1145/223784.223812},\n  doi          = {10.1145/223784.223812},\n  timestamp    = {Tue, 16 Aug 2022 23:04:20 +0200},\n  biburl       = {https://dblp.org/rec/conf/sigmod/FaloutsosL95.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Indexing Multimedia Databases (Tutorial).\n \n \n \n \n\n\n \n Faloutsos, C.\n\n\n \n\n\n\n In Carey, M. J.; and Schneider, D. A., editor(s), Proceedings of the 1995 ACM SIGMOD International Conference on Management of Data, San Jose, California, USA, May 22-25, 1995, pages 467, 1995. ACM Press\n \n\n\n\n
\n\n\n\n \n \n \"IndexingPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/sigmod/Faloutsos95,\n  author       = {Christos Faloutsos},\n  editor       = {Michael J. Carey and\n                  Donovan A. Schneider},\n  title        = {Indexing Multimedia Databases (Tutorial)},\n  booktitle    = {Proceedings of the 1995 {ACM} {SIGMOD} International Conference on\n                  Management of Data, San Jose, California, USA, May 22-25, 1995},\n  pages        = {467},\n  publisher    = {{ACM} Press},\n  year         = {1995},\n  url          = {https://doi.org/10.1145/223784.223879},\n  doi          = {10.1145/223784.223879},\n  timestamp    = {Fri, 11 Jun 2021 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/sigmod/Faloutsos95.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Access Methods for Bi-Temporal Databases.\n \n \n \n \n\n\n \n Kumar, A.; Tsotras, V. J.; and Faloutsos, C.\n\n\n \n\n\n\n In Clifford, J.; and Tuzhilin, A., editor(s), Recent Advances in Temporal Databases, Proceedings of the International Workshop on Temporal Databases, Zürich, Switzerland, 17-18 September 1995, of Workshops in Computing, pages 235–254, 1995. Springer\n \n\n\n\n
\n\n\n\n \n \n \"AccessPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/tdb/KumarTF95,\n  author       = {Anil Kumar and\n                  Vassilis J. Tsotras and\n                  Christos Faloutsos},\n  editor       = {James Clifford and\n                  Alexander Tuzhilin},\n  title        = {Access Methods for Bi-Temporal Databases},\n  booktitle    = {Recent Advances in Temporal Databases, Proceedings of the International\n                  Workshop on Temporal Databases, Z{\\"{u}}rich, Switzerland, 17-18 September\n                  1995},\n  series       = {Workshops in Computing},\n  pages        = {235--254},\n  publisher    = {Springer},\n  year         = {1995},\n  url          = {https://doi.org/10.1007/978-1-4471-3033-8\\_13},\n  doi          = {10.1007/978-1-4471-3033-8\\_13},\n  timestamp    = {Mon, 24 Jun 2019 15:47:45 +0200},\n  biburl       = {https://dblp.org/rec/conf/tdb/KumarTF95.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Estimating the Selectivity of Spatial Queries Using the 'Correlation' Fractal Dimension.\n \n \n \n \n\n\n \n Belussi, A.; and Faloutsos, C.\n\n\n \n\n\n\n In Dayal, U.; Gray, P. M. D.; and Nishio, S., editor(s), VLDB'95, Proceedings of 21th International Conference on Very Large Data Bases, September 11-15, 1995, Zurich, Switzerland, pages 299–310, 1995. Morgan Kaufmann\n \n\n\n\n
\n\n\n\n \n \n \"EstimatingPaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/vldb/BelussiF95,\n  author       = {Alberto Belussi and\n                  Christos Faloutsos},\n  editor       = {Umeshwar Dayal and\n                  Peter M. D. Gray and\n                  Shojiro Nishio},\n  title        = {Estimating the Selectivity of Spatial Queries Using the 'Correlation'\n                  Fractal Dimension},\n  booktitle    = {VLDB'95, Proceedings of 21th International Conference on Very Large\n                  Data Bases, September 11-15, 1995, Zurich, Switzerland},\n  pages        = {299--310},\n  publisher    = {Morgan Kaufmann},\n  year         = {1995},\n  url          = {http://www.vldb.org/conf/1995/P299.PDF},\n  timestamp    = {Tue, 20 Feb 2018 15:19:44 +0100},\n  biburl       = {https://dblp.org/rec/conf/vldb/BelussiF95.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n  \n 1994\n \n \n (8)\n \n \n
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\n \n\n \n \n \n \n \n \n Efficient and Effective Querying by Image Content.\n \n \n \n \n\n\n \n Faloutsos, C.; Barber, R.; Flickner, M.; Hafner, J.; Niblack, W.; Petkovic, D.; and Equitz, W.\n\n\n \n\n\n\n J. Intell. Inf. Syst., 3(3/4): 231–262. 1994.\n \n\n\n\n
\n\n\n\n \n \n \"EfficientPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/jiis/FaloutsosBFHNPE94,\n  author       = {Christos Faloutsos and\n                  Ron Barber and\n                  Myron Flickner and\n                  Jim Hafner and\n                  Wayne Niblack and\n                  Dragutin Petkovic and\n                  William Equitz},\n  title        = {Efficient and Effective Querying by Image Content},\n  journal      = {J. Intell. Inf. Syst.},\n  volume       = {3},\n  number       = {3/4},\n  pages        = {231--262},\n  year         = {1994},\n  url          = {https://doi.org/10.1007/BF00962238},\n  doi          = {10.1007/BF00962238},\n  timestamp    = {Sun, 02 Jun 2019 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/jiis/FaloutsosBFHNPE94.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n The TV-Tree: An Index Structure for High-Dimensional Data.\n \n \n \n \n\n\n \n Lin, K.; Jagadish, H. V.; and Faloutsos, C.\n\n\n \n\n\n\n VLDB J., 3(4): 517–542. 1994.\n \n\n\n\n
\n\n\n\n \n \n \"ThePaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/vldb/LinJF94,\n  author       = {King{-}Ip Lin and\n                  H. V. Jagadish and\n                  Christos Faloutsos},\n  title        = {The TV-Tree: An Index Structure for High-Dimensional Data},\n  journal      = {{VLDB} J.},\n  volume       = {3},\n  number       = {4},\n  pages        = {517--542},\n  year         = {1994},\n  url          = {http://www.vldb.org/journal/VLDBJ3/P517.pdf},\n  timestamp    = {Thu, 12 Mar 2020 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/vldb/LinJF94.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Bit-Sliced Signature Files for Very Large Text Databases an a Parallel Machine Architecture.\n \n \n \n \n\n\n \n Panagopoulos, G.; and Faloutsos, C.\n\n\n \n\n\n\n In Jarke, M.; Jr., J. A. B.; and Jeffery, K. G., editor(s), Advances in Database Technology - EDBT'94. 4th International Conference on Extending Database Technology, Cambridge, United Kingdom, March 28-31, 1994, Proceedings, volume 779, of Lecture Notes in Computer Science, pages 379–392, 1994. Springer\n \n\n\n\n
\n\n\n\n \n \n \"Bit-SlicedPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/edbt/PanagopoulosF94,\n  author       = {George Panagopoulos and\n                  Christos Faloutsos},\n  editor       = {Matthias Jarke and\n                  Janis A. Bubenko Jr. and\n                  Keith G. Jeffery},\n  title        = {Bit-Sliced Signature Files for Very Large Text Databases an a Parallel\n                  Machine Architecture},\n  booktitle    = {Advances in Database Technology - EDBT'94. 4th International Conference\n                  on Extending Database Technology, Cambridge, United Kingdom, March\n                  28-31, 1994, Proceedings},\n  series       = {Lecture Notes in Computer Science},\n  volume       = {779},\n  pages        = {379--392},\n  publisher    = {Springer},\n  year         = {1994},\n  url          = {https://doi.org/10.1007/3-540-57818-8\\_65},\n  doi          = {10.1007/3-540-57818-8\\_65},\n  timestamp    = {Sun, 02 Jun 2019 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/edbt/PanagopoulosF94.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n QBISM: Extending a DBMS to Support 3D Medical Images.\n \n \n \n \n\n\n \n Arya, M.; Cody, W. F.; Faloutsos, C.; Richardson, J. E.; and Toya, A.\n\n\n \n\n\n\n In Proceedings of the Tenth International Conference on Data Engineering, February 14-18, 1994, Houston, Texas, USA, pages 314–325, 1994. IEEE Computer Society\n \n\n\n\n
\n\n\n\n \n \n \"QBISM:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/icde/AryaCFRT94,\n  author       = {Manish Arya and\n                  William F. Cody and\n                  Christos Faloutsos and\n                  Joel E. Richardson and\n                  Arthur Toya},\n  title        = {{QBISM:} Extending a {DBMS} to Support 3D Medical Images},\n  booktitle    = {Proceedings of the Tenth International Conference on Data Engineering,\n                  February 14-18, 1994, Houston, Texas, {USA}},\n  pages        = {314--325},\n  publisher    = {{IEEE} Computer Society},\n  year         = {1994},\n  url          = {https://doi.org/10.1109/ICDE.1994.283046},\n  doi          = {10.1109/ICDE.1994.283046},\n  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/icde/AryaCFRT94.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Beyond Uniformity and Independence: Analysis of R-trees Using the Concept of Fractal Dimension.\n \n \n \n \n\n\n \n Faloutsos, C.; and Kamel, I.\n\n\n \n\n\n\n In Vianu, V., editor(s), Proceedings of the Thirteenth ACM SIGACT-SIGMOD-SIGART Symposium on Principles of Database Systems, May 24-26, 1994, Minneapolis, Minnesota, USA, pages 4–13, 1994. ACM Press\n \n\n\n\n
\n\n\n\n \n \n \"BeyondPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/pods/FaloutsosK94,\n  author       = {Christos Faloutsos and\n                  Ibrahim Kamel},\n  editor       = {Victor Vianu},\n  title        = {Beyond Uniformity and Independence: Analysis of R-trees Using the\n                  Concept of Fractal Dimension},\n  booktitle    = {Proceedings of the Thirteenth {ACM} {SIGACT-SIGMOD-SIGART} Symposium\n                  on Principles of Database Systems, May 24-26, 1994, Minneapolis, Minnesota,\n                  {USA}},\n  pages        = {4--13},\n  publisher    = {{ACM} Press},\n  year         = {1994},\n  url          = {https://doi.org/10.1145/182591.182593},\n  doi          = {10.1145/182591.182593},\n  timestamp    = {Sun, 02 Jun 2019 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/pods/FaloutsosK94.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Fast Subsequence Matching in Time-Series Databases.\n \n \n \n \n\n\n \n Faloutsos, C.; Ranganathan, M.; and Manolopoulos, Y.\n\n\n \n\n\n\n In Snodgrass, R. T.; and Winslett, M., editor(s), Proceedings of the 1994 ACM SIGMOD International Conference on Management of Data, Minneapolis, Minnesota, USA, May 24-27, 1994, pages 419–429, 1994. ACM Press\n \n\n\n\n
\n\n\n\n \n \n \"FastPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/sigmod/FaloutsosRM94,\n  author       = {Christos Faloutsos and\n                  M. Ranganathan and\n                  Yannis Manolopoulos},\n  editor       = {Richard T. Snodgrass and\n                  Marianne Winslett},\n  title        = {Fast Subsequence Matching in Time-Series Databases},\n  booktitle    = {Proceedings of the 1994 {ACM} {SIGMOD} International Conference on\n                  Management of Data, Minneapolis, Minnesota, USA, May 24-27, 1994},\n  pages        = {419--429},\n  publisher    = {{ACM} Press},\n  year         = {1994},\n  url          = {https://doi.org/10.1145/191839.191925},\n  doi          = {10.1145/191839.191925},\n  timestamp    = {Tue, 16 Aug 2022 23:04:20 +0200},\n  biburl       = {https://dblp.org/rec/conf/sigmod/FaloutsosRM94.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Quest: A Project on Database Mining.\n \n \n \n \n\n\n \n Agrawal, R.; Carey, M. J.; Faloutsos, C.; Ghosh, S. P.; Houtsma, M. A. W.; Imielinski, T.; Iyer, B. R.; Mahboob, A.; Miranda, H.; Srikant, R.; and Swami, A. N.\n\n\n \n\n\n\n In Snodgrass, R. T.; and Winslett, M., editor(s), Proceedings of the 1994 ACM SIGMOD International Conference on Management of Data, Minneapolis, Minnesota, USA, May 24-27, 1994, pages 514, 1994. ACM Press\n \n\n\n\n
\n\n\n\n \n \n \"Quest:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/sigmod/AgrawalCFGHIIMMSS94,\n  author       = {Rakesh Agrawal and\n                  Michael J. Carey and\n                  Christos Faloutsos and\n                  Sakti P. Ghosh and\n                  Maurice A. W. Houtsma and\n                  Tomasz Imielinski and\n                  Balakrishna R. Iyer and\n                  A. Mahboob and\n                  H. Miranda and\n                  Ramakrishnan Srikant and\n                  Arun N. Swami},\n  editor       = {Richard T. Snodgrass and\n                  Marianne Winslett},\n  title        = {Quest: {A} Project on Database Mining},\n  booktitle    = {Proceedings of the 1994 {ACM} {SIGMOD} International Conference on\n                  Management of Data, Minneapolis, Minnesota, USA, May 24-27, 1994},\n  pages        = {514},\n  publisher    = {{ACM} Press},\n  year         = {1994},\n  url          = {https://doi.org/10.1145/191839.191972},\n  doi          = {10.1145/191839.191972},\n  timestamp    = {Mon, 22 Mar 2021 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/sigmod/AgrawalCFGHIIMMSS94.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Hilbert R-tree: An Improved R-tree using Fractals.\n \n \n \n \n\n\n \n Kamel, I.; and Faloutsos, C.\n\n\n \n\n\n\n In Bocca, J. B.; Jarke, M.; and Zaniolo, C., editor(s), VLDB'94, Proceedings of 20th International Conference on Very Large Data Bases, September 12-15, 1994, Santiago de Chile, Chile, pages 500–509, 1994. Morgan Kaufmann\n \n\n\n\n
\n\n\n\n \n \n \"HilbertPaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/vldb/KamelF94,\n  author       = {Ibrahim Kamel and\n                  Christos Faloutsos},\n  editor       = {Jorge B. Bocca and\n                  Matthias Jarke and\n                  Carlo Zaniolo},\n  title        = {Hilbert R-tree: An Improved R-tree using Fractals},\n  booktitle    = {VLDB'94, Proceedings of 20th International Conference on Very Large\n                  Data Bases, September 12-15, 1994, Santiago de Chile, Chile},\n  pages        = {500--509},\n  publisher    = {Morgan Kaufmann},\n  year         = {1994},\n  url          = {http://www.vldb.org/conf/1994/P500.PDF},\n  timestamp    = {Wed, 29 Mar 2017 16:45:24 +0200},\n  biburl       = {https://dblp.org/rec/conf/vldb/KamelF94.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n  \n 1993\n \n \n (6)\n \n \n
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\n \n\n \n \n \n \n \n \n QBISM: A Prototype 3-D Medical Image Database System.\n \n \n \n \n\n\n \n Arya, M.; Cody, W. F.; Faloutsos, C.; Richardson, J. E.; and Toya, A.\n\n\n \n\n\n\n IEEE Data Eng. Bull., 16(1): 38–42. 1993.\n \n\n\n\n
\n\n\n\n \n \n \"QBISM:Paper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/debu/AryaCFRT93,\n  author       = {Manish Arya and\n                  William F. Cody and\n                  Christos Faloutsos and\n                  Joel E. Richardson and\n                  Arthur Toya},\n  title        = {{QBISM:} {A} Prototype 3-D Medical Image Database System},\n  journal      = {{IEEE} Data Eng. Bull.},\n  volume       = {16},\n  number       = {1},\n  pages        = {38--42},\n  year         = {1993},\n  url          = {http://sites.computer.org/debull/93MAR-CD.pdf},\n  timestamp    = {Tue, 10 Mar 2020 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/debu/AryaCFRT93.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n High Performance R-trees.\n \n \n \n \n\n\n \n Faloutsos, C.; and Kamel, I.\n\n\n \n\n\n\n IEEE Data Eng. Bull., 16(3): 28–33. 1993.\n \n\n\n\n
\n\n\n\n \n \n \"HighPaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/debu/FaloutsosK93,\n  author       = {Christos Faloutsos and\n                  Ibrahim Kamel},\n  title        = {High Performance R-trees},\n  journal      = {{IEEE} Data Eng. Bull.},\n  volume       = {16},\n  number       = {3},\n  pages        = {28--33},\n  year         = {1993},\n  url          = {http://sites.computer.org/debull/93SEP-CD.pdf},\n  timestamp    = {Tue, 10 Mar 2020 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/debu/FaloutsosK93.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n On Packing R-trees.\n \n \n \n \n\n\n \n Kamel, I.; and Faloutsos, C.\n\n\n \n\n\n\n In Bhargava, B. K.; Finin, T. W.; and Yesha, Y., editor(s), CIKM 93, Proceedings of the Second International Conference on Information and Knowledge Management, Washington, DC, USA, November 1-5, 1993, pages 490–499, 1993. ACM\n \n\n\n\n
\n\n\n\n \n \n \"OnPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/cikm/KamelF93,\n  author       = {Ibrahim Kamel and\n                  Christos Faloutsos},\n  editor       = {Bharat K. Bhargava and\n                  Timothy W. Finin and\n                  Yelena Yesha},\n  title        = {On Packing R-trees},\n  booktitle    = {{CIKM} 93, Proceedings of the Second International Conference on Information\n                  and Knowledge Management, Washington, DC, USA, November 1-5, 1993},\n  pages        = {490--499},\n  publisher    = {{ACM}},\n  year         = {1993},\n  url          = {https://doi.org/10.1145/170088.170403},\n  doi          = {10.1145/170088.170403},\n  timestamp    = {Sun, 02 Jun 2019 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/cikm/KamelF93.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Efficient Similarity Search In Sequence Databases.\n \n \n \n \n\n\n \n Agrawal, R.; Faloutsos, C.; and Swami, A. N.\n\n\n \n\n\n\n In Lomet, D. B., editor(s), Foundations of Data Organization and Algorithms, 4th International Conference, FODO'93, Chicago, Illinois, USA, October 13-15, 1993, Proceedings, volume 730, of Lecture Notes in Computer Science, pages 69–84, 1993. Springer\n \n\n\n\n
\n\n\n\n \n \n \"EfficientPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/fodo/AgrawalFS93,\n  author       = {Rakesh Agrawal and\n                  Christos Faloutsos and\n                  Arun N. Swami},\n  editor       = {David B. Lomet},\n  title        = {Efficient Similarity Search In Sequence Databases},\n  booktitle    = {Foundations of Data Organization and Algorithms, 4th International\n                  Conference, FODO'93, Chicago, Illinois, USA, October 13-15, 1993,\n                  Proceedings},\n  series       = {Lecture Notes in Computer Science},\n  volume       = {730},\n  pages        = {69--84},\n  publisher    = {Springer},\n  year         = {1993},\n  url          = {https://doi.org/10.1007/3-540-57301-1\\_5},\n  doi          = {10.1007/3-540-57301-1\\_5},\n  timestamp    = {Sun, 02 Jun 2019 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/fodo/AgrawalFS93.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Declustering Using Fractals.\n \n \n \n \n\n\n \n Faloutsos, C.; and Bhagwat, P.\n\n\n \n\n\n\n In Proceedings of the 2nd International Conference on Parallel and Distributed Information Systems (PDIS 1993), Issues, Architectures, and Algorithms, San Diego, CA, USA, January 20-23, 1993, pages 18–25, 1993. IEEE Computer Society\n \n\n\n\n
\n\n\n\n \n \n \"DeclusteringPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/pdis/FaloutsosB93,\n  author       = {Christos Faloutsos and\n                  Pravin Bhagwat},\n  title        = {Declustering Using Fractals},\n  booktitle    = {Proceedings of the 2nd International Conference on Parallel and Distributed\n                  Information Systems {(PDIS} 1993), Issues, Architectures, and Algorithms,\n                  San Diego, CA, USA, January 20-23, 1993},\n  pages        = {18--25},\n  publisher    = {{IEEE} Computer Society},\n  year         = {1993},\n  url          = {https://doi.org/10.1109/PDIS.1993.253077},\n  doi          = {10.1109/PDIS.1993.253077},\n  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/pdis/FaloutsosB93.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n The QBIC Project: Querying Images by Content, Using Color, Texture, and Shape.\n \n \n \n \n\n\n \n Niblack, W.; Barber, R.; Equitz, W.; Flickner, M.; Glasman, E. H.; Petkovic, D.; Yanker, P.; Faloutsos, C.; and Taubin, G.\n\n\n \n\n\n\n In Niblack, C. W., editor(s), Storage and Retrieval for Image and Video Databases, San Jose, CA, USA, January 31 - February 5, 1993, volume 1908, of SPIE Proceedings, pages 173–187, 1993. SPIE\n \n\n\n\n
\n\n\n\n \n \n \"ThePaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/spieSR/NiblackBEFGPYFT93,\n  author       = {Wayne Niblack and\n                  Ron Barber and\n                  William Equitz and\n                  Myron Flickner and\n                  Eduardo H. Glasman and\n                  Dragutin Petkovic and\n                  Peter Yanker and\n                  Christos Faloutsos and\n                  Gabriel Taubin},\n  editor       = {Carlton W. Niblack},\n  title        = {The {QBIC} Project: Querying Images by Content, Using Color, Texture,\n                  and Shape},\n  booktitle    = {Storage and Retrieval for Image and Video Databases, San Jose, CA,\n                  USA, January 31 - February 5, 1993},\n  series       = {{SPIE} Proceedings},\n  volume       = {1908},\n  pages        = {173--187},\n  publisher    = {{SPIE}},\n  year         = {1993},\n  url          = {https://doi.org/10.1117/12.143648},\n  doi          = {10.1117/12.143648},\n  timestamp    = {Thu, 25 May 2017 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/spieSR/NiblackBEFGPYFT93.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n\n
\n
\n  \n 1992\n \n \n (6)\n \n \n
\n
\n \n \n
\n \n\n \n \n \n \n \n \n Analytical results on the quadtree decomposition of arbitrary rectangles.\n \n \n \n \n\n\n \n Faloutsos, C.\n\n\n \n\n\n\n Pattern Recognit. Lett., 13(1): 31–40. 1992.\n \n\n\n\n
\n\n\n\n \n \n \"AnalyticalPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/prl/Faloutsos92,\n  author       = {Christos Faloutsos},\n  title        = {Analytical results on the quadtree decomposition of arbitrary rectangles},\n  journal      = {Pattern Recognit. Lett.},\n  volume       = {13},\n  number       = {1},\n  pages        = {31--40},\n  year         = {1992},\n  url          = {https://doi.org/10.1016/0167-8655(92)90112-D},\n  doi          = {10.1016/0167-8655(92)90112-D},\n  timestamp    = {Sat, 22 Feb 2020 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/prl/Faloutsos92.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n\n\n
\n \n\n \n \n \n \n \n \n Frame-Sliced Signature Files.\n \n \n \n \n\n\n \n Lin, Z.; and Faloutsos, C.\n\n\n \n\n\n\n IEEE Trans. Knowl. Data Eng., 4(3): 281–289. 1992.\n \n\n\n\n
\n\n\n\n \n \n \"Frame-SlicedPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/tkde/LinF92,\n  author       = {Zheng Lin and\n                  Christos Faloutsos},\n  title        = {Frame-Sliced Signature Files},\n  journal      = {{IEEE} Trans. Knowl. Data Eng.},\n  volume       = {4},\n  number       = {3},\n  pages        = {281--289},\n  year         = {1992},\n  url          = {https://doi.org/10.1109/69.142018},\n  doi          = {10.1109/69.142018},\n  timestamp    = {Mon, 14 Jun 2021 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/tkde/LinF92.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n\n\n
\n \n\n \n \n \n \n \n \n Hybrid Index Organizations for Text Databases.\n \n \n \n \n\n\n \n Faloutsos, C.; and Jagadish, H. V.\n\n\n \n\n\n\n In Pirotte, A.; Delobel, C.; and Gottlob, G., editor(s), Advances in Database Technology - EDBT'92, 3rd International Conference on Extending Database Technology, Vienna, Austria, March 23-27, 1992, Proceedings, volume 580, of Lecture Notes in Computer Science, pages 310–327, 1992. Springer\n \n\n\n\n
\n\n\n\n \n \n \"HybridPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/edbt/FaloutsosJ92,\n  author       = {Christos Faloutsos and\n                  H. V. Jagadish},\n  editor       = {Alain Pirotte and\n                  Claude Delobel and\n                  Georg Gottlob},\n  title        = {Hybrid Index Organizations for Text Databases},\n  booktitle    = {Advances in Database Technology - EDBT'92, 3rd International Conference\n                  on Extending Database Technology, Vienna, Austria, March 23-27, 1992,\n                  Proceedings},\n  series       = {Lecture Notes in Computer Science},\n  volume       = {580},\n  pages        = {310--327},\n  publisher    = {Springer},\n  year         = {1992},\n  url          = {https://doi.org/10.1007/BFb0032439},\n  doi          = {10.1007/BFB0032439},\n  timestamp    = {Fri, 17 Jul 2020 16:12:46 +0200},\n  biburl       = {https://dblp.org/rec/conf/edbt/FaloutsosJ92.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n\n\n\n
\n\n\n
\n \n\n \n \n \n \n \n \n Parallel R-trees.\n \n \n \n \n\n\n \n Kamel, I.; and Faloutsos, C.\n\n\n \n\n\n\n In Stonebraker, M., editor(s), Proceedings of the 1992 ACM SIGMOD International Conference on Management of Data, San Diego, California, USA, June 2-5, 1992, pages 195–204, 1992. ACM Press\n \n\n\n\n
\n\n\n\n \n \n \"ParallelPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/sigmod/KamelF92,\n  author       = {Ibrahim Kamel and\n                  Christos Faloutsos},\n  editor       = {Michael Stonebraker},\n  title        = {Parallel R-trees},\n  booktitle    = {Proceedings of the 1992 {ACM} {SIGMOD} International Conference on\n                  Management of Data, San Diego, California, USA, June 2-5, 1992},\n  pages        = {195--204},\n  publisher    = {{ACM} Press},\n  year         = {1992},\n  url          = {https://doi.org/10.1145/130283.130315},\n  doi          = {10.1145/130283.130315},\n  timestamp    = {Mon, 21 Jun 2021 16:00:48 +0200},\n  biburl       = {https://dblp.org/rec/conf/sigmod/KamelF92.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n On B-Tree Indices for Skewed Distributions.\n \n \n \n \n\n\n \n Faloutsos, C.; and Jagadish, H. V.\n\n\n \n\n\n\n In Yuan, L., editor(s), 18th International Conference on Very Large Data Bases, August 23-27, 1992, Vancouver, Canada, Proceedings, pages 363–374, 1992. Morgan Kaufmann\n \n\n\n\n
\n\n\n\n \n \n \"OnPaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/vldb/FaloutsosJ92,\n  author       = {Christos Faloutsos and\n                  H. V. Jagadish},\n  editor       = {Li{-}Yan Yuan},\n  title        = {On B-Tree Indices for Skewed Distributions},\n  booktitle    = {18th International Conference on Very Large Data Bases, August 23-27,\n                  1992, Vancouver, Canada, Proceedings},\n  pages        = {363--374},\n  publisher    = {Morgan Kaufmann},\n  year         = {1992},\n  url          = {http://www.vldb.org/conf/1992/P363.PDF},\n  timestamp    = {Wed, 29 Mar 2017 16:45:23 +0200},\n  biburl       = {https://dblp.org/rec/conf/vldb/FaloutsosJ92.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n Signature Files.\n \n \n \n\n\n \n Faloutsos, C.\n\n\n \n\n\n\n In Frakes, W. B.; and Baeza-Yates, R. A., editor(s), Information Retrieval: Data Structures & Algorithms, pages 44–65. Prentice-Hall, 1992.\n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@incollection{DBLP:books/ph/frakesB92/Faloutsos92,\n  author       = {Christos Faloutsos},\n  editor       = {William B. Frakes and\n                  Ricardo A. Baeza{-}Yates},\n  title        = {Signature Files},\n  booktitle    = {Information Retrieval: Data Structures {\\&} Algorithms},\n  pages        = {44--65},\n  publisher    = {Prentice-Hall},\n  year         = {1992},\n  timestamp    = {Tue, 06 Aug 2019 09:18:16 +0200},\n  biburl       = {https://dblp.org/rec/books/ph/frakesB92/Faloutsos92.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n
\n  \n 1991\n \n \n (5)\n \n \n
\n
\n \n \n
\n \n\n \n \n \n \n \n \n Disk Allocation Methods Using Error Correcting Codes.\n \n \n \n \n\n\n \n Faloutsos, C.; and Metaxas, D. N.\n\n\n \n\n\n\n IEEE Trans. Computers, 40(8): 907–914. 1991.\n \n\n\n\n
\n\n\n\n \n \n \"DiskPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/tc/FaloutsosM91,\n  author       = {Christos Faloutsos and\n                  Dimitris N. Metaxas},\n  title        = {Disk Allocation Methods Using Error Correcting Codes},\n  journal      = {{IEEE} Trans. Computers},\n  volume       = {40},\n  number       = {8},\n  pages        = {907--914},\n  year         = {1991},\n  url          = {https://doi.org/10.1109/12.83636},\n  doi          = {10.1109/12.83636},\n  timestamp    = {Sun, 02 Jun 2019 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/tc/FaloutsosM91.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n An Architecture for High Performance Engineering Information Systems.\n \n \n \n \n\n\n \n Roussopoulos, N.; Mark, L.; Sellis, T. K.; and Faloutsos, C.\n\n\n \n\n\n\n IEEE Trans. Software Eng., 17(1): 22–33. 1991.\n \n\n\n\n
\n\n\n\n \n \n \"AnPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/tse/RoussopoulosMSF91,\n  author       = {Nick Roussopoulos and\n                  Leo Mark and\n                  Timos K. Sellis and\n                  Christos Faloutsos},\n  title        = {An Architecture for High Performance Engineering Information Systems},\n  journal      = {{IEEE} Trans. Software Eng.},\n  volume       = {17},\n  number       = {1},\n  pages        = {22--33},\n  year         = {1991},\n  url          = {https://doi.org/10.1109/32.67576},\n  doi          = {10.1109/32.67576},\n  timestamp    = {Sun, 02 Jun 2019 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/tse/RoussopoulosMSF91.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n DOT: A Spatial Access Method Using Fractals.\n \n \n \n \n\n\n \n Faloutsos, C.; and Rong, Y.\n\n\n \n\n\n\n In Proceedings of the Seventh International Conference on Data Engineering, April 8-12, 1991, Kobe, Japan, pages 152–159, 1991. IEEE Computer Society\n \n\n\n\n
\n\n\n\n \n \n \"DOT:Paper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/icde/FaloutsosR91,\n  author       = {Christos Faloutsos and\n                  Yi Rong},\n  title        = {{DOT:} {A} Spatial Access Method Using Fractals},\n  booktitle    = {Proceedings of the Seventh International Conference on Data Engineering,\n                  April 8-12, 1991, Kobe, Japan},\n  pages        = {152--159},\n  publisher    = {{IEEE} Computer Society},\n  year         = {1991},\n  url          = {http://www.cs.cmu.edu/\\%7Echristos/PUBLICATIONS.OLDER/icde91.pdf},\n  timestamp    = {Thu, 12 Mar 2020 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/icde/FaloutsosR91.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n\n\n
\n \n\n \n \n \n \n \n \n Flexible Buffer Allocation Based on Marginal Gains.\n \n \n \n \n\n\n \n Ng, R. T.; Faloutsos, C.; and Sellis, T. K.\n\n\n \n\n\n\n In Clifford, J.; and King, R., editor(s), Proceedings of the 1991 ACM SIGMOD International Conference on Management of Data, Denver, Colorado, USA, May 29-31, 1991, pages 387–396, 1991. ACM Press\n \n\n\n\n
\n\n\n\n \n \n \"FlexiblePaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/sigmod/NgFS91,\n  author       = {Raymond T. Ng and\n                  Christos Faloutsos and\n                  Timos K. Sellis},\n  editor       = {James Clifford and\n                  Roger King},\n  title        = {Flexible Buffer Allocation Based on Marginal Gains},\n  booktitle    = {Proceedings of the 1991 {ACM} {SIGMOD} International Conference on\n                  Management of Data, Denver, Colorado, USA, May 29-31, 1991},\n  pages        = {387--396},\n  publisher    = {{ACM} Press},\n  year         = {1991},\n  url          = {https://doi.org/10.1145/115790.115857},\n  doi          = {10.1145/115790.115857},\n  timestamp    = {Mon, 21 Jun 2021 16:00:48 +0200},\n  biburl       = {https://dblp.org/rec/conf/sigmod/NgFS91.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Predictive Load Control for Flexible Buffer Allocation.\n \n \n \n \n\n\n \n Faloutsos, C.; Ng, R. T.; and Sellis, T. K.\n\n\n \n\n\n\n In Lohman, G. M.; Sernadas, A.; and Camps, R., editor(s), 17th International Conference on Very Large Data Bases, September 3-6, 1991, Barcelona, Catalonia, Spain, Proceedings, pages 265–274, 1991. Morgan Kaufmann\n \n\n\n\n
\n\n\n\n \n \n \"PredictivePaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/vldb/FaloutsosNS91,\n  author       = {Christos Faloutsos and\n                  Raymond T. Ng and\n                  Timos K. Sellis},\n  editor       = {Guy M. Lohman and\n                  Am{\\'{\\i}}lcar Sernadas and\n                  Rafael Camps},\n  title        = {Predictive Load Control for Flexible Buffer Allocation},\n  booktitle    = {17th International Conference on Very Large Data Bases, September\n                  3-6, 1991, Barcelona, Catalonia, Spain, Proceedings},\n  pages        = {265--274},\n  publisher    = {Morgan Kaufmann},\n  year         = {1991},\n  url          = {http://www.vldb.org/conf/1991/P265.PDF},\n  timestamp    = {Wed, 29 Mar 2017 16:45:22 +0200},\n  biburl       = {https://dblp.org/rec/conf/vldb/FaloutsosNS91.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n  \n 1990\n \n \n (3)\n \n \n
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\n \n\n \n \n \n \n \n \n Analysis for the End of Block Wasted Space.\n \n \n \n \n\n\n \n Manolopoulos, Y.; and Faloutsos, C.\n\n\n \n\n\n\n BIT, 30(4): 620–630. 1990.\n \n\n\n\n
\n\n\n\n \n \n \"AnalysisPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/bit/ManolopoulosF90,\n  author       = {Yannis Manolopoulos and\n                  Christos Faloutsos},\n  title        = {Analysis for the End of Block Wasted Space},\n  journal      = {{BIT}},\n  volume       = {30},\n  number       = {4},\n  pages        = {620--630},\n  year         = {1990},\n  url          = {https://doi.org/10.1007/BF01933210},\n  doi          = {10.1007/BF01933210},\n  timestamp    = {Tue, 22 Jun 2021 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/bit/ManolopoulosF90.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Signature-Based Text Retrieval Methods: A Survey.\n \n \n \n \n\n\n \n Faloutsos, C.\n\n\n \n\n\n\n IEEE Data Eng. Bull., 13(1): 25–32. 1990.\n \n\n\n\n
\n\n\n\n \n \n \"Signature-BasedPaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/debu/Faloutsos90,\n  author       = {Christos Faloutsos},\n  title        = {Signature-Based Text Retrieval Methods: {A} Survey},\n  journal      = {{IEEE} Data Eng. Bull.},\n  volume       = {13},\n  number       = {1},\n  pages        = {25--32},\n  year         = {1990},\n  url          = {http://sites.computer.org/debull/90MAR-CD.pdf},\n  timestamp    = {Tue, 10 Mar 2020 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/debu/Faloutsos90.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Incorporating String Search in a Hypertext System: User Interface and Signature File Design Issues.\n \n \n \n \n\n\n \n Faloutsos, C.; Lee, R. Y. N.; Plaisant, C.; and Shneiderman, B.\n\n\n \n\n\n\n Hypermedia, 2(3): 183–200. 1990.\n \n\n\n\n
\n\n\n\n \n \n \"IncorporatingPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/hm/FaloutsosLPS90,\n  author       = {Christos Faloutsos and\n                  Raymond Y. N. Lee and\n                  Catherine Plaisant and\n                  Ben Shneiderman},\n  title        = {Incorporating String Search in a Hypertext System: User Interface\n                  and Signature File Design Issues},\n  journal      = {Hypermedia},\n  volume       = {2},\n  number       = {3},\n  pages        = {183--200},\n  year         = {1990},\n  url          = {https://doi.org/10.1080/09558543.1990.12031182},\n  doi          = {10.1080/09558543.1990.12031182},\n  timestamp    = {Sun, 19 Jan 2025 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/hm/FaloutsosLPS90.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n  \n 1989\n \n \n (4)\n \n \n
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\n \n \n
\n \n\n \n \n \n \n \n \n Performance Issues in the Binary Relationship Model.\n \n \n \n \n\n\n \n Lin, C.; Mark, L.; Sellis, T. K.; and Faloutsos, C.\n\n\n \n\n\n\n Data Knowl. Eng., 4: 195–221. 1989.\n \n\n\n\n
\n\n\n\n \n \n \"PerformancePaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/dke/LinMSF89,\n  author       = {Chih{-}Chen Lin and\n                  Leo Mark and\n                  Timos K. Sellis and\n                  Christos Faloutsos},\n  title        = {Performance Issues in the Binary Relationship Model},\n  journal      = {Data Knowl. Eng.},\n  volume       = {4},\n  pages        = {195--221},\n  year         = {1989},\n  url          = {https://doi.org/10.1016/0169-023X(89)90020-7},\n  doi          = {10.1016/0169-023X(89)90020-7},\n  timestamp    = {Sun, 02 Jun 2019 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/dke/LinMSF89.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Tri-cell-a data structure for spatial objects.\n \n \n \n \n\n\n \n Faloutsos, C.; and Rego, W.\n\n\n \n\n\n\n Inf. Syst., 14(2): 131–139. 1989.\n \n\n\n\n
\n\n\n\n \n \n \"Tri-cell-aPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/is/FaloutsosR89,\n  author       = {Christos Faloutsos and\n                  Winston Rego},\n  title        = {Tri-cell-a data structure for spatial objects},\n  journal      = {Inf. Syst.},\n  volume       = {14},\n  number       = {2},\n  pages        = {131--139},\n  year         = {1989},\n  url          = {https://doi.org/10.1016/0306-4379(89)90041-0},\n  doi          = {10.1016/0306-4379(89)90041-0},\n  timestamp    = {Sun, 02 Jun 2019 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/is/FaloutsosR89.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Fractals for Secondary Key Retrieval.\n \n \n \n \n\n\n \n Faloutsos, C.; and Roseman, S.\n\n\n \n\n\n\n In Silberschatz, A., editor(s), Proceedings of the Eighth ACM SIGACT-SIGMOD-SIGART Symposium on Principles of Database Systems, March 29-31, 1989, Philadelphia, Pennsylvania, USA, pages 247–252, 1989. ACM Press\n \n\n\n\n
\n\n\n\n \n \n \"FractalsPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/pods/FaloutsosR89,\n  author       = {Christos Faloutsos and\n                  Shari Roseman},\n  editor       = {Avi Silberschatz},\n  title        = {Fractals for Secondary Key Retrieval},\n  booktitle    = {Proceedings of the Eighth {ACM} {SIGACT-SIGMOD-SIGART} Symposium on\n                  Principles of Database Systems, March 29-31, 1989, Philadelphia, Pennsylvania,\n                  {USA}},\n  pages        = {247--252},\n  publisher    = {{ACM} Press},\n  year         = {1989},\n  url          = {https://doi.org/10.1145/73721.73746},\n  doi          = {10.1145/73721.73746},\n  timestamp    = {Sun, 02 Jun 2019 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/pods/FaloutsosR89.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n\n\n
\n \n\n \n \n \n \n \n \n Declustering Using Error Correcting Codes.\n \n \n \n \n\n\n \n Faloutsos, C.; and Metaxas, D. N.\n\n\n \n\n\n\n In Silberschatz, A., editor(s), Proceedings of the Eighth ACM SIGACT-SIGMOD-SIGART Symposium on Principles of Database Systems, March 29-31, 1989, Philadelphia, Pennsylvania, USA, pages 253–258, 1989. ACM Press\n \n\n\n\n
\n\n\n\n \n \n \"DeclusteringPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/pods/FaloutsosM89,\n  author       = {Christos Faloutsos and\n                  Dimitris N. Metaxas},\n  editor       = {Avi Silberschatz},\n  title        = {Declustering Using Error Correcting Codes},\n  booktitle    = {Proceedings of the Eighth {ACM} {SIGACT-SIGMOD-SIGART} Symposium on\n                  Principles of Database Systems, March 29-31, 1989, Philadelphia, Pennsylvania,\n                  {USA}},\n  pages        = {253--258},\n  publisher    = {{ACM} Press},\n  year         = {1989},\n  url          = {https://doi.org/10.1145/73721.73747},\n  doi          = {10.1145/73721.73747},\n  timestamp    = {Sun, 02 Jun 2019 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/pods/FaloutsosM89.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n  \n 1988\n \n \n (5)\n \n \n
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\n \n\n \n \n \n \n \n \n Signature Files: An Integrated Access Method for Text and Attributes, Sluitable for Optical Disk Storage.\n \n \n \n \n\n\n \n Faloutsos, C.\n\n\n \n\n\n\n BIT, 28(4): 736–754. 1988.\n \n\n\n\n
\n\n\n\n \n \n \"SignaturePaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/bit/Faloutsos88,\n  author       = {Christos Faloutsos},\n  title        = {Signature Files: An Integrated Access Method for Text and Attributes,\n                  Sluitable for Optical Disk Storage},\n  journal      = {{BIT}},\n  volume       = {28},\n  number       = {4},\n  pages        = {736--754},\n  year         = {1988},\n  url          = {https://doi.org/10.1007/BF01954894},\n  doi          = {10.1007/BF01954894},\n  timestamp    = {Tue, 22 Jun 2021 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/bit/Faloutsos88.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Expert Database Systems: Efficient Support for Engineering Environments.\n \n \n \n \n\n\n \n Sellis, T. K.; Roussopoulos, N.; Mark, L.; and Faloutsos, C.\n\n\n \n\n\n\n Data Knowl. Eng., 3: 71–85. 1988.\n \n\n\n\n
\n\n\n\n \n \n \"ExpertPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/dke/SellisRMF88,\n  author       = {Timos K. Sellis and\n                  Nick Roussopoulos and\n                  Leo Mark and\n                  Christos Faloutsos},\n  title        = {Expert Database Systems: Efficient Support for Engineering Environments},\n  journal      = {Data Knowl. Eng.},\n  volume       = {3},\n  pages        = {71--85},\n  year         = {1988},\n  url          = {https://doi.org/10.1016/0169-023X(88)90007-9},\n  doi          = {10.1016/0169-023X(88)90007-9},\n  timestamp    = {Sun, 02 Jun 2019 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/dke/SellisRMF88.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n An Efficient Pictorial Database System for PSQL.\n \n \n \n \n\n\n \n Roussopoulos, N.; Faloutsos, C.; and Sellis, T. K.\n\n\n \n\n\n\n IEEE Trans. Software Eng., 14(5): 639–650. 1988.\n \n\n\n\n
\n\n\n\n \n \n \"AnPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/tse/RoussopoulosFS88,\n  author       = {Nick Roussopoulos and\n                  Christos Faloutsos and\n                  Timos K. Sellis},\n  title        = {An Efficient Pictorial Database System for {PSQL}},\n  journal      = {{IEEE} Trans. Software Eng.},\n  volume       = {14},\n  number       = {5},\n  pages        = {639--650},\n  year         = {1988},\n  url          = {https://doi.org/10.1109/32.6141},\n  doi          = {10.1109/32.6141},\n  timestamp    = {Sun, 02 Jun 2019 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/tse/RoussopoulosFS88.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Gray Codes for Partial Match and Range Queries.\n \n \n \n \n\n\n \n Faloutsos, C.\n\n\n \n\n\n\n IEEE Trans. Software Eng., 14(10): 1381–1393. 1988.\n \n\n\n\n
\n\n\n\n \n \n \"GrayPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/tse/Faloutsos88,\n  author       = {Christos Faloutsos},\n  title        = {Gray Codes for Partial Match and Range Queries},\n  journal      = {{IEEE} Trans. Software Eng.},\n  volume       = {14},\n  number       = {10},\n  pages        = {1381--1393},\n  year         = {1988},\n  url          = {https://doi.org/10.1109/32.6184},\n  doi          = {10.1109/32.6184},\n  timestamp    = {Sun, 02 Jun 2019 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/tse/Faloutsos88.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Fast Text Access Methods for Optical and Large Magnetic Disks: Designs and Performance Comparison.\n \n \n \n \n\n\n \n Faloutsos, C.; and Chan, R.\n\n\n \n\n\n\n In Bancilhon, F.; and DeWitt, D. J., editor(s), Fourteenth International Conference on Very Large Data Bases, August 29 - September 1, 1988, Los Angeles, California, USA, Proceedings, pages 280–293, 1988. Morgan Kaufmann\n \n\n\n\n
\n\n\n\n \n \n \"FastPaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/vldb/FaloutsosC88,\n  author       = {Christos Faloutsos and\n                  Raphael Chan},\n  editor       = {Fran{\\c{c}}ois Bancilhon and\n                  David J. DeWitt},\n  title        = {Fast Text Access Methods for Optical and Large Magnetic Disks: Designs\n                  and Performance Comparison},\n  booktitle    = {Fourteenth International Conference on Very Large Data Bases, August\n                  29 - September 1, 1988, Los Angeles, California, USA, Proceedings},\n  pages        = {280--293},\n  publisher    = {Morgan Kaufmann},\n  year         = {1988},\n  url          = {http://www.vldb.org/conf/1988/P280.PDF},\n  timestamp    = {Wed, 29 Mar 2017 16:45:24 +0200},\n  biburl       = {https://dblp.org/rec/conf/vldb/FaloutsosC88.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n
\n  \n 1987\n \n \n (5)\n \n \n
\n
\n \n \n
\n \n\n \n \n \n \n \n \n Signature files: an access method for textual messages.\n \n \n \n \n\n\n \n Faloutsos, C.\n\n\n \n\n\n\n Ph.D. Thesis, University of Toronto, Canada, 1987.\n \n\n\n\n
\n\n\n\n \n \n \"SignaturePaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@phdthesis{DBLP:phd/ca/Faloutsos87,\n  author       = {Christos Faloutsos},\n  title        = {Signature files: an access method for textual messages},\n  school       = {University of Toronto, Canada},\n  year         = {1987},\n  url          = {https://librarysearch.library.utoronto.ca/permalink/01UTORONTO\\_INST/14bjeso/alma991106585149706196},\n  timestamp    = {Wed, 10 Aug 2022 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/phd/ca/Faloutsos87.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Optimal Signature Extraction and Information Loss.\n \n \n \n \n\n\n \n Faloutsos, C.; and Christodoulakis, S.\n\n\n \n\n\n\n ACM Trans. Database Syst., 12(3): 395–428. 1987.\n \n\n\n\n
\n\n\n\n \n \n \"OptimalPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/tods/FaloutsosC87,\n  author       = {Christos Faloutsos and\n                  Stavros Christodoulakis},\n  title        = {Optimal Signature Extraction and Information Loss},\n  journal      = {{ACM} Trans. Database Syst.},\n  volume       = {12},\n  number       = {3},\n  pages        = {395--428},\n  year         = {1987},\n  url          = {https://doi.org/10.1145/27629.214285},\n  doi          = {10.1145/27629.214285},\n  timestamp    = {Sun, 02 Jun 2019 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/tods/FaloutsosC87.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Description and Performance Analysis of Signature File Methods for Office Filing.\n \n \n \n \n\n\n \n Faloutsos, C.; and Christodoulakis, S.\n\n\n \n\n\n\n ACM Trans. Inf. Syst., 5(3): 237–257. 1987.\n \n\n\n\n
\n\n\n\n \n \n \"DescriptionPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/tois/FaloutsosC87,\n  author       = {Christos Faloutsos and\n                  Stavros Christodoulakis},\n  title        = {Description and Performance Analysis of Signature File Methods for\n                  Office Filing},\n  journal      = {{ACM} Trans. Inf. Syst.},\n  volume       = {5},\n  number       = {3},\n  pages        = {237--257},\n  year         = {1987},\n  url          = {https://doi.org/10.1145/27641.28057},\n  doi          = {10.1145/27641.28057},\n  timestamp    = {Sun, 02 Jun 2019 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/tois/FaloutsosC87.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Analysis of Object Oriented Spatial Access Methods.\n \n \n \n \n\n\n \n Faloutsos, C.; Sellis, T. K.; and Roussopoulos, N.\n\n\n \n\n\n\n In Dayal, U.; and Traiger, I. L., editor(s), Proceedings of the Association for Computing Machinery Special Interest Group on Management of Data 1987 Annual Conference, San Francisco, CA, USA, May 27-29, 1987, pages 426–439, 1987. ACM Press\n \n\n\n\n
\n\n\n\n \n \n \"AnalysisPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/sigmod/FaloutsosSR87,\n  author       = {Christos Faloutsos and\n                  Timos K. Sellis and\n                  Nick Roussopoulos},\n  editor       = {Umeshwar Dayal and\n                  Irving L. Traiger},\n  title        = {Analysis of Object Oriented Spatial Access Methods},\n  booktitle    = {Proceedings of the Association for Computing Machinery Special Interest\n                  Group on Management of Data 1987 Annual Conference, San Francisco,\n                  CA, USA, May 27-29, 1987},\n  pages        = {426--439},\n  publisher    = {{ACM} Press},\n  year         = {1987},\n  url          = {https://doi.org/10.1145/38713.38758},\n  doi          = {10.1145/38713.38758},\n  timestamp    = {Mon, 21 Jun 2021 16:00:48 +0200},\n  biburl       = {https://dblp.org/rec/conf/sigmod/FaloutsosSR87.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n The R+-Tree: A Dynamic Index for Multi-Dimensional Objects.\n \n \n \n \n\n\n \n Sellis, T. K.; Roussopoulos, N.; and Faloutsos, C.\n\n\n \n\n\n\n In Stocker, P. M.; Kent, W.; and Hammersley, P., editor(s), VLDB'87, Proceedings of 13th International Conference on Very Large Data Bases, September 1-4, 1987, Brighton, England, pages 507–518, 1987. Morgan Kaufmann\n \n\n\n\n
\n\n\n\n \n \n \"ThePaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/vldb/SellisRF87,\n  author       = {Timos K. Sellis and\n                  Nick Roussopoulos and\n                  Christos Faloutsos},\n  editor       = {Peter M. Stocker and\n                  William Kent and\n                  Peter Hammersley},\n  title        = {The R+-Tree: {A} Dynamic Index for Multi-Dimensional Objects},\n  booktitle    = {VLDB'87, Proceedings of 13th International Conference on Very Large\n                  Data Bases, September 1-4, 1987, Brighton, England},\n  pages        = {507--518},\n  publisher    = {Morgan Kaufmann},\n  year         = {1987},\n  url          = {http://www.vldb.org/conf/1987/P507.PDF},\n  timestamp    = {Wed, 29 Mar 2017 16:45:24 +0200},\n  biburl       = {https://dblp.org/rec/conf/vldb/SellisRF87.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n  \n 1986\n \n \n (2)\n \n \n
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\n \n\n \n \n \n \n \n \n Design and Performance Considerations for an Optical Disk-Based Multimedia Object Server.\n \n \n \n \n\n\n \n Christodoulakis, S.; and Faloutsos, C.\n\n\n \n\n\n\n Computer, 19(12): 45–56. 1986.\n \n\n\n\n
\n\n\n\n \n \n \"DesignPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/computer/ChristodoulakisF86,\n  author       = {Stavros Christodoulakis and\n                  Christos Faloutsos},\n  title        = {Design and Performance Considerations for an Optical Disk-Based Multimedia\n                  Object Server},\n  journal      = {Computer},\n  volume       = {19},\n  number       = {12},\n  pages        = {45--56},\n  year         = {1986},\n  url          = {https://doi.org/10.1109/MC.1986.1663127},\n  doi          = {10.1109/MC.1986.1663127},\n  timestamp    = {Wed, 12 Aug 2020 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/computer/ChristodoulakisF86.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Multiattribute Hashing Using Gray Codes.\n \n \n \n \n\n\n \n Faloutsos, C.\n\n\n \n\n\n\n In Zaniolo, C., editor(s), Proceedings of the 1986 ACM SIGMOD International Conference on Management of Data, Washington, DC, USA, May 28-30, 1986, pages 227–238, 1986. ACM Press\n \n\n\n\n
\n\n\n\n \n \n \"MultiattributePaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{DBLP:conf/sigmod/Faloutsos86,\n  author       = {Christos Faloutsos},\n  editor       = {Carlo Zaniolo},\n  title        = {Multiattribute Hashing Using Gray Codes},\n  booktitle    = {Proceedings of the 1986 {ACM} {SIGMOD} International Conference on\n                  Management of Data, Washington, DC, USA, May 28-30, 1986},\n  pages        = {227--238},\n  publisher    = {{ACM} Press},\n  year         = {1986},\n  url          = {https://doi.org/10.1145/16894.16877},\n  doi          = {10.1145/16894.16877},\n  timestamp    = {Mon, 21 Jun 2021 16:00:48 +0200},\n  biburl       = {https://dblp.org/rec/conf/sigmod/Faloutsos86.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n  \n 1985\n \n \n (3)\n \n \n
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\n \n\n \n \n \n \n \n \n Access Methods for Text.\n \n \n \n \n\n\n \n Faloutsos, C.\n\n\n \n\n\n\n ACM Comput. Surv., 17(1): 49–74. 1985.\n \n\n\n\n
\n\n\n\n \n \n \"AccessPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{DBLP:journals/csur/Faloutsos85,\n  author       = {Christos Faloutsos},\n  title        = {Access Methods for Text},\n  journal      = {{ACM} Comput. Surv.},\n  volume       = {17},\n  number       = {1},\n  pages        = {49--74},\n  year         = {1985},\n  url          = {https://doi.org/10.1145/4078.4080},\n  doi          = {10.1145/4078.4080},\n  timestamp    = {Sun, 02 Jun 2019 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/csur/Faloutsos85.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Signature files: Design and Performance Comparison of Some Signature Extraction Methods.\n \n \n \n \n\n\n \n Faloutsos, C.\n\n\n \n\n\n\n In Navathe, S. B., editor(s), Proceedings of the 1985 ACM SIGMOD International Conference on Management of Data, Austin, Texas, USA, May 28-31, 1985, pages 63–82, 1985. ACM Press\n \n\n\n\n
\n\n\n\n \n \n \"SignaturePaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/sigmod/Faloutsos85,\n  author       = {Christos Faloutsos},\n  editor       = {Shamkant B. Navathe},\n  title        = {Signature files: Design and Performance Comparison of Some Signature\n                  Extraction Methods},\n  booktitle    = {Proceedings of the 1985 {ACM} {SIGMOD} International Conference on\n                  Management of Data, Austin, Texas, USA, May 28-31, 1985},\n  pages        = {63--82},\n  publisher    = {{ACM} Press},\n  year         = {1985},\n  url          = {https://doi.org/10.1145/318898.318903},\n  doi          = {10.1145/318898.318903},\n  timestamp    = {Thu, 11 Mar 2021 15:20:15 +0100},\n  biburl       = {https://dblp.org/rec/conf/sigmod/Faloutsos85.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Design of a Signature File Method that Accounts for Non-Uniform Occurrence and Query Frequencies.\n \n \n \n \n\n\n \n Faloutsos, C.; and Christodoulakis, S.\n\n\n \n\n\n\n In Pirotte, A.; and Vassiliou, Y., editor(s), VLDB'85, Proceedings of 11th International Conference on Very Large Data Bases, August 21-23, 1985, Stockholm, Sweden, pages 165–170, 1985. Morgan Kaufmann\n \n\n\n\n
\n\n\n\n \n \n \"DesignPaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/vldb/FaloutsosC85,\n  author       = {Christos Faloutsos and\n                  Stavros Christodoulakis},\n  editor       = {Alain Pirotte and\n                  Yannis Vassiliou},\n  title        = {Design of a Signature File Method that Accounts for Non-Uniform Occurrence\n                  and Query Frequencies},\n  booktitle    = {VLDB'85, Proceedings of 11th International Conference on Very Large\n                  Data Bases, August 21-23, 1985, Stockholm, Sweden},\n  pages        = {165--170},\n  publisher    = {Morgan Kaufmann},\n  year         = {1985},\n  url          = {http://www.vldb.org/conf/1985/P165.PDF},\n  timestamp    = {Sat, 30 Dec 2017 02:38:03 +0100},\n  biburl       = {https://dblp.org/rec/conf/vldb/FaloutsosC85.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n  \n 1984\n \n \n (2)\n \n \n
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\n \n\n \n \n \n \n \n \n Signature Files: An Access Method for Documents and Its Analytical Performance Evaluation.\n \n \n \n \n\n\n \n Faloutsos, C.; and Christodoulakis, S.\n\n\n \n\n\n\n ACM Trans. Inf. Syst., 2(4): 267–288. 1984.\n \n\n\n\n
\n\n\n\n \n \n \"SignaturePaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@article{DBLP:journals/tois/FaloutsosC84,\n  author       = {Christos Faloutsos and\n                  Stavros Christodoulakis},\n  title        = {Signature Files: An Access Method for Documents and Its Analytical\n                  Performance Evaluation},\n  journal      = {{ACM} Trans. Inf. Syst.},\n  volume       = {2},\n  number       = {4},\n  pages        = {267--288},\n  year         = {1984},\n  url          = {https://doi.org/10.1145/2275.357411},\n  doi          = {10.1145/2275.357411},\n  timestamp    = {Wed, 14 Nov 2018 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/tois/FaloutsosC84.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Design Considerations for a Message File Server.\n \n \n \n \n\n\n \n Christodoulakis, S.; and Faloutsos, C.\n\n\n \n\n\n\n IEEE Trans. Software Eng., 10(2): 201–210. 1984.\n \n\n\n\n
\n\n\n\n \n \n \"DesignPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@article{DBLP:journals/tse/ChristodoulakisF84,\n  author       = {Stavros Christodoulakis and\n                  Christos Faloutsos},\n  title        = {Design Considerations for a Message File Server},\n  journal      = {{IEEE} Trans. Software Eng.},\n  volume       = {10},\n  number       = {2},\n  pages        = {201--210},\n  year         = {1984},\n  url          = {https://doi.org/10.1109/TSE.1984.5010223},\n  doi          = {10.1109/TSE.1984.5010223},\n  timestamp    = {Sun, 02 Jun 2019 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/tse/ChristodoulakisF84.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n  \n 1983\n \n \n (1)\n \n \n
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\n \n\n \n \n \n \n \n \n A Multimedia Office Filing System.\n \n \n \n \n\n\n \n Tsichritzis, D.; Christodoulakis, S.; Economopoulos, P.; Faloutsos, C.; Lee, A.; Lee, D.; Vandenbroeck, J.; and Woo, C. C.\n\n\n \n\n\n\n In Schkolnick, M.; and Thanos, C., editor(s), 9th International Conference on Very Large Data Bases, October 31 - November 2, 1983, Florence, Italy, Proceedings, pages 2–7, 1983. Morgan Kaufmann\n \n\n\n\n
\n\n\n\n \n \n \"APaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/vldb/TsichritzisCEFLLVW83,\n  author       = {Dennis Tsichritzis and\n                  Stavros Christodoulakis and\n                  P. Economopoulos and\n                  Christos Faloutsos and\n                  Alison Lee and\n                  D. Lee and\n                  J. Vandenbroeck and\n                  Carson C. Woo},\n  editor       = {Mario Schkolnick and\n                  Costantino Thanos},\n  title        = {A Multimedia Office Filing System},\n  booktitle    = {9th International Conference on Very Large Data Bases, October 31\n                  - November 2, 1983, Florence, Italy, Proceedings},\n  pages        = {2--7},\n  publisher    = {Morgan Kaufmann},\n  year         = {1983},\n  url          = {http://www.vldb.org/conf/1983/P002.PDF},\n  timestamp    = {Thu, 24 Mar 2022 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/vldb/TsichritzisCEFLLVW83.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n  \n 1982\n \n \n (1)\n \n \n
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\n \n\n \n \n \n \n \n \n Performance Considerations in Message Files.\n \n \n \n \n\n\n \n Christodoulakis, S.; and Faloutsos, C.\n\n\n \n\n\n\n In Boksenbaum, M.; Dodson, G. W.; Moran, T.; Smith, C. U.; and Artis, H. P., editor(s), Eigth International Computer Measurement Group Conference, San Diego, CA, USA, December 13-17, 1982, Proceedings, pages 262–268, 1982. Computer Measurement Group\n \n\n\n\n
\n\n\n\n \n \n \"PerformancePaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/cmg/ChristodoulakisF82,\n  author       = {Stavros Christodoulakis and\n                  Christos Faloutsos},\n  editor       = {Mel Boksenbaum and\n                  George W. Dodson and\n                  Tom Moran and\n                  Connie U. Smith and\n                  H. Pat Artis},\n  title        = {Performance Considerations in Message Files},\n  booktitle    = {Eigth International Computer Measurement Group Conference, San Diego,\n                  CA, USA, December 13-17, 1982, Proceedings},\n  pages        = {262--268},\n  publisher    = {Computer Measurement Group},\n  year         = {1982},\n  url          = {http://www.cmg.org/?s2member\\_file\\_download=/proceedings/1982/82INT033.pdf},\n  timestamp    = {Wed, 17 Jul 2019 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/cmg/ChristodoulakisF82.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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