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\n \n \n Fix it now\n

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\n  \n 2018\n \n \n (8)\n \n \n
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\n \n\n \n \n \n \n \n \n Lowest Probability Mass Neighbour Algorithms: Relaxing the metric constraint in distance-based neighbourhood algorithms.\n \n \n \n \n\n\n \n Ting, K. M.; Zhu, Y.; Carman, M.; Zhu, Y.; Washio, T.; and Zhou, Z.\n\n\n \n\n\n\n Machine Learning,In Press (Available online 2 July 2018). 2018.\n \n\n\n\n
\n\n\n\n \n \n \"LowestPaper\n  \n \n \n \"Lowest pdf\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{ting:ml18,\n  author={Kai Ming Ting and Ye Zhu and Mark Carman and Yue Zhu and Takashi Washio and Zhi-Hua Zhou},\n  title={Lowest Probability Mass Neighbour Algorithms: Relaxing the metric constraint in distance-based neighbourhood algorithms},\n  journal={Machine Learning},\n  year={2018},\n  month={},\n  day={},\n  volume={},\n  number={},\n  pages={In Press (Available online 2 July 2018)},\n  url = {https://link.springer.com/article/10.1007%2Fs10994-018-5737-x},\n  url_pdf = {Ting_MLJ_2018.pdf}\n}\n\n\n
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\n \n\n \n \n \n \n \n \n Grouping Points by Shared Subspaces for Effective Subspace Clustering.\n \n \n \n \n\n\n \n Zhu, Y.; Ting, K. M.; and Carman, M. J.\n\n\n \n\n\n\n Pattern Recognition, 83: 230 - 244. 2018.\n \n\n\n\n
\n\n\n\n \n \n \"GroupingPaper\n  \n \n \n \"Grouping pdf\n  \n \n \n \"Grouping code\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{zhu:pr18,\ntitle = "Grouping Points by Shared Subspaces for Effective Subspace Clustering",\nauthor = "Ye Zhu and Kai Ming Ting and Mark J. Carman",\njournal = "Pattern Recognition",\nvolume = "83",\npages = "230 - 244",\nyear = "2018",\nissn = "0031-3203",\nurl = "http://www.sciencedirect.com/science/article/pii/S0031320318302073",\nurl_pdf = "Zhu_PRJ_2018.pdf",\nurl_Code = "https://github.com/zhuye88/subspace-clustering"\n}\n\n
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\n \n\n \n \n \n \n \n \n Laying foundations for effective machine learning in law enforcement: Majura - A labelling schema for child exploitation materials.\n \n \n \n \n\n\n \n Dalins, J.; Tyshetskiy, Y.; Wilson, C.; Carman, M. J.; and Boudry, D.\n\n\n \n\n\n\n Digital Investigation,In Press (Available online 31 May 2018). 2018.\n \n\n\n\n
\n\n\n\n \n \n \"LayingPaper\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{dalins:di2018b,\nauthor = "Janis Dalins and Yuriy Tyshetskiy and Campbell Wilson and Mark J. Carman and Douglas Boudry",\ntitle = "Laying foundations for effective machine learning in law enforcement: Majura - A labelling schema for child exploitation materials",\njournal = "Digital Investigation",\npages = "In Press (Available online 31 May 2018)",\nyear = "2018",\nissn = "1742-2876",\nurl = "http://www.sciencedirect.com/science/article/pii/S1742287618301555"\n}\n\n
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\n \n\n \n \n \n \n \n \n Leveraging Label Category Relationships in Multi-Class Crowd-sourcing.\n \n \n \n \n\n\n \n Jin, Y.; Zhu, Y.; Du, L.; and Carman, M.\n\n\n \n\n\n\n In Proceedings of the 22nd Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2018), pages (TO APPEAR), 2018. \n \n\n\n\n
\n\n\n\n \n \n \"Leveraging pdf\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{jin:pakdd2018,\n  title={Leveraging Label Category Relationships in Multi-Class Crowd-sourcing},\n  author={Yuan Jin and Ye Zhu and Lan Du and Mark Carman},\n  booktitle={Proceedings of the 22nd Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2018)},\n  pages={(TO APPEAR)},\n  year={2018},\n  url_pdf={jin_pakdd2018.pdf}\n}\n\n
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\n \n\n \n \n \n \n \n \n Criminal motivation on the dark web: A categorisation model for law enforcement .\n \n \n \n \n\n\n \n Dalins, J.; Wilson, C.; and Carman, M.\n\n\n \n\n\n\n Digital Investigation , 24: 62 - 71. 2018.\n \n\n\n\n
\n\n\n\n \n \n \"CriminalPaper\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{dalins:di2018,\ntitle = "Criminal motivation on the dark web: A categorisation model for law enforcement ",\nauthor = "Janis Dalins and Campbell Wilson and Mark Carman",\njournal = "Digital Investigation ",\nvolume = "24",\npages = "62 - 71",\nyear = "2018",\nurl = "https://www.sciencedirect.com/science/article/pii/S174228761730333X"\n}\n\n
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\n \n\n \n \n \n \n \n \n SIR-Hawkes: Linking Epidemic Models and Hawkes Processes to Model Diffusions in Finite Populations.\n \n \n \n \n\n\n \n Rizoiu, M.; Mishra, S.; Kong, Q.; Carman, M.; and Xie, L.\n\n\n \n\n\n\n In Proceedings of the 2018 World Wide Web Conference, of WWW'18, pages 419–428, 2018. \n \n\n\n\n
\n\n\n\n \n \n \"SIR-Hawkes:2\n  \n \n \n \"SIR-Hawkes: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{rizoiu:www2018,\n title = {SIR-Hawkes: Linking Epidemic Models and Hawkes Processes to Model Diffusions in Finite Populations},\n author = {Rizoiu, Marian-Andrei and Mishra, Swapnil and Kong, Quyu and Carman, Mark and Xie, Lexing},\n booktitle = {Proceedings of the 2018 World Wide Web Conference},\n series = {WWW'18},\n year = {2018},\n location = {Lyon, France},\n pages = {419--428},\n numpages = {10},\n url={https://arxiv.org/abs/1711.01679},\n url2 = {https://doi.org/10.1145/3178876.3186108}\n}\n\n\n
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\n \n\n \n \n \n \n \n \n Sarcasm Target Identification: Dataset and An Introductory Approach.\n \n \n \n \n\n\n \n Joshi, A.; Goel, P.; Bhattacharyya, P.; and Carman, M.\n\n\n \n\n\n\n In Proceedings of the 11th edition of the Language Resources and Evaluation Conference (LREC 2018), pages (TO APPEAR), 2018. \n \n\n\n\n
\n\n\n\n \n \n \"Sarcasm pdf\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{joshi:lrec2018,\n  title={Sarcasm Target Identification: Dataset and An Introductory Approach},\n  author={Aditya Joshi and Pranav Goel and Pushpak Bhattacharyya and Mark Carman},\n  booktitle={Proceedings of the 11th edition of the Language Resources and Evaluation Conference (LREC 2018)},\n  pages={(TO APPEAR)},\n  year={2018},\n  url_pdf={joshi_LREC2018.pdf}\n}\n\n
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\n \n\n \n \n \n \n \n \n Expect the Unexpected: Harnessing Sentence Completion for Sarcasm Detection.\n \n \n \n \n\n\n \n Joshi, A.; Agrawal, S.; Bhattacharyya, P.; and Carman, M. J.\n\n\n \n\n\n\n In Computational Linguistics: 15th PACLING 2017 - Revised Selected Papers, volume 781, pages 275–287, 2018. \n \n\n\n\n
\n\n\n\n \n \n \"Expect pdf\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{joshi:pacling2017,\n  author="Joshi, Aditya and Agrawal, Samarth and Bhattacharyya, Pushpak and Carman, Mark J.",\n  title="Expect the Unexpected: Harnessing Sentence Completion for Sarcasm Detection",\n  booktitle="Computational Linguistics: 15th PACLING 2017 - Revised Selected Papers",\n  year="2018",\n  volume="781",\n  pages="275--287",\n  url_pdf={Joshi_PACLING2017.pdf}\n}\n\n\n
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\n  \n 2017\n \n \n (11)\n \n \n
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\n \n\n \n \n \n \n \n \n A Framework for Document Specific Error Detection and Corrections in Indic OCR.\n \n \n \n \n\n\n \n Saluja, R.; Adiga, D.; Ramakrishnan, G.; Chaudhuri, P.; and Carman, M.\n\n\n \n\n\n\n In Proceedings of the 1st International Workshop on Open Services and Tools for Document Analysis (ICDAR- OST), volume 04, pages 25-30, 2017. \n \n\n\n\n
\n\n\n\n \n \n \"A pdf\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{saluja:icdar_ost2017,\n  title={A Framework for Document Specific Error Detection and Corrections in Indic OCR},\n  author={Rohit Saluja and Devaraj Adiga and Ganesh Ramakrishnan and Parag Chaudhuri and Mark Carman},\n  booktitle={Proceedings of the 1st International Workshop on Open Services and Tools for Document Analysis (ICDAR- OST)},\n  year={2017}, \n  volume={04}, \n  pages={25-30}, \n  url_pdf={Saluja_ICDAR-OST2017.pdf}\n}\n\n
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\n \n\n \n \n \n \n \n \n Using Knowledge Graphs to Explain Entity Co-occurrence in Twitter.\n \n \n \n \n\n\n \n Wang, Y.; Carman, M. J.; and Li, Y.\n\n\n \n\n\n\n In Proceedings of the 26th ACM International on Conference on Information and Knowledge Management, CIKM'17, pages 2351-2354, 2017. \n \n\n\n\n
\n\n\n\n \n \n \"Using pdf\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{wang:cikm2017,\n  title={Using Knowledge Graphs to Explain Entity Co-occurrence in Twitter},\n  author={Yiwei Wang and Mark James Carman and Yuan-Fang Li},\n  booktitle={Proceedings of the 26th ACM International on Conference on Information and Knowledge Management, CIKM'17},  \n  pages={2351-2354},\n  year={2017},\n  url_pdf={Wang_CIKM2017.pdf}\n}\n\n
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\n \n\n \n \n \n \n \n \n Annotator Expertise and Information Quality in Annotation-based Retrieval.\n \n \n \n \n\n\n \n Lim, W. H.; and Carman, M. J.\n\n\n \n\n\n\n In Proceedings of the 22nd Australasian Document Computing Symposium, of ADCS 2017, pages 7:1–7:8, 2017. \n \n\n\n\n
\n\n\n\n \n \n \"Annotator pdf\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{lim:adcs2017,\n author = {Lim, Wern Han and Carman, Mark James},\n title = {Annotator Expertise and Information Quality in Annotation-based Retrieval},\n booktitle = {Proceedings of the 22nd Australasian Document Computing Symposium},\n series = {ADCS 2017},\n year = {2017},\n location = {Brisbane, QLD, Australia},\n pages = {7:1--7:8},\n articleno = {7},\n url_pdf={Lim_ADCS_2017.pdf}\n} \n\n
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\n \n\n \n \n \n \n \n \n Error Detection and Corrections in Indic OCR using LSTMs.\n \n \n \n \n\n\n \n Saluja, R.; Adiga, D.; Chaudhuri, P.; Ramakrishnan, G.; and Carman, M.\n\n\n \n\n\n\n In Proceedings of the 14th IAPR International Conference on Document Analysis and Recognition (ICDAR 2017), volume 01, pages 17-22, 2017. \n \n\n\n\n
\n\n\n\n \n \n \"Error pdf\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{saluja:icdar2017,\n  title={Error Detection and Corrections in Indic OCR using LSTMs},\n  author={Rohit Saluja and Devaraj Adiga and Parag Chaudhuri and Ganesh Ramakrishnan and Mark Carman},\n  booktitle={Proceedings of the 14th IAPR International Conference on Document Analysis and Recognition (ICDAR 2017)},\n  year={2017}, \n  volume={01}, \n  pages={17-22}, \n  url_pdf={Saluja_ICDAR2017.pdf}\n}\n\n
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\n \n\n \n \n \n \n \n \n Leveraging Side Information to Improve Crowd-sourcing.\n \n \n \n \n\n\n \n Jin, Y.; Carman, M.; Kim, D.; and Xie, L.\n\n\n \n\n\n\n In Proceedings of the 5th AAAI Conference on Human Computation and Crowdsourcing (HCOMP 2017), pages 79–88, 2017. AAAI\n \n\n\n\n
\n\n\n\n \n \n \"Leveraging pdf\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{jin:hcomp2017,\n  title={Leveraging Side Information to Improve Crowd-sourcing},\n  author={Yuan Jin and Mark Carman and Dongwoo Kim and Lexing Xie},\n  booktitle={Proceedings of the 5th AAAI Conference on Human Computation and Crowdsourcing (HCOMP 2017)},\n  pages={79--88},\n  year={2017},\n  organization={AAAI},\n  url_pdf = {Jin_HCOMP_2017.pdf}\n}\n\n
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\n \n\n \n \n \n \n \n \n Automatic Sarcasm Detection: A Survey.\n \n \n \n \n\n\n \n Joshi, A.; Bhattacharyya, P.; and Carman, M. J.\n\n\n \n\n\n\n ACM Computing Surveys, 50(5): 73:1–73:22. September 2017.\n \n\n\n\n
\n\n\n\n \n \n \"AutomaticPaper\n  \n \n \n \"Automatic arxiv\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{joshi:csur2017,\n author = {Joshi, Aditya and Bhattacharyya, Pushpak and Carman, Mark J.},\n title = {Automatic Sarcasm Detection: A Survey},\n journal = {ACM Computing Surveys},\n issue_date = {September 2017},\n volume = {50},\n number = {5},\n month = sep,\n year = {2017},\n pages = {73:1--73:22},\n articleno = {73},\n numpages = {22},\n publisher = {ACM},\n url = {https://dl.acm.org/citation.cfm?id=3145473.3124420},\n url_arXiv = {https://arxiv.org/abs/1602.03426}\n} \n\n\n
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\n \n\n \n \n \n \n \n \n Estimating Relative User Expertise for Content Quality Prediction on Reddit.\n \n \n \n \n\n\n \n Lim, W. H.; Carman, M. J.; and Wong, S. J.\n\n\n \n\n\n\n In Proceedings of the 28th ACM Conference on Hypertext and Social Media, pages 55–64, 2017. ACM\n \n\n\n\n
\n\n\n\n \n \n \"Estimating pdf\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{lim:ht2017,\n  title={Estimating Relative User Expertise for Content Quality Prediction on Reddit},\n  author={Lim, Wern Han and Carman, Mark James and Wong, Sze-Meng Jojo},\n  booktitle={Proceedings of the 28th ACM Conference on Hypertext and Social Media},\n  pages={55--64},\n  year={2017},\n  organization={ACM},\n  url_pdf={Lim_HT_2017.pdf}\n}\n\n
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\n \n\n \n \n \n \n \n \n Sarcasm Suite: A Browser-Based Engine for Sarcasm Detection and Generation.\n \n \n \n \n\n\n \n Joshi, A.; Kanojia, D.; Bhattacharyya, P.; and Carman, M. J.\n\n\n \n\n\n\n In Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, February 4-9, 2017, San Francisco, California, USA., pages 5095–5096, 2017. \n \n\n\n\n
\n\n\n\n \n \n \"SarcasmPaper\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{joshi:aaai_demo17,\n  author    = {Aditya Joshi and\n               Diptesh Kanojia and\n               Pushpak Bhattacharyya and\n               Mark James Carman},\n  title     = {Sarcasm Suite: {A} Browser-Based Engine for Sarcasm Detection and Generation},\n  booktitle = {Proceedings of the Thirty-First {AAAI} Conference on Artificial Intelligence,\n               February 4-9, 2017, San Francisco, California, {USA.}},\n  pages     = {5095--5096},\n  year      = {2017},\n  url = {https://aaai.org/ocs/index.php/AAAI/AAAI17/paper/view/14179/14032}\n}\n\n
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\n \n\n \n \n \n \n \n \n Efficient Benchmarking of NLP APIs using Multi-armed Bandits.\n \n \n \n \n\n\n \n Haffari, G.; Tran, T. D.; and Carman, M.\n\n\n \n\n\n\n In Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics: Volume 1, Long Papers, pages 408–416, Valencia, Spain, April 2017. Association for Computational Linguistics\n \n\n\n\n
\n\n\n\n \n \n \"Efficient pdf\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{haffari:eacl17,\n  author    = {Haffari, Gholamreza  and  Tran, Tuan Dung  and  Carman, Mark},\n  title     = {Efficient Benchmarking of NLP APIs using Multi-armed Bandits},\n  booktitle = {Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics: Volume 1, Long Papers},\n  month     = {April},\n  year      = {2017},\n  address   = {Valencia, Spain},\n  publisher = {Association for Computational Linguistics},\n  pages     = {408--416},\n  url_pdf = {eacl17_bandit.pdf}\n}\n\n
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\n \n\n \n \n \n \n \n \n Efficient parameter learning of Bayesian network classifiers.\n \n \n \n \n\n\n \n Zaidi, N. A.; Webb, G. I.; Carman, M. J.; Petitjean, F.; Buntine, W.; Hynes, M.; and De Sterck, H.\n\n\n \n\n\n\n Machine Learning, 106(9): 1289–1329. Oct 2017.\n \n\n\n\n
\n\n\n\n \n \n \"EfficientPaper\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{zaidi:ml17,\nauthor="Zaidi, Nayyar A. and Webb, Geoffrey I. and Carman, Mark J. and Petitjean, Fran{\\c{c}}ois and Buntine, Wray and Hynes, Mike and De Sterck, Hans",\ntitle="Efficient parameter learning of Bayesian network classifiers",\njournal="Machine Learning",\nyear="2017",\nmonth="Oct",\nday="01",\nvolume="106",\nnumber="9",\npages="1289--1329",\nurl = "https://link.springer.com/article/10.1007/s10994-016-5619-z"\n}\n\n
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\n \n\n \n \n \n \n \n \n Multi-domain evaluation framework for named entity recognition tools .\n \n \n \n \n\n\n \n Abdallah, Z. S.; Carman, M.; and Haffari, G.\n\n\n \n\n\n\n Computer Speech & Language , 43: 34-55. 2017.\n \n\n\n\n
\n\n\n\n \n \n \"Multi-domainPaper\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{abdallah:cslj17,\ntitle = "Multi-domain evaluation framework for named entity recognition tools ",\nauthor = "Zahraa S. Abdallah and Mark Carman and Gholamreza Haffari",\njournal = "Computer Speech \\& Language ",\nvolume = "43",\nnumber = "",\npages = "34-55",\nyear = "2017",\nurl = "http://www.sciencedirect.com/science/article/pii/S0885230815300504"\n}\n\n
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\n  \n 2016\n \n \n (13)\n \n \n
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\n \n\n \n \n \n \n \n \n How Challenging is Sarcasm versus Irony Classification?: An Analysis From Human and Computational Perspectives.\n \n \n \n \n\n\n \n Joshi, A.; Tripathi, V.; Bhattacharyya, P.; Carman, M. J.; Singh, M.; Saraswati, J.; and Shukla, R.\n\n\n \n\n\n\n In Australasian Language Technology Association (ALTA) Workshop 2016, pages 123–127, 2016. \n \n\n\n\n
\n\n\n\n \n \n \"HowPaper\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{joshi:alta_poster16,\n  title={How Challenging is Sarcasm versus Irony Classification?: An Analysis From Human and Computational Perspectives},\n  author={Joshi, Aditya and Tripathi, Vaibhav and Bhattacharyya, Pushpak and Carman, Mark James and Singh, Meghna and Saraswati, Jaya and Shukla, Rajita},\n  booktitle={Australasian Language Technology Association (ALTA) Workshop 2016},\n  pages={123--127},\n  year={2016},\n  url = {http://aclweb.org/anthology/U16-1013}\n}\n\n
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\n \n\n \n \n \n \n \n \n On the Effectiveness of Query Weighting for Adapting Rank Learners to New Unlabelled Collections.\n \n \n \n \n\n\n \n Li, P.; Sanderson, M.; Carman, M.; and Scholer, F.\n\n\n \n\n\n\n In Proceedings of the 25th ACM International on Conference on Information and Knowledge Management, CIKM'16, pages 1413–1422, 2016. ACM\n \n\n\n\n
\n\n\n\n \n \n \"On pdf\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{li:cikm16,\n  title={On the Effectiveness of Query Weighting for Adapting Rank Learners to New Unlabelled Collections},\n  author={Li, Pengfei and Sanderson, Mark and Carman, Mark and Scholer, Falk},\n  booktitle={Proceedings of the 25th ACM International on Conference on Information and Knowledge Management, CIKM'16},\n  pages={1413--1422},\n  year={2016},\n  organization={ACM},\n  url_pdf={Li_CIKM2016.pdf}\n}\n\n
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\n \n\n \n \n \n \n \n \n Beyond Clustering: Sub-DAG Discovery for Categorising Documents.\n \n \n \n \n\n\n \n Bairi, R. B; Carman, M. J; and Ramakrishnan, G.\n\n\n \n\n\n\n In Proceedings of the 25th ACM International on Conference on Information and Knowledge Management, CIKM'16, pages 801–810, 2016. ACM\n \n\n\n\n
\n\n\n\n \n \n \"Beyond pdf\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{bairi:cikm16,\n  title={Beyond Clustering: Sub-DAG Discovery for Categorising Documents},\n  author={Bairi, Ramakrishna B and Carman, Mark J and Ramakrishnan, Ganesh},\n  booktitle={Proceedings of the 25th ACM International on Conference on Information and Knowledge Management, CIKM'16},\n  pages={801--810},\n  year={2016},\n  organization={ACM},\n  url_pdf={Bairi_CIKM2016.pdf}\n}\n\n
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\n \n\n \n \n \n \n \n \n Density-ratio based clustering for discovering clusters with varying densities.\n \n \n \n \n\n\n \n Zhu, Y.; Carman, M. J.; and Ting, K. M.\n\n\n \n\n\n\n Pattern Recognition, 60: 983-997. 2016.\n \n\n\n\n
\n\n\n\n \n \n \"Density-ratioPaper\n  \n \n \n \"Density-ratio pdf\n  \n \n \n \"Density-ratio code\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{zhu:pr16,\n  author = {Ye Zhu and Mark James Carman and Kai Ming Ting},\n  title = {Density-ratio based clustering for discovering clusters with varying densities}, \n  journal = {Pattern Recognition},\n  volume = {60},\n  pages = {983-997},\n  year    = {2016},\n  url = {http://www.sciencedirect.com/science/article/pii/S0031320316301571},\n  url_pdf = {Zhu_PR2016_draft.pdf},\n  url_Code = {https://github.com/zhuye88/Density-ratio-based-clustering}\n}\n\n
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\n \n\n \n \n \n \n \n \n ALRn: accelerated higher-order logistic regression.\n \n \n \n \n\n\n \n Zaidi, N. A.; Webb, G. I.; Carman, M. J.; Petitjean, F.; and Cerquides, J.\n\n\n \n\n\n\n Machine Learning, 104(2): 151–194. 2016.\n \n\n\n\n
\n\n\n\n \n \n \"ALRn: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{zaidi:ml16,\nauthor="Zaidi, Nayyar A. and Webb, Geoffrey I. and Carman, Mark J. and Petitjean, Fran{\\c{c}}ois and Cerquides, Jes{\\'u}s",\ntitle="{ALR}n: accelerated higher-order logistic regression",\njournal="Machine Learning",\nyear="2016",\nvolume="104",\nnumber="2",\npages="151--194",\nurl="https://link.springer.com/article/10.1007/s10994-016-5574-8"\n}\n\n
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\n \n\n \n \n \n \n \n \n Harnessing Sequence Labeling for Sarcasm Detection in Dialogue from TV Series `Friends'.\n \n \n \n \n\n\n \n Joshi, A.; Tripathi, V.; Bhattacharyya, P.; and Carman, M. J\n\n\n \n\n\n\n In Proceedings of the 20th ACM SIGNLL Conference on Computational Natural Language Learning (CoNLL 2016), pages 146–155, 2016. \n \n\n\n\n
\n\n\n\n \n \n \"Harnessing pdf\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{joshi:conll16,\n  author={Aditya Joshi and Vaibhav Tripathi and Pushpak Bhattacharyya and Mark J Carman},\n  title={Harnessing Sequence Labeling for Sarcasm Detection in Dialogue from TV Series `Friends'},\n  booktitle={Proceedings of the 20th ACM SIGNLL Conference on Computational Natural Language Learning (CoNLL 2016)},\n  pages={146--155},\n  year={2016},\n  url_pdf={Joshi_CoNLL2016.pdf}\n}\n\n
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\n \n\n \n \n \n \n \n \n Overcoming key weaknesses of Distance-based Neighbourhood Methods using a Data Dependent Dissimilarity Measure.\n \n \n \n \n\n\n \n Ting, K. M.; Zhu, Y.; Carman, M.; Zhu, Y.; and Zhou, Z.\n\n\n \n\n\n\n In Proceedings of the 22nd ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD 2016), pages 1205–1214, 2016. \n \n\n\n\n
\n\n\n\n \n \n \"OvercomingPaper\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{ting:kdd16,\n  author    = {Kai Ming Ting and Ye Zhu and Mark Carman and Yue Zhu and Zhi{-}Hua Zhou},\n  title     = {Overcoming key weaknesses of Distance-based Neighbourhood Methods using a Data Dependent Dissimilarity Measure},\n  booktitle = {Proceedings of the 22nd ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD 2016)},\n  pages     = {1205--1214},\n  year      = {2016},\n  url = {http://www.kdd.org/kdd2016/papers/files/rfp0585-tingA.pdf}\n} \n\n
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\n \n\n \n \n \n \n \n \n Comparing Pointwise and Listwise Objective Functions for Random Forest based Learning-to-Rank.\n \n \n \n \n\n\n \n Ibrahim, M.; and Carman, M.\n\n\n \n\n\n\n ACM Transactions on Information Systems (TOIS), 34(4): 20:1–20:38. June 2016.\n \n\n\n\n
\n\n\n\n \n \n \"ComparingPaper\n  \n \n \n \"Comparing pdf\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{ibrahim:tois16,\nauthor={Muhammad Ibrahim and Mark Carman},\ntitle={Comparing Pointwise and Listwise Objective Functions for Random Forest based Learning-to-Rank},\njournal = {ACM Transactions on Information Systems (TOIS)},\n issue_date = {June 2016},\n volume = {34},\n number = {4},\n month = {June},\n year = {2016},\n pages = {20:1--20:38},\n url = {https://dl.acm.org/citation.cfm?id=2866571},\n url_pdf={ibrahim_TOIS2016_draft.pdf}\n}\n\n
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\n \n\n \n \n \n \n \n \n Estimating Domain-Specific User Expertise for Answer Retrieval in Community Question-Answering Platforms.\n \n \n \n \n\n\n \n Lim, W. H.; Carman, M. J.; and Wong, S. J.\n\n\n \n\n\n\n In Proceedings of the 21st Australasian Document Computing Symposium, of ADCS '16, pages 33–40, 2016. ACM\n \n\n\n\n
\n\n\n\n \n \n \"Estimating pdf\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{lim:adcs2016,\n author = {Lim, Wern Han and Carman, Mark James and Wong, Sze-Meng Jojo},\n title = {Estimating Domain-Specific User Expertise for Answer Retrieval in Community Question-Answering Platforms},\n booktitle = {Proceedings of the 21st Australasian Document Computing Symposium},\n series = {ADCS '16},\n year = {2016},\n pages = {33--40},\n publisher = {ACM},\n url_pdf={Lim_ADCS_2016.pdf}\n} \n\n
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\n \n\n \n \n \n \n \n \n A Little Competition Never Hurt Anyone's Relevance Assessments.\n \n \n \n \n\n\n \n Jin, Y.; Carman, M. J; and Xie, L.\n\n\n \n\n\n\n In 3rd International Workshop on Gamification for Information Retrieval (GamifIR 2016), Pisa, Italy, 2016. \n \n\n\n\n
\n\n\n\n \n \n \"APaper\n  \n \n \n \"A slides\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{jin:gamifir16,\n  title={A Little Competition Never Hurt Anyone's Relevance Assessments},\n  author={Jin, Yuan and Carman, Mark J and Xie, Lexing},\n  booktitle={3rd International Workshop on Gamification for Information Retrieval (GamifIR 2016), Pisa, Italy},\n  year={2016},\n  url = {Jin_Gamifir2016.pdf},\n  url_Slides = {https://www.slideshare.net/markjcarman/gamifir-2016-presentation-a-little-competition-never-hurt-anyones-relevance-assessments}\n}\n\n
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\n \n\n \n \n \n \n \n \n Are Word Embedding-based Features Useful for Sarcasm Detection?.\n \n \n \n \n\n\n \n Joshi, A.; Tripathi, V.; Patel, K.; Bhattacharyya, P.; and Carman, M.\n\n\n \n\n\n\n In Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing (EMNLP'16), pages 1006–1011, 2016. Association for Computational Linguistics\n \n\n\n\n
\n\n\n\n \n \n \"ArePaper\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{joshi:emnlp16,\n  author = \t"Joshi, Aditya\n\t\tand Tripathi, Vaibhav\n\t\tand Patel, Kevin\n\t\tand Bhattacharyya, Pushpak\n\t\tand Carman, Mark",\n  title = \t"Are Word Embedding-based Features Useful for Sarcasm Detection?",\n  booktitle = \t"Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing (EMNLP'16)",\n  year = \t"2016",\n  publisher = \t"Association for Computational Linguistics",\n  pages = \t"1006--1011",\n  url = "https://aclanthology.info/pdf/D/D16/D16-1104.pdf"\n}\n\n
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\n \n\n \n \n \n \n \n \n `Who would have thought of that!': A Hierarchical Topic Model for Extraction of Sarcasm-prevalent Topics and Sarcasm Detection.\n \n \n \n \n\n\n \n Joshi, A.; Jain, P.; Bhattacharyya, P.; and Carman, M.\n\n\n \n\n\n\n In Proceedings of the Workshop on Extra-Propositional Aspects of Meaning in Computational Linguistics (ExProM), pages 1–10, 2016. \n \n\n\n\n
\n\n\n\n \n \n \"`WhoPaper\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{joshi:exprom2016,\n  \tauthor = \t{Joshi, Aditya\n\t\t\tand Jain, Prayas\n\t\t\tand Bhattacharyya, Pushpak\n\t\t\tand Carman, Mark},\n  \ttitle = {`Who would have thought of that!': A Hierarchical Topic Model for Extraction of Sarcasm-prevalent Topics and Sarcasm Detection},\n  \tbooktitle = {Proceedings of the Workshop on Extra-Propositional Aspects of Meaning in Computational Linguistics (ExProM)},\n  \tyear = {2016},\n  \tpages = \t{1--10},\n  \turl={https://aclanthology.info/pdf/W/W16/W16-5001.pdf}\n  }\n\n\n
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\n \n\n \n \n \n \n \n \n Political Issue Extraction Model: A Novel Hierarchical Topic Model That Uses Tweets By Political And Non-Political Authors.\n \n \n \n \n\n\n \n Joshi, A.; Bhattacharyya, P.; and Carman, M.\n\n\n \n\n\n\n In Proceedings of the 7th Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis (WASSA 2016), pages 82–90, 2016. Association for Computational Linguistics\n \n\n\n\n
\n\n\n\n \n \n \"Political pdf\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{joshi:wassa2016,\n  author = \t{Joshi, Aditya and Bhattacharyya, Pushpak and Carman, Mark},\n  title = \t{Political Issue Extraction Model: A Novel Hierarchical Topic Model That Uses Tweets By Political And Non-Political Authors},\n  booktitle = {Proceedings of the 7th Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis (WASSA 2016)},\n  year = \t{2016},\n  publisher = {Association for Computational Linguistics},\n  pages = \t{82--90},\n  url_pdf = {Joshi_WASSA_2016.pdf}\n}\n\n\n
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\n  \n 2015\n \n \n (5)\n \n \n
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\n \n\n \n \n \n \n \n \n Monte-Carlo Filesystem Search - A crawl strategy for digital forensics.\n \n \n \n \n\n\n \n Dalins, J.; Wilson, C.; and Carman, M.\n\n\n \n\n\n\n Digital Investigation , 13: 58 - 71. 2015.\n \n\n\n\n
\n\n\n\n \n \n \"Monte-CarloPaper\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{dalins:di15,\nauthor = "Janis Dalins and Campbell Wilson and Mark Carman",\ntitle = "Monte-Carlo Filesystem Search - A crawl strategy for digital forensics",\njournal = "Digital Investigation ",\nvolume = "13",\nnumber = "",\npages = "58 - 71",\nyear = "2015",\nurl = "http://www.sciencedirect.com/science/article/pii/S1742287615000420"\n}\n\n
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\n \n\n \n \n \n \n \n \n A Computational Approach to Automatic Prediction of Drunk-Texting.\n \n \n \n \n\n\n \n Joshi, A.; Mishra, A.; R, B. A.; Bhattacharyya, P.; and Carman, M. J.\n\n\n \n\n\n\n In Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics ACL 2015, Volume 2: Short Papers, pages 604–608, 2015. \n \n\n\n\n
\n\n\n\n \n \n \"A pdf\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{joshi:acl15,\n  author    = {Aditya Joshi and Abhijit Mishra and Balamurali A. R and Pushpak Bhattacharyya and Mark James Carman},\n  title     = {A Computational Approach to Automatic Prediction of Drunk-Texting},\n  booktitle = {Proceedings of the 53rd Annual Meeting of the Association for Computational\n               Linguistics {ACL} 2015, Volume 2: Short Papers},\n  pages     = {604--608},\n  year      = {2015},\n  url_pdf = {Joshi_ACL2015short.pdf}\n} \n\n
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\n \n\n \n \n \n \n \n \n Your Sentiment Precedes You: Using an author's historical tweets to predict sarcasm.\n \n \n \n \n\n\n \n Khattri, A.; Joshi, A.; Bhattacharyya, P.; and Carman, M. J.\n\n\n \n\n\n\n In 6th Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis (WASSA), pages 25, 2015. \n \n\n\n\n
\n\n\n\n \n \n \"Your pdf\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{khattri:wassa15,\n  \ttitle={Your Sentiment Precedes You: Using an author's historical tweets to predict sarcasm},\n  \tauthor={Khattri, Anupam and Joshi, Aditya and Bhattacharyya, Pushpak and Carman, Mark James},\n  \tbooktitle={6th Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis (WASSA)},\n  \tpages={25},\n  \tyear={2015},\n  \turl_pdf={Joshi_WASSA_2015.pdf}\n}\n\n\n
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\n \n\n \n \n \n \n \n \n On the Evolution of Wikipedia: Dynamics of Categories and Articles.\n \n \n \n \n\n\n \n Bairi, R. B.; Carman, M.; and Ramakrishnan, G.\n\n\n \n\n\n\n In 2015 ICWSM Workshop on Wikipedia, a Social Pedia: Research Challenges and Opportunities, 2015. \n \n\n\n\n
\n\n\n\n \n \n \"On pdf\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{bairi:socialpedia2015, \n\ttitle = {On the Evolution of Wikipedia: Dynamics of Categories and Articles},\n\tauthor = {Ramakrishna B. Bairi and Mark Carman and Ganesh Ramakrishnan},\n\tbooktitle = {2015 ICWSM Workshop on Wikipedia, a Social Pedia: Research Challenges and Opportunities},\n\tyear = {2015},\n\turl_pdf={Bairi_ICWSM_workshop2015.pdf}\n}\n\n
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\n \n\n \n \n \n \n \n \n SarcasmBot: An open-source sarcasm-generation module for chatbots.\n \n \n \n \n\n\n \n Joshi, A.; Kunchukuttan, A.; Bhattacharyya, P.; and Carman, M. J.\n\n\n \n\n\n\n In Fourth International Workshop on Issues of Sentiment Discovery and Opinion Mining (WISDOM'15), 2015. \n \n\n\n\n
\n\n\n\n \n \n \"SarcasmBot: pdf\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{joshi:wisdom2015,\n\ttitle = {SarcasmBot: An open-source sarcasm-generation module for chatbots},\n\tauthor={Joshi, Aditya and Kunchukuttan, Anoop and Bhattacharyya, Pushpak and Carman, Mark James},\n\tbooktitle = {Fourth International Workshop on Issues of Sentiment Discovery and Opinion Mining (WISDOM'15)},\n\tyear = {2015},\n\turl_pdf={wisdom2015joshi.pdf}\n}\t\n\n
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\n  \n 2014\n \n \n (4)\n \n \n
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\n \n\n \n \n \n \n \n \n Naive-Bayes Inspired Effective Pre-Conditioner for Speeding-Up Logistic Regression.\n \n \n \n \n\n\n \n Zaidi, N.; Carman, M.; Cerquides, J.; and Webb, G.\n\n\n \n\n\n\n In IEEE International Conference on Data Mining (ICDM), pages 1097-1102, 2014. \n \n\n\n\n
\n\n\n\n \n \n \"Naive-Bayes pdf\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{zaidi:icdm14, \n\tauthor={Zaidi, N.A. and Carman, M.J. and Cerquides, J. and Webb, G.I.}, \n\tbooktitle={IEEE International Conference on Data Mining (ICDM)}, \n\ttitle={Naive-Bayes Inspired Effective Pre-Conditioner for Speeding-Up Logistic Regression}, \n\tyear={2014}, \n\tpages={1097-1102},\n\turl_pdf={ZaidiEtAl14.pdf}\n}\n\n
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\n \n\n \n \n \n \n \n \n Undersampling Techniques to Re-balance Training Data for Large Scale Learning-to-Rank.\n \n \n \n \n\n\n \n Ibrahim, M.; and Carman, M.\n\n\n \n\n\n\n In 10th Asia Information Retrieval Societies Conference (AIRS2014), pages 444-457, 2014. \n \n\n\n\n
\n\n\n\n \n \n \"UndersamplingPaper\n  \n \n \n \"Undersampling pdf\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{ibrahim:airs14,\n\tauthor={Ibrahim, Muhammad and Carman, Mark},\n\ttitle={Undersampling Techniques to Re-balance Training Data for Large Scale Learning-to-Rank},\n\tbooktitle={10th Asia Information Retrieval Societies Conference (AIRS2014)},\n\tyear={2014},\n\tpages={444-457},\n\turl = {https://link.springer.com/chapter/10.1007/978-3-319-12844-3_38},\n\turl_pdf = {ibrahim_AIRS2014.pdf}\n}\n\n
\n
\n\n\n\n
\n\n\n
\n \n\n \n \n \n \n \n \n Improving scalability and performance of random forest based learning-to-rank algorithms by aggressive subsampling.\n \n \n \n \n\n\n \n Ibrahim, M.; and Carman, M.\n\n\n \n\n\n\n In Proceedings of the 12th Australasian Data Mining Conference (AusDM), pages 91–99, 2014. \n \n\n\n\n
\n\n\n\n \n \n \"ImprovingPaper\n  \n \n \n \"Improving pdf\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{ibrahim:ausdm14,\n  \ttitle={Improving scalability and performance of random forest based learning-to-rank algorithms by aggressive subsampling},\n  \tauthor={Ibrahim, Muhammad and Carman, Mark},\n  \tbooktitle={Proceedings of the 12th Australasian Data Mining Conference (AusDM)},\n  \tpages={91--99},\n  \tyear={2014},\n\turl = {http://crpit.com/confpapers/CRPITV158Ibrahim.pdf},\n\turl_pdf = {ibrahim_AusDM2014.pdf}\n}\n\n
\n
\n\n\n\n
\n\n\n
\n \n\n \n \n \n \n \n \n Towards Risk-Aware Resource Selection.\n \n \n \n \n\n\n \n Markov, I.; Carman, M.; and Crestani, F.\n\n\n \n\n\n\n In 10th Asia Information Retrieval Societies Conference (AIRS2014), pages 148-159, 2014. \n \n\n\n\n
\n\n\n\n \n \n \"Towards pdf\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{markov:airs14,\n\tauthor={Markov, Ilya and Carman, Mark and Crestani, Fabio},\n\ttitle={Towards Risk-Aware Resource Selection},\n\tbooktitle={10th Asia Information Retrieval Societies Conference (AIRS2014)},\n\tyear={2014},\n\tpages={148-159},\n\turl_pdf={Markov_AIRS2014.pdf}\n}\n\n
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\n\n
\n
\n  \n 2013\n \n \n (2)\n \n \n
\n
\n \n \n
\n \n\n \n \n \n \n \n \n Alleviating Naive Bayes Attribute Independence Assumption by Attribute Weighting.\n \n \n \n \n\n\n \n Zaidi, N. A.; Cerquides, J.; Carman, M. J.; and Webb, G. I.\n\n\n \n\n\n\n Journal of Machine Learning Research, 14: 1947-1988. 2013.\n \n\n\n\n
\n\n\n\n \n \n \"AlleviatingPaper\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{zaidi:jlmr13,\n  \tauthor  = {Nayyar A. Zaidi and Jes{\\'u}s Cerquides and Mark J. Carman and Geoffrey I. Webb},\n  \ttitle   = {Alleviating Naive Bayes Attribute Independence Assumption by Attribute Weighting},\n  \tjournal = {Journal of Machine Learning Research},\n  \tyear    = {2013},\n  \tvolume  = {14},\n  \tpages   = {1947-1988}, \n  \turl = {http://jmlr.org/papers/volume14/zaidi13a/zaidi13a.pdf}\n}\n\n
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\n \n\n \n \n \n \n \n \n Building user profiles from topic models for personalised search.\n \n \n \n \n\n\n \n Harvey, M.; Crestani, F.; and Carman, M. J.\n\n\n \n\n\n\n In Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, CIKM'13, pages 2309-2314, 2013. \n \n\n\n\n
\n\n\n\n \n \n \"Building pdf\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{harvey:cikm13,\n  \tauthor    = {Morgan Harvey and Fabio Crestani and Mark James Carman},\n  \ttitle     = {Building user profiles from topic models for personalised search},\n  \tbooktitle = {Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, CIKM'13},\n  \tyear      = {2013},\n  \tpages     = {2309-2314},\n\turl_pdf = {Harvey_CIKM2013.pdf}\n}\n\n
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\n
\n  \n 2012\n \n \n (3)\n \n \n
\n
\n \n \n
\n \n\n \n \n \n \n \n \n Aggregation Methods for Proximity-Based Opinion Retrieval.\n \n \n \n \n\n\n \n Gerani, S.; Carman, M.; and Crestani, F.\n\n\n \n\n\n\n ACM Transactions on Information Systems (TOIS), 30(4): 26:1–26:36. November 2012.\n \n\n\n\n
\n\n\n\n \n \n \"AggregationPaper\n  \n \n \n \"Aggregation pdf\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{gerani:tois2012,\n \tauthor = {Gerani, Shima and Carman, Mark and Crestani, Fabio},\n \ttitle = {Aggregation Methods for Proximity-Based Opinion Retrieval},\n \tjournal = {ACM Transactions on Information Systems (TOIS)},\n \tissue_date = {November 2012},\n \tvolume = {30},\n \tnumber = {4},\n \tmonth = nov,\n \tyear = {2012},\n \tpages = {26:1--26:36},\n \turl = {https://dl.acm.org/citation.cfm?id=2382445},\n\turl_pdf = {gerani_TOIS2012_draft.pdf}\n} \n\n
\n
\n\n\n\n
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\n \n\n \n \n \n \n \n \n Employing document dependency in blog search.\n \n \n \n \n\n\n \n Keikha, M.; Crestani, F.; and Carman, M. J.\n\n\n \n\n\n\n Journal of the American Society for Information Science and Technology (JASIST), 63(2): 354-365. 2012.\n \n\n\n\n
\n\n\n\n \n \n \"EmployingPaper\n  \n \n \n \"Employing pdf\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{keikha:jasist2012,\n  author    = {Mostafa Keikha and Fabio Crestani and Mark James Carman},\n  title     = {Employing document dependency in blog search},\n  journal   = {Journal of the American Society for Information Science and Technology (JASIST)},\n  volume    = {63},\n  number    = {2},\n  year      = {2012},\n  pages     = {354-365},\n  url={http://onlinelibrary.wiley.com/doi/10.1002/asi.21687/full},\n  url_pdf={keikha_JASIST2012_draft.pdf}\n}\n\n
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\n \n\n \n \n \n \n \n \n Comparing Tweets and Tags for URLs.\n \n \n \n \n\n\n \n Harvey, M.; Carman, M. J.; and Elsweiler, D.\n\n\n \n\n\n\n In Advances in Information Retrieval, 34th European Conference on IR Research, (ECIR 2012), pages 73-84, 2012. \n \n\n\n\n
\n\n\n\n \n \n \"Comparing pdf\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{harvey:ecir2012,\n  author    = {Morgan Harvey and Mark James Carman and David Elsweiler},\n  title     = {Comparing Tweets and Tags for URLs},\n  booktitle = {Advances in Information Retrieval, 34th European Conference on IR Research, (ECIR 2012)},\n  year      = {2012},\n  pages     = {73-84},\n  url_pdf = {Harvey_ECIR2012.pdf}\n}\n\n
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\n  \n 2011\n \n \n (5)\n \n \n
\n
\n \n \n
\n \n\n \n \n \n \n \n \n Bayesian latent variable models for collaborative item rating prediction.\n \n \n \n \n\n\n \n Harvey, M.; Carman, M. J.; Ruthven, I.; and Crestani, F.\n\n\n \n\n\n\n In Proceedings of the 20th ACM Conference on Information and Knowledge Management, CIKM 2011, pages 699-708, 2011. \n \n\n\n\n
\n\n\n\n \n \n \"Bayesian pdf\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{harvey:cikm2011,\n  author    = {Morgan Harvey and\n               Mark James Carman and\n               Ian Ruthven and\n               Fabio Crestani},\n  title     = {Bayesian latent variable models for collaborative item rating prediction},\n  booktitle = {Proceedings of the 20th ACM Conference on Information and Knowledge Management, CIKM 2011},\n  year      = {2011},\n  pages     = {699-708},\n  url_pdf = {Harvey_CIKM2011.pdf}\n}\n\n
\n
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\n\n\n
\n \n\n \n \n \n \n \n \n Improving Social Bookmark Search Using Personalised Latent Variable Language Models.\n \n \n \n \n\n\n \n Harvey, M.; Carman, M. J.; and Ruthven, I.\n\n\n \n\n\n\n In Proceedings of the fourth ACM international conference on Web search and data mining, of WSDM '11, pages 485–494, 2011. \n \n\n\n\n
\n\n\n\n \n \n \"Improving pdf\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{harvey:wsdm2011,\n  author    = {Morgan Harvey and Mark James Carman and Ian Ruthven},\n  title     = {Improving Social Bookmark Search Using Personalised Latent Variable Language Models},\n  booktitle = {Proceedings of the fourth ACM international conference on Web search and data mining},\n  series = {WSDM '11},\n  year = {2011},\n  location = {Hong Kong, China},\n  pages = {485--494},\n  url_pdf = {harvey_wsdm2011.pdf}\n}\n\n
\n
\n\n\n\n
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\n \n\n \n \n \n \n \n \n A multi-collection latent topic model for federated search.\n \n \n \n \n\n\n \n Baillie, M.; Carman, M. J.; and Crestani, F.\n\n\n \n\n\n\n Information Retrieval, 14(4): 390-412. 2011.\n \n\n\n\n
\n\n\n\n \n \n \"A pdf\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{baillie:ir2011,\n  author    = {Mark Baillie and Mark James Carman and Fabio Crestani},\n  title     = {A multi-collection latent topic model for federated search},\n  journal   = {Information Retrieval},\n  volume    = {14},\n  number    = {4},\n  year      = {2011},\n  pages     = {390-412},\n  url_pdf = {JIR2010.pdf}\n}\n\n
\n
\n\n\n\n
\n\n\n
\n \n\n \n \n \n \n \n \n Investigating the Statistical Properties of User-Generated Documents.\n \n \n \n \n\n\n \n Inches, G.; Carman, M. J.; and Crestani, F.\n\n\n \n\n\n\n In 9th International Conference on Flexible Query Answering Systems, (FQAS 2011), pages 198-209, 2011. \n \n\n\n\n
\n\n\n\n \n \n \"Investigating pdf\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{inches:fqas2011,\n  author    = {Giacomo Inches and\n               Mark James Carman and\n               Fabio Crestani},\n  title     = {Investigating the Statistical Properties of User-Generated\n               Documents},\n  booktitle = {9th International Conference on Flexible Query Answering Systems, (FQAS 2011)},\n  year      = {2011},\n  pages     = {198-209},\n  url_pdf = {inches2011b.pdf}\n}\n\n
\n
\n\n\n\n
\n\n\n
\n \n\n \n \n \n \n \n \n Personal Blog Retrieval Using Opinion Features.\n \n \n \n \n\n\n \n Gerani, S.; Keikha, M.; Carman, M.; and Crestani, F.\n\n\n \n\n\n\n In Proceedings of the 33rd European Conference on Advances in Information Retrieval, of ECIR'11, pages 747–750, 2011. \n \n\n\n\n
\n\n\n\n \n \n \"PersonalPaper\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{gerani:ecir_poster2011,\n \tauthor = {Gerani, Shima and Keikha, Mostafa and Carman, Mark and Crestani, Fabio},\n \ttitle = {Personal Blog Retrieval Using Opinion Features},\n \tbooktitle = {Proceedings of the 33rd European Conference on Advances in Information Retrieval},\n \tseries = {ECIR'11},\n \tyear = {2011},\n \tpages = {747--750},\n \turl = {https://link.springer.com/chapter/10.1007/978-3-642-20161-5_85}\n} \n\n
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\n  \n 2010\n \n \n (6)\n \n \n
\n
\n \n \n
\n \n\n \n \n \n \n \n \n Towards query log based personalization using topic models.\n \n \n \n \n\n\n \n Carman, M. J.; Crestani, F.; Harvey, M.; and Baillie, M.\n\n\n \n\n\n\n In Proceedings of the 19th ACM Conference on Information and Knowledge Management, (CIKM 2010), pages 1849-1852, Toronto, 2010. \n \n\n\n\n
\n\n\n\n \n \n \"Towards pdf\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{carman:cikm2010,\n  \tauthor    = {Mark James Carman and Fabio Crestani and Morgan Harvey and Mark Baillie},\n  \ttitle     = {Towards query log based personalization using topic models},\n  \tbooktitle = {Proceedings of the 19th ACM Conference on Information and Knowledge Management, (CIKM 2010)},\n  \tyear      = {2010},\n  \tpages     = {1849-1852},\n  \taddress = {Toronto},\n  \turl_pdf = {cikm2010_p1849-carman.pdf}\n}\n\n
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\n \n\n \n \n \n \n \n \n Ranking social bookmarks using topic models.\n \n \n \n \n\n\n \n Harvey, M.; Carman, M. J.; and Ruthven, I.\n\n\n \n\n\n\n In Proceedings of the 19th ACM Conference on Information and Knowledge Management, (CIKM 2010), pages 1401-1404, Toronto, 2010. \n \n\n\n\n
\n\n\n\n \n \n \"Ranking pdf\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{harvey:cikm2010,\n \t author    = {Morgan Harvey and Mark James Carman and Ian Ruthven},\n \t title     = {Ranking social bookmarks using topic models},\n\t booktitle = {Proceedings of the 19th ACM Conference on Information and Knowledge Management, (CIKM 2010)},\n  \tyear      = {2010},\n  \tpages     = {1401-1404},\n  \taddress = {Toronto},\n  \turl_pdf = {cikm2010_p1401-harvey.pdf}\n}\n\n\n
\n
\n\n\n\n
\n\n\n
\n \n\n \n \n \n \n \n \n Proximity based Opinion Retrieval.\n \n \n \n \n\n\n \n Gerani, S.; Carman, M.; and Crestani, F.\n\n\n \n\n\n\n In 33rd Annual International ACM SIGIR Conference on Research and Development on Information Retrieval (SIGIR 2010), pages 403-410, Geneva, Switzerland, 2010. \n \n\n\n\n
\n\n\n\n \n \n \"Proximity pdf\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 {gerani:sigir2010,\n\tauthor = {Shima Gerani and Mark Carman and Fabio Crestani},\n\ttitle = {Proximity based Opinion Retrieval},\n\tbooktitle = {33rd Annual International ACM SIGIR Conference on Research and Development on Information Retrieval (SIGIR 2010)},\n\tyear = {2010},\n\tpages     = {403-410},\n         address = {Geneva, Switzerland},\n         url_pdf = {gerani_sigir2010.pdf}\n}\n\n\n
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\n \n\n \n \n \n \n \n \n Tripartite Hidden Topic Models for Personalised Tag Suggestion.\n \n \n \n \n\n\n \n Harvey, M.; Baillie, M.; Ruthven, I.; and Carman, M.\n\n\n \n\n\n\n In Advances in Information Retrieval, 32nd European Conference on IR Research (ECIR 2010), pages 432–443, Milton Keynes, UK, 2010. \n \n\n\n\n
\n\n\n\n \n \n pdf\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 {harvey:ecir2010,\n\ttitle = {Tripartite Hidden Topic Models for Personalised Tag Suggestion},\n\tbooktitle = {Advances in Information Retrieval, 32nd European Conference on IR Research (ECIR 2010)},\n\tpages={432--443},\n  \tyear={2010},\n\taddress = {Milton Keynes, UK},\n\tauthor = {Morgan Harvey and Mark Baillie and Ian Ruthven and Mark Carman},\n\turl_pdf = {harvey_ecir2010.pdf}\n}\n\n
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\n \n\n \n \n \n \n \n \n Piloted Search and Recommendation with Social Tag Cloud-Based Navigation.\n \n \n \n \n\n\n \n Mesnage, C.; and Carman, M.\n\n\n \n\n\n\n In 1st Workshop On Music Recommendation And Discovery (WOMRAD) at ACM RecSys, Barcelona, Spain, 2010. \n \n\n\n\n
\n\n\n\n \n \n \"Piloted pdf\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 {mesnage:womrad2010,\n\tauthor = {Cedric Mesnage and Mark Carman},\n\ttitle = {Piloted Search and Recommendation with Social Tag Cloud-Based Navigation},\n\tbooktitle = {1st Workshop On Music Recommendation And Discovery (WOMRAD) at ACM RecSys},\n\tyear = {2010},\n\taddress = {Barcelona, Spain},\n\turl_pdf = {mesnage_womrad2010.pdf}\n}\n\n
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\n\n\n
\n \n\n \n \n \n \n \n \n Statistics of Online User-Generated Short Documents.\n \n \n \n \n\n\n \n Inches, G.; Carman, M. J.; and Crestani, F.\n\n\n \n\n\n\n In Advances in Information Retrieval, 32nd European Conference on IR Research (ECIR 2010), pages 649-652, Milton Keynes, UK, 2010. \n \n\n\n\n
\n\n\n\n \n \n \"Statistics pdf\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{inches:ecir_poster2010,\n  author    = {Giacomo Inches and Mark James Carman and Fabio Crestani},\n  title     = {Statistics of Online User-Generated Short Documents},\n  booktitle = {Advances in Information Retrieval, 32nd European Conference on IR Research (ECIR 2010)},\n  year      = {2010},\n  pages     = {649-652},\n  address = {Milton Keynes, UK},\n  url_pdf = {inches_ecir2010_poster.pdf}\n}\n\n\n
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\n  \n 2009\n \n \n (4)\n \n \n
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\n \n \n
\n \n\n \n \n \n \n \n \n A Statistical Comparison of Tag and Query Logs.\n \n \n \n \n\n\n \n Carman, M. J.; Baillie, M.; Gwadera, R.; and Crestani, F.\n\n\n \n\n\n\n In 32nd Annual International ACM SIGIR Conference on Research and Development on Information Retrieval (SIGIR 2009), pages 123–130, Boston, USA, 2009. \n \n\n\n\n
\n\n\n\n \n \n \"A pdf\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 {carman:sigir2009,\n\ttitle = {A Statistical Comparison of Tag and Query Logs},\n\tbooktitle = {32nd Annual International ACM SIGIR Conference on Research and Development on Information Retrieval (SIGIR 2009)},\n\tyear = {2009},\n\tpages = {123--130},\n\taddress = {Boston, USA},\n\tauthor = {Mark J. Carman and Mark Baillie and Robert Gwadera and Fabio Crestani},\n\turl_pdf = {carman_sigir2009.pdf}\n}\n\n\n
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\n \n\n \n \n \n \n \n \n Blog Distillation using Random Walks.\n \n \n \n \n\n\n \n Keikha, M.; Carman, M.; and Crestani, F.\n\n\n \n\n\n\n In 32nd Annual International ACM SIGIR Conference on Research and Development on Information Retrieval (SIGIR 2009), pages 638–639, Boston, USA, 2009. \n \n\n\n\n
\n\n\n\n \n \n \"Blog pdf\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 {keikha:sigir_poster2009,\n\ttitle = {Blog Distillation using Random Walks},\n\tbooktitle = {32nd Annual International ACM SIGIR Conference on Research and Development on Information Retrieval (SIGIR 2009)} ,\n\tyear = {2009},\n\tpages = {638--639},\n\taddress = {Boston, USA},\n\tauthor = {Mostafa Keikha and Mark Carman and Fabio Crestani},\n\turl_pdf = {keikha_sigir2009_poster.pdf}\n}\n\n\n
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\n \n\n \n \n \n \n \n \n Investigating Learning Approaches for Blog Post Opinion Retrieval.\n \n \n \n \n\n\n \n Gerani, S.; Carman, M. J.; and Crestani, F.\n\n\n \n\n\n\n In Advances in Information Retrieval, 31st European Conference on IR Research, ECIR 2009, pages 313–324, Toulouse, France, 2009. \n \n\n\n\n
\n\n\n\n \n \n \"Investigating pdf\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 {gerani:ecir2009,\n\ttitle = {Investigating Learning Approaches for Blog Post Opinion Retrieval},\n\tbooktitle = {Advances in Information Retrieval, 31st European Conference on IR Research, ECIR 2009},\n\tpages={313--324},\n\tyear={2009},\n\taddress = {Toulouse, France},\n\tauthor = {Shima Gerani and Mark J. Carman and Fabio Crestani},\n\turl_pdf = {gerani_ecir2009.pdf}\n}\n\n\n
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\n \n\n \n \n \n \n \n \n A Topic-based Measure of Resource Description Quality for Distributed Information Retrieval.\n \n \n \n \n\n\n \n Baillie, M.; Carman, M. J.; and Crestani, F.\n\n\n \n\n\n\n In Advances in Information Retrieval, 31st European Conference on IR Research, ECIR 2009, pages 485–496, France, 2009. \n \n\n\n\n
\n\n\n\n \n \n \"A pdf\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 {baillie:ecir2009,\n\ttitle = {A Topic-based Measure of Resource Description Quality for Distributed Information Retrieval},\n\tbooktitle = {Advances in Information Retrieval, 31st European Conference on IR Research, ECIR 2009},\n\tyear = {2009},\n\tpages={485--496},\n\taddress = {France},\n\tauthor = {Mark Baillie and Mark J. Carman and Fabio Crestani},\n\turl_pdf = {baillie_ecir2009.pdf}\n}\n\n\n
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\n  \n 2008\n \n \n (5)\n \n \n
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\n \n\n \n \n \n \n \n \n Tag Data and Personalized Information Retrieval.\n \n \n \n \n\n\n \n Carman, M. J.; Baillie, M.; and Crestani, F.\n\n\n \n\n\n\n In 2008 ACM workshop on Search in social media (SSM 2008), pages 27–34, Napa Valley, USA, October 2008. \n \n\n\n\n
\n\n\n\n \n \n \"Tag pdf\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 { carman:ssm2008,\n\ttitle = {Tag Data and Personalized Information Retrieval},\n\tbooktitle = {2008 ACM workshop on Search in social media (SSM 2008)},\n\tyear = {2008},\n\tmonth = {October},\n\tpages={27--34},\n\taddress = {Napa Valley, USA},\n\tauthor = {Mark J. Carman and Mark Baillie and Fabio Crestani},\n\turl_pdf = {ssm08-carman.pdf}\n}\n\n\n
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\n \n\n \n \n \n \n \n \n Exploiting Data Semantics to Discover, Extract, and Model Web Sources.\n \n \n \n \n\n\n \n Ambite, J. L.; Knoblock, C. A.; Lerman, K.; Plangprasopchok, A.; Russ, T.; Gazen, C.; Minton, S.; and Carman, M.\n\n\n \n\n\n\n In First International Workshop on Semantic Aspects in Data Mining (SADM'08), Data Mining Workshops 2008, pages 771-779, 2008. \n \n\n\n\n
\n\n\n\n \n \n \"Exploiting pdf\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n  \n \n 1 download\n \n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{ambite:sadm2008,\n \tauthor = {Ambite, Jos\\'{e} Luis and Knoblock, Craig A. and Lerman, Kristina and Plangprasopchok, Anon and Russ, Thomas and Gazen, Cenk and Minton, Steven and Carman, Mark},\n\t title = {Exploiting Data Semantics to Discover, Extract, and Model Web Sources},\n\t booktitle = {First International Workshop on Semantic Aspects in Data Mining (SADM'08), Data Mining Workshops 2008},\n\t pages={771-779},\n \t year = {2008},\n\t url_pdf = {ambite08-icdm.pdf}\n }\n\n\n
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\n \n\n \n \n \n \n \n \n Towards Personalized Distributed Information Retrieval.\n \n \n \n \n\n\n \n Carman, M. J.; and Crestani, F.\n\n\n \n\n\n\n In 31st Annual International ACM SIGIR Conference on Research and Development on Information Retrieval (SIGIR 2008), pages 719-720, Singapore, 2008. \n \n\n\n\n
\n\n\n\n \n \n \"TowardsPaper\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 {carman:sigir_poster2008,\n\ttitle = {Towards Personalized Distributed Information Retrieval},\n\tbooktitle = {31st Annual International ACM SIGIR Conference on Research and Development on Information Retrieval (SIGIR 2008)},\n\tyear = {2008},\n\tpages = {719-720},\n\taddress = {Singapore},\n\tauthor = {Mark J. Carman and Fabio Crestani},\n\turl = {https://dl.acm.org/citation.cfm?id=1390468}\n}\n\n\n
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\n \n\n \n \n \n \n \n \n Beyond the Elves: Making Intelligent Agents Intelligent.\n \n \n \n \n\n\n \n Knoblock, C.; Ambite, J. L.; Carman, M.; Michelson, M.; Szekely, P.; and Tuchinda, R.\n\n\n \n\n\n\n AI Magazine, 29(2): 33-42. 2008.\n \n\n\n\n
\n\n\n\n \n \n \"Beyond pdf\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n  \n \n 1 download\n \n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@article{knoblock:aimagazine2008,\n\ttitle = {Beyond the Elves: Making Intelligent Agents Intelligent},\n\tauthor = {Craig Knoblock and Jos\\'{e} Luis Ambite and Mark Carman and Matthew Michelson and Pedro Szekely and Rattapoom Tuchinda},\n\tjournal = {AI Magazine},\n\tvolume = {29},\n\tnumber = {2},\n\tpages = {33-42},\n\tyear = {2008},\n\turl_pdf = {knoblock08-aimag.pdf}\n}\n\n
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\n \n\n \n \n \n \n \n \n University of Lugano at TREC 2008 Blog Track.\n \n \n \n \n\n\n \n Gerani, S.; Keikha, M.; Carman, M. J.; Gwadera, R.; Taibi, D.; and Crestani, F.\n\n\n \n\n\n\n In TREC, 2008. \n \n\n\n\n
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@inproceedings{gerani:trec08,\n  author    = {Shima Gerani and\n               Mostafa Keikha and\n               Mark James Carman and\n               Robert Gwadera and\n               Davide Taibi and\n               Fabio Crestani},\n  title     = {University of Lugano at TREC 2008 Blog Track},\n  booktitle = {TREC},\n  year      = {2008},\n  url_pdf = {lugano_TREC2008.pdf}\n}\n\n\n
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\n  \n 2007\n \n \n (2)\n \n \n
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\n \n\n \n \n \n \n \n \n Learning Semantic Definitions of Online Information Sources.\n \n \n \n \n\n\n \n Carman, M. J.; and Knoblock, C. A.\n\n\n \n\n\n\n Journal of Artificial Intelligence Research (JAIR), 30: 1–50. 2007.\n \n\n\n\n
\n\n\n\n \n \n \"Learning pdf\n  \n \n \n \"Learning code\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n  \n \n 2 downloads\n \n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@article{carman:jair2007,\n\t author = {Mark J. Carman and Craig A. Knoblock},\n\t title = {Learning Semantic Definitions of Online Information Sources},\n\t journal = {Journal of Artificial Intelligence Research (JAIR)},\n\t volume = {30},\n\t year = {2007},\n\t pages = {1--50},\n\t url_pdf={jair-07.pdf},\n\t url_Code={https://www.isi.edu/publications/licensed-sw/eidos/index.html}\n}\n\n
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\n \n\n \n \n \n \n \n \n Learning Semantic Descriptions of Web Information Sources.\n \n \n \n \n\n\n \n Carman, M. J.; and Knoblock, C. A.\n\n\n \n\n\n\n In Proceedings of the Twentieth International Joint Conference on Artificial Intelligence (IJCAI-07), volume 7, pages 2695–2700, Hyderabad, India, January 2007. \n \n\n\n\n
\n\n\n\n \n \n \"Learning pdf\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n  \n \n 1 download\n \n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{carman:ijcai2007,\n\tauthor={Mark James Carman and Craig A. Knoblock},\n\ttitle={Learning Semantic Descriptions of Web Information Sources},\n\tbooktitle={Proceedings of the Twentieth International Joint Conference on Artificial Intelligence (IJCAI-07)},\n\taddress={Hyderabad, India},\n\tvolume={7},\n\tpages={2695--2700},\n\tyear={2007},\n\tmonth={January},\n\turl_pdf={ijcai-07.pdf}\n}\n\n\n
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\n  \n 2006\n \n \n (1)\n \n \n
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\n \n\n \n \n \n \n \n \n Learning Semantic Definitions of Information Sources on the Internet.\n \n \n \n \n\n\n \n Carman, M. J.\n\n\n \n\n\n\n Ph.D. Thesis, Department of Information and Communication Technologies, University of Trento, 2006.\n \n\n\n\n
\n\n\n\n \n \n \"Learning pdf\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n  \n \n 1 download\n \n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@PhdThesis{carman:thesis2006,\n \tauthor = {Mark James Carman},\n\t title = {Learning Semantic Definitions of Information Sources on the Internet},\n\t school = {Department of Information and Communication Technologies, University of Trento},\n\t year = {2006},\n\t url_pdf = {thesis.pdf}\n}\n\n\n
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\n  \n 2005\n \n \n (2)\n \n \n
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\n \n\n \n \n \n \n \n \n Inducing Source Descriptions for Automated Web Service Composition.\n \n \n \n \n\n\n \n Carman, M. J.; and Knoblock, C. A.\n\n\n \n\n\n\n In Proceedings of the AAAI 2005 Workshop on Exploring Planning and Scheduling for Web Services, Grid, and Autonomic Computing, 2005. \n \n\n\n\n
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@inproceedings{carman:aaai_ws2005,\n\t author = {Mark James Carman and Craig A. Knoblock},\n\t title = {Inducing Source Descriptions for Automated Web Service Composition},\n\t booktitle = {Proceedings of the AAAI 2005 Workshop on Exploring Planning and Scheduling for Web Services, Grid, and Autonomic Computing},\n\t year = {2005},\n\t url_pdf = {aaai05-wswkshp.pdf}\n }\n\n\n
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\n \n\n \n \n \n \n \n Learning Source Descriptions for Web Services.\n \n \n \n\n\n \n Carman, M. J.\n\n\n \n\n\n\n In The Tenth AAAI/SIGART Doctoral Consortium, pages 1640-1641, 2005. \n \n\n\n\n
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@inproceedings{carman:aaai_dc2005,\n\t author    = {Mark James Carman},\n \t title     = {Learning Source Descriptions for Web Services},\n  \tbooktitle = {The Tenth AAAI/SIGART Doctoral Consortium},\n  \tyear      = {2005},\n \tpages     = {1640-1641},\n}\n\n\n\n
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\n  \n 2003\n \n \n (3)\n \n \n
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\n \n\n \n \n \n \n \n \n Web Service Composition as Planning.\n \n \n \n \n\n\n \n Carman, M.; Serafini, L.; and Traverso, P.\n\n\n \n\n\n\n In Proceedings of ICAPS'03 Workshop on Planning for Web Services, Trento, Italy, 2003. \n \n\n\n\n
\n\n\n\n \n \n \"Web pdf\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{carman:icaps_ws2003,\n\tauthor = {Mark Carman and Luciano Serafini and Paolo Traverso},\n\ttitle = {{Web Service Composition as Planning}},\n\tbooktitle = {Proceedings of ICAPS'03 Workshop on Planning for Web Services},\n\tyear = {2003},\n\taddress = {Trento, Italy},\n\turl_pdf = {icaps03_workshop.pdf}\n}\n\n\n
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\n \n\n \n \n \n \n \n Planning for Web Services.\n \n \n \n\n\n \n Carman, M. J.\n\n\n \n\n\n\n In Proceedings of the ICAPS'03 Doctoral Consortium, pages 5, Trento, Italy, 2003. \n \n\n\n\n
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@InProceedings{carman:icaps_dc2003,\n\tauthor = {Mark James Carman},\n\ttitle = {Planning for Web Services},\n\tbooktitle = {Proceedings of the ICAPS'03 Doctoral Consortium},\n\tyear = {2003},\n\tpages = {5},\n\taddress = {Trento, Italy}\n}\n\n\n
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\n \n\n \n \n \n \n \n \n Planning for Web Services the Hard Way.\n \n \n \n \n\n\n \n Carman, M.; and Serafini, L.\n\n\n \n\n\n\n In Workshop on Service Oriented Computing, International Symposium on Applications and the Internet (SAINT-2003), 2003. \n \n\n\n\n
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@InProceedings{carman:saint_ws03,\n  \tauthor = {Mark Carman and Luciano Serafini},\n  \ttitle = {Planning for Web Services the Hard Way},\n  \tbooktitle = {Workshop on Service Oriented Computing, International Symposium on Applications and the Internet (SAINT-2003)},\n  \tyear = {2003},\n\turl_pdf = {saint03_final.pdf}\n}\n\n\n
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\n \n\n \n \n \n \n \n \n Towards an Economy-Based Optimisation of File Access and Replication on a Data Grid.\n \n \n \n \n\n\n \n Carman, M. J.; Zini, F.; Serafini, L.; and Stockinger, K.\n\n\n \n\n\n\n In CCGRID '02: Proceedings of the 2nd IEEE/ACM International Symposium on Cluster Computing and the Grid, pages 340-345, 2002. \n \n\n\n\n
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@inproceedings{carman:ccgrid2002,\n         author    = {Mark James Carman and Floriano Zini and Luciano Serafini and Kurt Stockinger},\n\ttitle = {Towards an Economy-Based Optimisation of File Access and Replication on a Data Grid},\n \tbooktitle = {CCGRID '02: Proceedings of the 2nd IEEE/ACM International Symposium on Cluster Computing and the Grid},\n \tyear = {2002},\n \tpages     = {340-345},\n\turl_pdf = {ccgrid2002.pdf}\n }\n\n\n
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\n \n\n \n \n \n \n \n \n A request language for web-services based on planning and constraint satisfaction.\n \n \n \n \n\n\n \n Aiello, M.; Papazoglou, M.; Yang, J.; Carman, M.; Pistore, M.; Serafini, L.; and Traverso, P.\n\n\n \n\n\n\n In VLDB workshop on Technologies for E-Services (TES), of LNCS, pages 76–85, 2002. \n \n\n\n\n
\n\n\n\n \n \n \"A pdf\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{aiello:vldb_ws2002,\n\t  author = {M. Aiello and M. Papazoglou and J. Yang and M. Carman and M. Pistore and L. Serafini and P. Traverso},\n\t  title = {A request language for web-services based on planning and constraint satisfaction},\n\t  series = {LNCS},\n\t  pages={76--85},\n\t  booktitle = {VLDB workshop on Technologies for E-Services (TES)},\n\t  year = {2002},\n          url_pdf = {tes02Print.pdf}\n}\n\n
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