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\n  \n 2023\n \n \n (14)\n \n \n
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\n \n\n \n \n \n \n \n \n Optimization Strategies for BERT-Based Named Entity Recognition.\n \n \n \n \n\n\n \n Monteiro, M.; and Zanchettin, C.\n\n\n \n\n\n\n In Naldi, M. C.; and Bianchi, R. A. C., editor(s), Intelligent Systems - 12th Brazilian Conference, BRACIS 2023, Belo Horizonte, Brazil, September 25-29, 2023, Proceedings, Part III, volume 14197, of Lecture Notes in Computer Science, pages 80–94, 2023. Springer\n \n\n\n\n
\n\n\n\n \n \n \"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 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{DBLP:conf/bracis/MonteiroZ23,\n  author       = {Monique Monteiro and\n                  Cleber Zanchettin},\n  editor       = {Murilo Coelho Naldi and\n                  Reinaldo A. C. Bianchi},\n  title        = {Optimization Strategies for BERT-Based Named Entity Recognition},\n  booktitle    = {Intelligent Systems - 12th Brazilian Conference, {BRACIS} 2023, Belo\n                  Horizonte, Brazil, September 25-29, 2023, Proceedings, Part {III}},\n  series       = {Lecture Notes in Computer Science},\n  volume       = {14197},\n  pages        = {80--94},\n  publisher    = {Springer},\n  year         = {2023},\n  url          = {https://doi.org/10.1007/978-3-031-45392-2\\_6},\n  doi          = {10.1007/978-3-031-45392-2\\_6},\n  timestamp    = {Mon, 16 Oct 2023 19:47:09 +0200},\n  biburl       = {https://dblp.org/rec/conf/bracis/MonteiroZ23.bib},\n  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 Assessment of Deep Learning Models for Named Entity Recognition of Brazilian Legal Documents.\n \n \n \n \n\n\n \n Albuquerque, H. O.; Souza, E.; Oliveira, A. L. I.; Macêdo, D.; Zanchettin, C.; Vitório, D.; da Silva, N. F. F.; and de Carvalho, A. C. P. L. F.\n\n\n \n\n\n\n In Moniz, N.; Vale, Z.; Cascalho, J.; Silva, C.; and Sebastião, R., editor(s), Progress in Artificial Intelligence - 22nd EPIA Conference on Artificial Intelligence, EPIA 2023, Faial Island, Azores, September 5-8, 2023, Proceedings, Part II, volume 14116, of Lecture Notes in Computer Science, pages 93–104, 2023. Springer\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/epia/AlbuquerqueSOMZVSC23,\n  author       = {Hidelberg Oliveira Albuquerque and\n                  Ellen Souza and\n                  Adriano L. I. Oliveira and\n                  David Mac{\\^{e}}do and\n                  Cleber Zanchettin and\n                  Douglas Vit{\\'{o}}rio and\n                  N{\\'{a}}dia F{\\'{e}}lix F. da Silva and\n                  Andr{\\'{e}} C. P. L. F. de Carvalho},\n  editor       = {Nuno Moniz and\n                  Zita Vale and\n                  Jos{\\'{e}} Cascalho and\n                  Catarina Silva and\n                  Raquel Sebasti{\\~{a}}o},\n  title        = {On the Assessment of Deep Learning Models for Named Entity Recognition\n                  of Brazilian Legal Documents},\n  booktitle    = {Progress in Artificial Intelligence - 22nd {EPIA} Conference on Artificial\n                  Intelligence, {EPIA} 2023, Faial Island, Azores, September 5-8, 2023,\n                  Proceedings, Part {II}},\n  series       = {Lecture Notes in Computer Science},\n  volume       = {14116},\n  pages        = {93--104},\n  publisher    = {Springer},\n  year         = {2023},\n  url          = {https://doi.org/10.1007/978-3-031-49011-8\\_8},\n  doi          = {10.1007/978-3-031-49011-8\\_8},\n  timestamp    = {Fri, 26 Jan 2024 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/epia/AlbuquerqueSOMZVSC23.bib},\n  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 Classification Understanding with Model Inspector Tool.\n \n \n \n \n\n\n \n Santos, F. A. O.; de Souza, M. D.; Oliveira, P.; Matos, L. N.; Novais, P.; and Zanchettin, C.\n\n\n \n\n\n\n In Bringas, P. G.; García, H. P.; de Pisón, F. J. M.; Martínez-Álvarez, F.; Lora, A. T.; Herrero, Á.; Calvo-Rolle, J. L.; Quintián, H.; and Corchado, E., editor(s), Hybrid Artificial Intelligent Systems - 18th International Conference, HAIS 2023, Salamanca, Spain, September 5-7, 2023, Proceedings, volume 14001, of Lecture Notes in Computer Science, pages 611–622, 2023. Springer\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
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@inproceedings{DBLP:conf/hais/SantosSOMNZ23,\n  author       = {Fl{\\'{a}}vio Arthur O. Santos and\n                  Maynara Donato de Souza and\n                  Pedro Oliveira and\n                  Leonardo Nogueira Matos and\n                  Paulo Novais and\n                  Cleber Zanchettin},\n  editor       = {Pablo Garc{\\'{\\i}}a Bringas and\n                  Hilde P{\\'{e}}rez Garc{\\'{\\i}}a and\n                  Francisco Javier Mart{\\'{\\i}}nez de Pis{\\'{o}}n and\n                  Francisco Mart{\\'{\\i}}nez{-}{\\'{A}}lvarez and\n                  Alicia Troncoso Lora and\n                  {\\'{A}}lvaro Herrero and\n                  Jos{\\'{e}} Lu{\\'{\\i}}s Calvo{-}Rolle and\n                  H{\\'{e}}ctor Quinti{\\'{a}}n and\n                  Emilio Corchado},\n  title        = {Image Classification Understanding with Model Inspector Tool},\n  booktitle    = {Hybrid Artificial Intelligent Systems - 18th International Conference,\n                  {HAIS} 2023, Salamanca, Spain, September 5-7, 2023, Proceedings},\n  series       = {Lecture Notes in Computer Science},\n  volume       = {14001},\n  pages        = {611--622},\n  publisher    = {Springer},\n  year         = {2023},\n  url          = {https://doi.org/10.1007/978-3-031-40725-3\\_52},\n  doi          = {10.1007/978-3-031-40725-3\\_52},\n  timestamp    = {Sun, 24 Sep 2023 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/hais/SantosSOMNZ23.bib},\n  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 Augmentative and Alternative Communication Synthetic Corpus for Brazilian Portuguese.\n \n \n \n \n\n\n \n Pereira, J. A.; Nogueira, R. F.; Zanchettin, C.; and Fidalgo, R. N.\n\n\n \n\n\n\n In Chang, M.; Chen, N.; Kuo, R.; Rudolph, G.; Sampson, D. G.; and Tlili, A., editor(s), IEEE International Conference on Advanced Learning Technologies, ICALT 2023, Orem, UT, USA, July 10-13, 2023, pages 202–206, 2023. IEEE\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 2 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/icalt/PereiraNZF23,\n  author       = {Jayr Alencar Pereira and\n                  Rodrigo Frassetto Nogueira and\n                  Cleber Zanchettin and\n                  Robson N. Fidalgo},\n  editor       = {Maiga Chang and\n                  Nian{-}Shing Chen and\n                  Rita Kuo and\n                  George Rudolph and\n                  Demetrios G. Sampson and\n                  Ahmed Tlili},\n  title        = {An Augmentative and Alternative Communication Synthetic Corpus for\n                  Brazilian Portuguese},\n  booktitle    = {{IEEE} International Conference on Advanced Learning Technologies,\n                  {ICALT} 2023, Orem, UT, USA, July 10-13, 2023},\n  pages        = {202--206},\n  publisher    = {{IEEE}},\n  year         = {2023},\n  url          = {https://doi.org/10.1109/ICALT58122.2023.00066},\n  doi          = {10.1109/ICALT58122.2023.00066},\n  timestamp    = {Wed, 11 Oct 2023 10:11:29 +0200},\n  biburl       = {https://dblp.org/rec/conf/icalt/PereiraNZF23.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Exploring Image Classification Robustness and Interpretability with Right for the Right Reasons Data Augmentation.\n \n \n \n \n\n\n \n Santos, F. A. O.; and Zanchettin, C.\n\n\n \n\n\n\n In IEEE/CVF International Conference on Computer Vision, ICCV 2023 - Workshops, Paris, France, October 2-6, 2023, pages 4149–4158, 2023. IEEE\n \n\n\n\n
\n\n\n\n \n \n \"ExploringPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/iccvw/SantosZ23,\n  author       = {Fl{\\'{a}}vio Arthur Oliveira Santos and\n                  Cleber Zanchettin},\n  title        = {Exploring Image Classification Robustness and Interpretability with\n                  Right for the Right Reasons Data Augmentation},\n  booktitle    = {{IEEE/CVF} International Conference on Computer Vision, {ICCV} 2023\n                  - Workshops, Paris, France, October 2-6, 2023},\n  pages        = {4149--4158},\n  publisher    = {{IEEE}},\n  year         = {2023},\n  url          = {https://doi.org/10.1109/ICCVW60793.2023.00448},\n  doi          = {10.1109/ICCVW60793.2023.00448},\n  timestamp    = {Wed, 10 Jan 2024 14:20:12 +0100},\n  biburl       = {https://dblp.org/rec/conf/iccvw/SantosZ23.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Improving small object detection with DETRAug.\n \n \n \n \n\n\n \n Cunha, E.; Macêdo, D.; and Zanchettin, C.\n\n\n \n\n\n\n In International Joint Conference on Neural Networks, IJCNN 2023, Gold Coast, Australia, June 18-23, 2023, pages 1–8, 2023. IEEE\n \n\n\n\n
\n\n\n\n \n \n \"ImprovingPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\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/CunhaMZ23,\n  author       = {Evair Cunha and\n                  David Mac{\\^{e}}do and\n                  Cleber Zanchettin},\n  title        = {Improving small object detection with DETRAug},\n  booktitle    = {International Joint Conference on Neural Networks, {IJCNN} 2023, Gold\n                  Coast, Australia, June 18-23, 2023},\n  pages        = {1--8},\n  publisher    = {{IEEE}},\n  year         = {2023},\n  url          = {https://doi.org/10.1109/IJCNN54540.2023.10191541},\n  doi          = {10.1109/IJCNN54540.2023.10191541},\n  timestamp    = {Wed, 09 Aug 2023 16:25:09 +0200},\n  biburl       = {https://dblp.org/rec/conf/ijcnn/CunhaMZ23.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Learning What, Where and Which to Transfer.\n \n \n \n \n\n\n \n de Lima Nogueira, L.; Macêdo, D.; Zanchettin, C.; Neto, F. M. P.; and de Oliveira, A. L. I.\n\n\n \n\n\n\n In International Joint Conference on Neural Networks, IJCNN 2023, Gold Coast, Australia, June 18-23, 2023, pages 1–8, 2023. IEEE\n \n\n\n\n
\n\n\n\n \n \n \"LearningPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\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/NogueiraMZNO23,\n  author       = {Lucas de Lima Nogueira and\n                  David Mac{\\^{e}}do and\n                  Cleber Zanchettin and\n                  Fernando M. P. Neto and\n                  Adriano Lorena In{\\'{a}}cio de Oliveira},\n  title        = {Learning What, Where and Which to Transfer},\n  booktitle    = {International Joint Conference on Neural Networks, {IJCNN} 2023, Gold\n                  Coast, Australia, June 18-23, 2023},\n  pages        = {1--8},\n  publisher    = {{IEEE}},\n  year         = {2023},\n  url          = {https://doi.org/10.1109/IJCNN54540.2023.10191815},\n  doi          = {10.1109/IJCNN54540.2023.10191815},\n  timestamp    = {Wed, 09 Aug 2023 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/ijcnn/NogueiraMZNO23.bib},\n  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-calibrated U-Net for Document Segmentation.\n \n \n \n \n\n\n \n Rodrigues, I. R.; da Silva, L. G. F.; Macêdo, D. L.; Zanchettin, C.; Endo, P. T.; and Sadok, D. F. H.\n\n\n \n\n\n\n In International Joint Conference on Neural Networks, IJCNN 2023, Gold Coast, Australia, June 18-23, 2023, pages 1–8, 2023. IEEE\n \n\n\n\n
\n\n\n\n \n \n \"Self-calibratedPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\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/RodriguesSMZES23,\n  author       = {Iago Richard Rodrigues and\n                  Leylane Graziele Ferreira da Silva and\n                  David L. Mac{\\^{e}}do and\n                  Cleber Zanchettin and\n                  Patricia Takako Endo and\n                  Djamel Fawzi Hadj Sadok},\n  title        = {Self-calibrated U-Net for Document Segmentation},\n  booktitle    = {International Joint Conference on Neural Networks, {IJCNN} 2023, Gold\n                  Coast, Australia, June 18-23, 2023},\n  pages        = {1--8},\n  publisher    = {{IEEE}},\n  year         = {2023},\n  url          = {https://doi.org/10.1109/IJCNN54540.2023.10191628},\n  doi          = {10.1109/IJCNN54540.2023.10191628},\n  timestamp    = {Wed, 09 Aug 2023 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/ijcnn/RodriguesSMZES23.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Exploring the Impact of Synthetic Data on Human Activity Recognition Tasks.\n \n \n \n \n\n\n \n de Souza, M. D.; Junior, C. R. S.; Quintino, J. P.; de Medeiros Santos, A. L.; da Silva, F. Q. B.; and Zanchettin, C.\n\n\n \n\n\n\n In Jayne, C.; Mandic, D. P.; and Duro, R. J., editor(s), International Neural Network Society Workshop on Deep Learning Innovations and Applications, INNS DLIA@IJCNN 2023, Gold Coast, Australia, 23 June 2023, volume 222, of Procedia Computer Science, pages 656–665, 2023. Elsevier\n \n\n\n\n
\n\n\n\n \n \n \"ExploringPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/inns-dlia/SouzaJQSSZ23,\n  author       = {Maynara Donato de Souza and\n                  Clesson Roberto Silva Junior and\n                  Jonysberg P. Quintino and\n                  Andre Lu{\\'{\\i}}s de Medeiros Santos and\n                  Fabio Q. B. da Silva and\n                  Cleber Zanchettin},\n  editor       = {Chrisina Jayne and\n                  Danilo P. Mandic and\n                  Richard J. Duro},\n  title        = {Exploring the Impact of Synthetic Data on Human Activity Recognition\n                  Tasks},\n  booktitle    = {International Neural Network Society Workshop on Deep Learning Innovations\n                  and Applications, {INNS} DLIA@IJCNN 2023, Gold Coast, Australia, 23\n                  June 2023},\n  series       = {Procedia Computer Science},\n  volume       = {222},\n  pages        = {656--665},\n  publisher    = {Elsevier},\n  year         = {2023},\n  url          = {https://doi.org/10.1016/j.procs.2023.08.203},\n  doi          = {10.1016/J.PROCS.2023.08.203},\n  timestamp    = {Wed, 01 Nov 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/inns-dlia/SouzaJQSSZ23.bib},\n  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 Semi-Supervised Autoencoder Approach for Efficient Intrusion Detection in Network Traffic.\n \n \n \n \n\n\n \n Almeida, A.; Gonçalves, L.; Zanchettin, C.; and Bezerra, B. L. D.\n\n\n \n\n\n\n In IEEE Latin American Conference on Computational Intelligence, LA-CCI 2023, Recife, PE, Brazil, October 29 - November 1, 2023, pages 1–6, 2023. 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/lacci/AlmeidaGZB23,\n  author       = {Arthur Almeida and\n                  Lu{\\'{\\i}}s Gon{\\c{c}}alves and\n                  Cleber Zanchettin and\n                  Byron Leite Dantas Bezerra},\n  title        = {A Semi-Supervised Autoencoder Approach for Efficient Intrusion Detection\n                  in Network Traffic},\n  booktitle    = {{IEEE} Latin American Conference on Computational Intelligence, {LA-CCI}\n                  2023, Recife, PE, Brazil, October 29 - November 1, 2023},\n  pages        = {1--6},\n  publisher    = {{IEEE}},\n  year         = {2023},\n  url          = {https://doi.org/10.1109/LA-CCI58595.2023.10409491},\n  doi          = {10.1109/LA-CCI58595.2023.10409491},\n  timestamp    = {Tue, 20 Feb 2024 14:00:16 +0100},\n  biburl       = {https://dblp.org/rec/conf/lacci/AlmeidaGZB23.bib},\n  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 Transformer-based Models in the Information Extraction of Fiscal Documents.\n \n \n \n \n\n\n \n Macedo, J.; Bezerra, B. L. D.; Lima, E.; Soares, A.; Junior, C. A. M. L.; and Zanchettin, C.\n\n\n \n\n\n\n In IEEE Latin American Conference on Computational Intelligence, LA-CCI 2023, Recife, PE, Brazil, October 29 - November 1, 2023, pages 1–6, 2023. IEEE\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/lacci/MacedoBLSJZ23,\n  author       = {Jo{\\~{a}}o Macedo and\n                  Byron L. D. Bezerra and\n                  Estanislau Lima and\n                  Alysson Soares and\n                  Celso A. M. Lopes Junior and\n                  Cleber Zanchettin},\n  title        = {Evaluating Transformer-based Models in the Information Extraction\n                  of Fiscal Documents},\n  booktitle    = {{IEEE} Latin American Conference on Computational Intelligence, {LA-CCI}\n                  2023, Recife, PE, Brazil, October 29 - November 1, 2023},\n  pages        = {1--6},\n  publisher    = {{IEEE}},\n  year         = {2023},\n  url          = {https://doi.org/10.1109/LA-CCI58595.2023.10409483},\n  doi          = {10.1109/LA-CCI58595.2023.10409483},\n  timestamp    = {Tue, 20 Feb 2024 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/lacci/MacedoBLSJZ23.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Energy Consumption CSMA/CA and slotted ALOHA (\\(μ\\)-AMPS).\n \n \n \n \n\n\n \n Barbosa, P. F. C.; Silva, B.; Zanchettin, C.; and de Moraes, R. M.\n\n\n \n\n\n\n ˘rlhttps://doi.org/10.21227/99vd-vh94, January 2023.\n Accessed on YYYY-MM-DD.\n\n\n\n
\n\n\n\n \n \n \"EnergyPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@misc{DBLP:data/10/BarbosaSZM23,\n  author       = {Paulo F. C. Barbosa and\n                  Bruna Silva and\n                  Cleber Zanchettin and\n                  Renato Mariz de Moraes},\n  title        = {Energy Consumption {CSMA/CA} and slotted {ALOHA} ({\\(\\mu\\)}-AMPS)},\n  publisher    = {{IEEE} DataPort},\n  year         = {2023},\n  month        = jan,\n  howpublished = {\\url{https://doi.org/10.21227/99vd-vh94}},\n  note         = {Accessed on YYYY-MM-DD.},\n  url          = {https://doi.org/10.21227/99vd-vh94},\n  doi          = {10.21227/99VD-VH94},\n  timestamp    = {Wed, 15 Mar 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/data/10/BarbosaSZM23.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Energy Consumption Tmote Sky Ultra low power IEEE 802.15.4.\n \n \n \n \n\n\n \n Barbosa, P. F. C.; Zanchettin, C.; and de Moraes, R. M.\n\n\n \n\n\n\n ˘rlhttps://doi.org/10.21227/xsph-hf71, January 2023.\n Accessed on YYYY-MM-DD.\n\n\n\n
\n\n\n\n \n \n \"EnergyPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@misc{DBLP:data/10/BarbosaZM23,\n  author       = {Paulo F. C. Barbosa and\n                  Cleber Zanchettin and\n                  Renato M. de Moraes},\n  title        = {Energy Consumption Tmote Sky Ultra low power {IEEE} 802.15.4},\n  publisher    = {{IEEE} DataPort},\n  year         = {2023},\n  month        = jan,\n  howpublished = {\\url{https://doi.org/10.21227/xsph-hf71}},\n  note         = {Accessed on YYYY-MM-DD.},\n  url          = {https://doi.org/10.21227/xsph-hf71},\n  doi          = {10.21227/XSPH-HF71},\n  timestamp    = {Wed, 15 Mar 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/data/10/BarbosaZM23.bib},\n  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 Authoring for Brazilian Portuguese Augmentative and Alternative Communication.\n \n \n \n \n\n\n \n Pereira, J. A.; Nogueira, R. F.; Zanchettin, C.; and do Nascimento Fidalgo, R.\n\n\n \n\n\n\n CoRR, abs/2308.09497. 2023.\n \n\n\n\n
\n\n\n\n \n \n \"PredictivePaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \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-2308-09497,\n  author       = {Jayr Alencar Pereira and\n                  Rodrigo Frassetto Nogueira and\n                  Cleber Zanchettin and\n                  Robson do Nascimento Fidalgo},\n  title        = {Predictive Authoring for Brazilian Portuguese Augmentative and Alternative\n                  Communication},\n  journal      = {CoRR},\n  volume       = {abs/2308.09497},\n  year         = {2023},\n  url          = {https://doi.org/10.48550/arXiv.2308.09497},\n  doi          = {10.48550/ARXIV.2308.09497},\n  eprinttype    = {arXiv},\n  eprint       = {2308.09497},\n  timestamp    = {Fri, 25 Aug 2023 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-2308-09497.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n  \n 2022\n \n \n (13)\n \n \n
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\n \n\n \n \n \n \n \n \n Convolution Optimization in Fire Classification.\n \n \n \n \n\n\n \n Ayala, A.; Fernandes, B. J. T.; Cruz, F.; Macêdo, D.; and Zanchettin, C.\n\n\n \n\n\n\n IEEE Access, 10: 23642–23658. 2022.\n \n\n\n\n
\n\n\n\n \n \n \"ConvolutionPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \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/access/AyalaFCMZ22,\n  author       = {Angel Ayala and\n                  Bruno Jos{\\'{e}} Torres Fernandes and\n                  Francisco Cruz and\n                  David Mac{\\^{e}}do and\n                  Cleber Zanchettin},\n  title        = {Convolution Optimization in Fire Classification},\n  journal      = {{IEEE} Access},\n  volume       = {10},\n  pages        = {23642--23658},\n  year         = {2022},\n  url          = {https://doi.org/10.1109/ACCESS.2022.3151660},\n  doi          = {10.1109/ACCESS.2022.3151660},\n  timestamp    = {Fri, 01 Apr 2022 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/access/AyalaFCMZ22.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Multi-human Fall Detection and Localization in Videos.\n \n \n \n \n\n\n \n Gomes, M. E. N.; Macêdo, D.; Zanchettin, C.; de Mattos Neto, P. S. G.; and Oliveira, A. L. I.\n\n\n \n\n\n\n Comput. Vis. Image Underst., 220: 103442. 2022.\n \n\n\n\n
\n\n\n\n \n \n \"Multi-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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@article{DBLP:journals/cviu/GomesMZNO22,\n  author       = {Mouglas Eug{\\^{e}}nio Nas{\\'{a}}rio Gomes and\n                  David Mac{\\^{e}}do and\n                  Cleber Zanchettin and\n                  Paulo Salgado Gomes de Mattos Neto and\n                  Adriano L. I. Oliveira},\n  title        = {Multi-human Fall Detection and Localization in Videos},\n  journal      = {Comput. Vis. Image Underst.},\n  volume       = {220},\n  pages        = {103442},\n  year         = {2022},\n  url          = {https://doi.org/10.1016/j.cviu.2022.103442},\n  doi          = {10.1016/J.CVIU.2022.103442},\n  timestamp    = {Mon, 25 Jul 2022 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/cviu/GomesMZNO22.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n PictoBERT: Transformers for next pictogram prediction.\n \n \n \n \n\n\n \n Pereira, J. A.; Macêdo, D.; Zanchettin, C.; de Oliveira, A. L. I.; and do Nascimento Fidalgo, R.\n\n\n \n\n\n\n Expert Syst. Appl., 202: 117231. 2022.\n \n\n\n\n
\n\n\n\n \n \n \"PictoBERT: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/eswa/PereiraMZOF22,\n  author       = {Jayr Alencar Pereira and\n                  David Mac{\\^{e}}do and\n                  Cleber Zanchettin and\n                  Adriano Lorena In{\\'{a}}cio de Oliveira and\n                  Robson do Nascimento Fidalgo},\n  title        = {PictoBERT: Transformers for next pictogram prediction},\n  journal      = {Expert Syst. Appl.},\n  volume       = {202},\n  pages        = {117231},\n  year         = {2022},\n  url          = {https://doi.org/10.1016/j.eswa.2022.117231},\n  doi          = {10.1016/J.ESWA.2022.117231},\n  timestamp    = {Tue, 28 Jun 2022 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/eswa/PereiraMZOF22.bib},\n  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 Impact of Interpretability Methods in Active Image Augmentation Method.\n \n \n \n \n\n\n \n Santos, F. A. O.; Zanchettin, C.; Matos, L. N.; and Novais, P.\n\n\n \n\n\n\n Log. J. IGPL, 30(4): 611–621. 2022.\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/igpl/SantosZMN22,\n  author       = {Fl{\\'{a}}vio Arthur Oliveira Santos and\n                  Cleber Zanchettin and\n                  Leonardo Nogueira Matos and\n                  Paulo Novais},\n  title        = {On the Impact of Interpretability Methods in Active Image Augmentation\n                  Method},\n  journal      = {Log. J. {IGPL}},\n  volume       = {30},\n  number       = {4},\n  pages        = {611--621},\n  year         = {2022},\n  url          = {https://doi.org/10.1093/jigpal/jzab006},\n  doi          = {10.1093/JIGPAL/JZAB006},\n  timestamp    = {Tue, 21 Mar 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/igpl/SantosZMN22.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Entropic Out-of-Distribution Detection: Seamless Detection of Unknown Examples.\n \n \n \n \n\n\n \n Macêdo, D.; Ren, T. I.; Zanchettin, C.; Oliveira, A. L. I.; and Ludermir, T. B.\n\n\n \n\n\n\n IEEE Trans. Neural Networks Learn. Syst., 33(6): 2350–2364. 2022.\n \n\n\n\n
\n\n\n\n \n \n \"EntropicPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\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/tnn/MacedoRZOL22,\n  author       = {David Mac{\\^{e}}do and\n                  Tsang Ing Ren and\n                  Cleber Zanchettin and\n                  Adriano L. I. Oliveira and\n                  Teresa Bernarda Ludermir},\n  title        = {Entropic Out-of-Distribution Detection: Seamless Detection of Unknown\n                  Examples},\n  journal      = {{IEEE} Trans. Neural Networks Learn. Syst.},\n  volume       = {33},\n  number       = {6},\n  pages        = {2350--2364},\n  year         = {2022},\n  url          = {https://doi.org/10.1109/TNNLS.2021.3112897},\n  doi          = {10.1109/TNNLS.2021.3112897},\n  timestamp    = {Mon, 28 Aug 2023 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/tnn/MacedoRZOL22.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Training Aware Sigmoidal Optimization.\n \n \n \n \n\n\n \n Macêdo, D.; Dreyer, P.; Ludermir, T. B.; and Zanchettin, C.\n\n\n \n\n\n\n In Junior, J. C. X.; and Rios, R. A., editor(s), Intelligent Systems - 11th Brazilian Conference, BRACIS 2022, Campinas, Brazil, November 28 - December 1, 2022, Proceedings, Part II, volume 13654, of Lecture Notes in Computer Science, pages 123–138, 2022. Springer\n \n\n\n\n
\n\n\n\n \n \n \"TrainingPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/bracis/MacedoDLZ22,\n  author       = {David Mac{\\^{e}}do and\n                  Pedro Dreyer and\n                  Teresa Bernarda Ludermir and\n                  Cleber Zanchettin},\n  editor       = {Jo{\\~{a}}o Carlos Xavier Junior and\n                  Ricardo Ara{\\'{u}}jo Rios},\n  title        = {Training Aware Sigmoidal Optimization},\n  booktitle    = {Intelligent Systems - 11th Brazilian Conference, {BRACIS} 2022, Campinas,\n                  Brazil, November 28 - December 1, 2022, Proceedings, Part {II}},\n  series       = {Lecture Notes in Computer Science},\n  volume       = {13654},\n  pages        = {123--138},\n  publisher    = {Springer},\n  year         = {2022},\n  url          = {https://doi.org/10.1007/978-3-031-21689-3\\_10},\n  doi          = {10.1007/978-3-031-21689-3\\_10},\n  timestamp    = {Mon, 05 Dec 2022 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/bracis/MacedoDLZ22.bib},\n  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 Malicious HTTP Requests Without Log Parser Using RequestBERT-BiLSTM.\n \n \n \n \n\n\n \n Júnior, L. S. R.; Macêdo, D.; Oliveira, A. L. I.; and Zanchettin, C.\n\n\n \n\n\n\n In Junior, J. C. X.; and Rios, R. A., editor(s), Intelligent Systems - 11th Brazilian Conference, BRACIS 2022, Campinas, Brazil, November 28 - December 1, 2022, Proceedings, Part II, volume 13654, of Lecture Notes in Computer Science, pages 328–342, 2022. 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
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@inproceedings{DBLP:conf/bracis/JuniorMOZ22,\n  author       = {Levi S. Ramos J{\\'{u}}nior and\n                  David Mac{\\^{e}}do and\n                  Adriano L. I. Oliveira and\n                  Cleber Zanchettin},\n  editor       = {Jo{\\~{a}}o Carlos Xavier Junior and\n                  Ricardo Ara{\\'{u}}jo Rios},\n  title        = {Detecting Malicious {HTTP} Requests Without Log Parser Using RequestBERT-BiLSTM},\n  booktitle    = {Intelligent Systems - 11th Brazilian Conference, {BRACIS} 2022, Campinas,\n                  Brazil, November 28 - December 1, 2022, Proceedings, Part {II}},\n  series       = {Lecture Notes in Computer Science},\n  volume       = {13654},\n  pages        = {328--342},\n  publisher    = {Springer},\n  year         = {2022},\n  url          = {https://doi.org/10.1007/978-3-031-21689-3\\_24},\n  doi          = {10.1007/978-3-031-21689-3\\_24},\n  timestamp    = {Mon, 05 Dec 2022 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/bracis/JuniorMOZ22.bib},\n  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 Multi-view Multi-person 3D Pose Estimation Using Reprojection Error.\n \n \n \n \n\n\n \n de França Silva, D. W.; do Monte Lima, J. P. S.; Macêdo, D.; Zanchettin, C.; Thomas, D. G. F.; Uchiyama, H.; and Teichrieb, V.\n\n\n \n\n\n\n In Pimenidis, E.; Angelov, P. P.; Jayne, C.; Papaleonidas, A.; and Aydin, M., editor(s), Artificial Neural Networks and Machine Learning - ICANN 2022 - 31st International Conference on Artificial Neural Networks, Bristol, UK, September 6-9, 2022, Proceedings, Part III, volume 13531, of Lecture Notes in Computer Science, pages 482–494, 2022. Springer\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
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@inproceedings{DBLP:conf/icann/SilvaLMZTUT22,\n  author       = {Di{\\'{o}}genes Wallis de Fran{\\c{c}}a Silva and\n                  Jo{\\~{a}}o Paulo Silva do Monte Lima and\n                  David Mac{\\^{e}}do and\n                  Cleber Zanchettin and\n                  Diego Gabriel Francis Thomas and\n                  Hideaki Uchiyama and\n                  Veronica Teichrieb},\n  editor       = {Elias Pimenidis and\n                  Plamen P. Angelov and\n                  Chrisina Jayne and\n                  Antonios Papaleonidas and\n                  Mehmet Aydin},\n  title        = {Unsupervised Multi-view Multi-person 3D Pose Estimation Using Reprojection\n                  Error},\n  booktitle    = {Artificial Neural Networks and Machine Learning - {ICANN} 2022 - 31st\n                  International Conference on Artificial Neural Networks, Bristol, UK,\n                  September 6-9, 2022, Proceedings, Part {III}},\n  series       = {Lecture Notes in Computer Science},\n  volume       = {13531},\n  pages        = {482--494},\n  publisher    = {Springer},\n  year         = {2022},\n  url          = {https://doi.org/10.1007/978-3-031-15934-3\\_40},\n  doi          = {10.1007/978-3-031-15934-3\\_40},\n  timestamp    = {Thu, 22 Sep 2022 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/icann/SilvaLMZTUT22.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n LogBERT-BiLSTM: Detecting Malicious Web Requests.\n \n \n \n \n\n\n \n Júnior, L. S. R.; Macêdo, D.; Oliveira, A. L. I.; and Zanchettin, C.\n\n\n \n\n\n\n In Pimenidis, E.; Angelov, P. P.; Jayne, C.; Papaleonidas, A.; and Aydin, M., editor(s), Artificial Neural Networks and Machine Learning - ICANN 2022 - 31st International Conference on Artificial Neural Networks, Bristol, UK, September 6-9, 2022, Proceedings, Part III, volume 13531, of Lecture Notes in Computer Science, pages 704–715, 2022. Springer\n \n\n\n\n
\n\n\n\n \n \n \"LogBERT-BiLSTM: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/icann/JuniorMOZ22,\n  author       = {Levi S. Ramos J{\\'{u}}nior and\n                  David Mac{\\^{e}}do and\n                  Adriano L. I. Oliveira and\n                  Cleber Zanchettin},\n  editor       = {Elias Pimenidis and\n                  Plamen P. Angelov and\n                  Chrisina Jayne and\n                  Antonios Papaleonidas and\n                  Mehmet Aydin},\n  title        = {LogBERT-BiLSTM: Detecting Malicious Web Requests},\n  booktitle    = {Artificial Neural Networks and Machine Learning - {ICANN} 2022 - 31st\n                  International Conference on Artificial Neural Networks, Bristol, UK,\n                  September 6-9, 2022, Proceedings, Part {III}},\n  series       = {Lecture Notes in Computer Science},\n  volume       = {13531},\n  pages        = {704--715},\n  publisher    = {Springer},\n  year         = {2022},\n  url          = {https://doi.org/10.1007/978-3-031-15934-3\\_58},\n  doi          = {10.1007/978-3-031-15934-3\\_58},\n  timestamp    = {Thu, 22 Sep 2022 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/icann/JuniorMOZ22.bib},\n  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 Adapted GRASP Approach for Hyperparameter Search on Deep Networks Applied to Tabular Data.\n \n \n \n \n\n\n \n Silva, A. A. D.; Xavier, A. S.; Macêdo, D.; Zanchettin, C.; and Oliveira, A. L. I.\n\n\n \n\n\n\n In International Joint Conference on Neural Networks, IJCNN 2022, Padua, Italy, July 18-23, 2022, pages 1–8, 2022. IEEE\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
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@inproceedings{DBLP:conf/ijcnn/SilvaXMZO22,\n  author       = {Andersson A. Da Silva and\n                  Amanda S. Xavier and\n                  David Mac{\\^{e}}do and\n                  Cleber Zanchettin and\n                  Adriano L. I. Oliveira},\n  title        = {An Adapted {GRASP} Approach for Hyperparameter Search on Deep Networks\n                  Applied to Tabular Data},\n  booktitle    = {International Joint Conference on Neural Networks, {IJCNN} 2022, Padua,\n                  Italy, July 18-23, 2022},\n  pages        = {1--8},\n  publisher    = {{IEEE}},\n  year         = {2022},\n  url          = {https://doi.org/10.1109/IJCNN55064.2022.9892288},\n  doi          = {10.1109/IJCNN55064.2022.9892288},\n  timestamp    = {Mon, 25 Dec 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/ijcnn/SilvaXMZO22.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Visual Analysis of Deep Learning Methods for Industrial Vacuum Metalized Film Product.\n \n \n \n \n\n\n \n da Rocha Bastos, T. M.; Stragevitch, L.; and Zanchettin, C.\n\n\n \n\n\n\n In Farinella, G. M.; Radeva, P.; and Bouatouch, K., editor(s), Proceedings of the 17th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, VISIGRAPP 2022, Volume 4: VISAPP, Online Streaming, February 6-8, 2022, pages 380–386, 2022. SCITEPRESS\n \n\n\n\n
\n\n\n\n \n \n \"VisualPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/visapp/BastosSZ22,\n  author       = {Thiago Moura da Rocha Bastos and\n                  Luiz Stragevitch and\n                  Cleber Zanchettin},\n  editor       = {Giovanni Maria Farinella and\n                  Petia Radeva and\n                  Kadi Bouatouch},\n  title        = {Visual Analysis of Deep Learning Methods for Industrial Vacuum Metalized\n                  Film Product},\n  booktitle    = {Proceedings of the 17th International Joint Conference on Computer\n                  Vision, Imaging and Computer Graphics Theory and Applications, {VISIGRAPP}\n                  2022, Volume 4: VISAPP, Online Streaming, February 6-8, 2022},\n  pages        = {380--386},\n  publisher    = {{SCITEPRESS}},\n  year         = {2022},\n  url          = {https://doi.org/10.5220/0010815400003124},\n  doi          = {10.5220/0010815400003124},\n  timestamp    = {Tue, 06 Jun 2023 14:58:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/visapp/BastosSZ22.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n ASL-Skeleton3D and ASL-Phono: Two Novel Datasets for the American Sign Language.\n \n \n \n \n\n\n \n de Amorim, C. C.; and Zanchettin, C.\n\n\n \n\n\n\n CoRR, abs/2201.02065. 2022.\n \n\n\n\n
\n\n\n\n \n \n \"ASL-Skeleton3DPaper\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-2201-02065,\n  author       = {Cleison Correia de Amorim and\n                  Cleber Zanchettin},\n  title        = {ASL-Skeleton3D and ASL-Phono: Two Novel Datasets for the American\n                  Sign Language},\n  journal      = {CoRR},\n  volume       = {abs/2201.02065},\n  year         = {2022},\n  url          = {https://arxiv.org/abs/2201.02065},\n  eprinttype    = {arXiv},\n  eprint       = {2201.02065},\n  timestamp    = {Mon, 10 Jan 2022 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-2201-02065.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Distinction Maximization Loss: Efficiently Improving Classification Accuracy, Uncertainty Estimation, and Out-of-Distribution Detection Simply Replacing the Loss and Calibrating.\n \n \n \n \n\n\n \n Macêdo, D.; Zanchettin, C.; and Ludermir, T. B.\n\n\n \n\n\n\n CoRR, abs/2205.05874. 2022.\n \n\n\n\n
\n\n\n\n \n \n \"DistinctionPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \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-2205-05874,\n  author       = {David Mac{\\^{e}}do and\n                  Cleber Zanchettin and\n                  Teresa Bernarda Ludermir},\n  title        = {Distinction Maximization Loss: Efficiently Improving Classification\n                  Accuracy, Uncertainty Estimation, and Out-of-Distribution Detection\n                  Simply Replacing the Loss and Calibrating},\n  journal      = {CoRR},\n  volume       = {abs/2205.05874},\n  year         = {2022},\n  url          = {https://doi.org/10.48550/arXiv.2205.05874},\n  doi          = {10.48550/ARXIV.2205.05874},\n  eprinttype    = {arXiv},\n  eprint       = {2205.05874},\n  timestamp    = {Tue, 17 May 2022 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-2205-05874.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n  \n 2021\n \n \n (10)\n \n \n
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\n \n\n \n \n \n \n \n \n Morphological Skip-Gram: Replacing FastText characters n-gram with morphological knowledge.\n \n \n \n \n\n\n \n Santos, F. A. O.; Bispo, T. D.; Macedo, H. T.; and Zanchettin, C.\n\n\n \n\n\n\n Inteligencia Artif., 24(67): 1–17. 2021.\n \n\n\n\n
\n\n\n\n \n \n \"MorphologicalPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \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/aepia/SantosBMZ21,\n  author       = {Fl{\\'{a}}vio Arthur O. Santos and\n                  Thiago Dias Bispo and\n                  Hendrik Teixeira Macedo and\n                  Cleber Zanchettin},\n  title        = {Morphological Skip-Gram: Replacing FastText characters n-gram with\n                  morphological knowledge},\n  journal      = {Inteligencia Artif.},\n  volume       = {24},\n  number       = {67},\n  pages        = {1--17},\n  year         = {2021},\n  url          = {https://doi.org/10.4114/intartif.vol24iss67pp1-17},\n  doi          = {10.4114/INTARTIF.VOL24ISS67PP1-17},\n  timestamp    = {Tue, 13 Apr 2021 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/aepia/SantosBMZ21.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Intrusion Detection for Cyber-Physical Systems Using Generative Adversarial Networks in Fog Environment.\n \n \n \n \n\n\n \n de Araujo-Filho, P. F.; Kaddoum, G.; Campelo, D. R.; Santos, A. G.; Macêdo, D.; and Zanchettin, C.\n\n\n \n\n\n\n IEEE Internet Things J., 8(8): 6247–6256. 2021.\n \n\n\n\n
\n\n\n\n \n \n \"IntrusionPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \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/iotj/Araujo-FilhoKCS21,\n  author       = {Paulo Freitas de Araujo{-}Filho and\n                  Georges Kaddoum and\n                  Divanilson R. Campelo and\n                  Aline Gondim Santos and\n                  David Mac{\\^{e}}do and\n                  Cleber Zanchettin},\n  title        = {Intrusion Detection for Cyber-Physical Systems Using Generative Adversarial\n                  Networks in Fog Environment},\n  journal      = {{IEEE} Internet Things J.},\n  volume       = {8},\n  number       = {8},\n  pages        = {6247--6256},\n  year         = {2021},\n  url          = {https://doi.org/10.1109/JIOT.2020.3024800},\n  doi          = {10.1109/JIOT.2020.3024800},\n  timestamp    = {Thu, 16 Sep 2021 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/iotj/Araujo-FilhoKCS21.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Construction of Brazilian Regulatory Traffic Sign Recognition Dataset.\n \n \n \n \n\n\n \n Silva, R.; Prado, B. O.; Matos, L. N.; Santos, F. A. O.; Zanchettin, C.; and Novais, P.\n\n\n \n\n\n\n In Tavares, J. M. R. S.; Papa, J. P.; and Hidalgo, M. G., editor(s), Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications - 25th Iberoamerican Congress, CIARP 2021, Porto, Portugal, May 10-13, 2021, Revised Selected Papers, volume 12702, of Lecture Notes in Computer Science, pages 163–172, 2021. Springer\n \n\n\n\n
\n\n\n\n \n \n \"ConstructionPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/ciarp/SilvaPMSZN21,\n  author       = {Rafael Silva and\n                  Bruno O. Prado and\n                  Leonardo N. Matos and\n                  Fl{\\'{a}}vio Arthur O. Santos and\n                  Cleber Zanchettin and\n                  Paulo Novais},\n  editor       = {Jo{\\~{a}}o Manuel R. S. Tavares and\n                  Jo{\\~{a}}o Paulo Papa and\n                  Manuel Gonz{\\'{a}}lez Hidalgo},\n  title        = {Construction of Brazilian Regulatory Traffic Sign Recognition Dataset},\n  booktitle    = {Progress in Pattern Recognition, Image Analysis, Computer Vision,\n                  and Applications - 25th Iberoamerican Congress, {CIARP} 2021, Porto,\n                  Portugal, May 10-13, 2021, Revised Selected Papers},\n  series       = {Lecture Notes in Computer Science},\n  volume       = {12702},\n  pages        = {163--172},\n  publisher    = {Springer},\n  year         = {2021},\n  url          = {https://doi.org/10.1007/978-3-030-93420-0\\_16},\n  doi          = {10.1007/978-3-030-93420-0\\_16},\n  timestamp    = {Tue, 21 Mar 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/ciarp/SilvaPMSZN21.bib},\n  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 Hybrid Post Hoc Interpretability Approach for Deep Neural Networks.\n \n \n \n \n\n\n \n Santos, F. A. O.; Zanchettin, C.; Silva, J. V. S.; Matos, L. N.; and Novais, P.\n\n\n \n\n\n\n In Sanjurjo-González, H.; Pastor-López, I.; Bringas, P. G.; Quintián, H.; and Corchado, E., editor(s), Hybrid Artificial Intelligent Systems - 16th International Conference, HAIS 2021, Bilbao, Spain, September 22-24, 2021, Proceedings, volume 12886, of Lecture Notes in Computer Science, pages 600–610, 2021. Springer\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/hais/SantosZSMN21,\n  author       = {Fl{\\'{a}}vio Arthur Oliveira Santos and\n                  Cleber Zanchettin and\n                  Jos{\\'{e}} Vitor Santos Silva and\n                  Leonardo Nogueira Matos and\n                  Paulo Novais},\n  editor       = {Hugo Sanjurjo{-}Gonz{\\'{a}}lez and\n                  Iker Pastor{-}L{\\'{o}}pez and\n                  Pablo Garc{\\'{\\i}}a Bringas and\n                  H{\\'{e}}ctor Quinti{\\'{a}}n and\n                  Emilio Corchado},\n  title        = {A Hybrid Post Hoc Interpretability Approach for Deep Neural Networks},\n  booktitle    = {Hybrid Artificial Intelligent Systems - 16th International Conference,\n                  {HAIS} 2021, Bilbao, Spain, September 22-24, 2021, Proceedings},\n  series       = {Lecture Notes in Computer Science},\n  volume       = {12886},\n  pages        = {600--610},\n  publisher    = {Springer},\n  year         = {2021},\n  url          = {https://doi.org/10.1007/978-3-030-86271-8\\_50},\n  doi          = {10.1007/978-3-030-86271-8\\_50},\n  timestamp    = {Sat, 25 Dec 2021 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/hais/SantosZSMN21.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Entropic Out-of-Distribution Detection.\n \n \n \n \n\n\n \n Macêdo, D.; Ren, T. I.; Zanchettin, C.; Oliveira, A. L. I.; and Ludermir, T. B.\n\n\n \n\n\n\n In International Joint Conference on Neural Networks, IJCNN 2021, Shenzhen, China, July 18-22, 2021, pages 1–8, 2021. IEEE\n \n\n\n\n
\n\n\n\n \n \n \"EntropicPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\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/MacedoRZOL21,\n  author       = {David Mac{\\^{e}}do and\n                  Tsang Ing Ren and\n                  Cleber Zanchettin and\n                  Adriano L. I. Oliveira and\n                  Teresa Bernarda Ludermir},\n  title        = {Entropic Out-of-Distribution Detection},\n  booktitle    = {International Joint Conference on Neural Networks, {IJCNN} 2021, Shenzhen,\n                  China, July 18-22, 2021},\n  pages        = {1--8},\n  publisher    = {{IEEE}},\n  year         = {2021},\n  url          = {https://doi.org/10.1109/IJCNN52387.2021.9533899},\n  doi          = {10.1109/IJCNN52387.2021.9533899},\n  timestamp    = {Wed, 29 Sep 2021 17:00:55 +0200},\n  biburl       = {https://dblp.org/rec/conf/ijcnn/MacedoRZOL21.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Multi-Class Mobile Money Service Financial Fraud Detection by Integrating Supervised Learning with Adversarial Autoencoders.\n \n \n \n \n\n\n \n Silva, J. C. S.; Macêdo, D.; Zanchettin, C.; Oliveira, A. L. I.; and de Almeida Filho, A. T.\n\n\n \n\n\n\n In International Joint Conference on Neural Networks, IJCNN 2021, Shenzhen, China, July 18-22, 2021, pages 1–7, 2021. IEEE\n \n\n\n\n
\n\n\n\n \n \n \"Multi-ClassPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\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/SilvaMZOF21,\n  author       = {Julio Cezar Soares Silva and\n                  David Mac{\\^{e}}do and\n                  Cleber Zanchettin and\n                  Adriano L. I. Oliveira and\n                  Adiel Teixeira de Almeida Filho},\n  title        = {Multi-Class Mobile Money Service Financial Fraud Detection by Integrating\n                  Supervised Learning with Adversarial Autoencoders},\n  booktitle    = {International Joint Conference on Neural Networks, {IJCNN} 2021, Shenzhen,\n                  China, July 18-22, 2021},\n  pages        = {1--7},\n  publisher    = {{IEEE}},\n  year         = {2021},\n  url          = {https://doi.org/10.1109/IJCNN52387.2021.9533313},\n  doi          = {10.1109/IJCNN52387.2021.9533313},\n  timestamp    = {Sun, 12 Nov 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/ijcnn/SilvaMZOF21.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Identification of Microorganism Colony Odor Signature using InceptionTime.\n \n \n \n \n\n\n \n Vasconcelos, P. M.; Macêdo, D.; Almeida, L. M.; Neto, R. G. L.; Benevides, C. A.; Zanchettin, C.; and Oliveira, A. L. I.\n\n\n \n\n\n\n In 2021 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2021, Melbourne, Australia, October 17-20, 2021, pages 60–65, 2021. IEEE\n \n\n\n\n
\n\n\n\n \n \n \"IdentificationPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/smc/VasconcelosMANB21,\n  author       = {Paulo M. Vasconcelos and\n                  David Mac{\\^{e}}do and\n                  Leandro M. Almeida and\n                  Reginaldo G. L. Neto and\n                  Clayton A. Benevides and\n                  Cleber Zanchettin and\n                  Adriano L. I. Oliveira},\n  title        = {Identification of Microorganism Colony Odor Signature using InceptionTime},\n  booktitle    = {2021 {IEEE} International Conference on Systems, Man, and Cybernetics,\n                  {SMC} 2021, Melbourne, Australia, October 17-20, 2021},\n  pages        = {60--65},\n  publisher    = {{IEEE}},\n  year         = {2021},\n  url          = {https://doi.org/10.1109/SMC52423.2021.9658669},\n  doi          = {10.1109/SMC52423.2021.9658669},\n  timestamp    = {Tue, 11 Jan 2022 08:26:14 +0100},\n  biburl       = {https://dblp.org/rec/conf/smc/VasconcelosMANB21.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Training Aware Sigmoidal Optimizer.\n \n \n \n \n\n\n \n Macêdo, D.; Dreyer, P.; Ludermir, T. B.; and Zanchettin, C.\n\n\n \n\n\n\n CoRR, abs/2102.08716. 2021.\n \n\n\n\n
\n\n\n\n \n \n \"TrainingPaper\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-2102-08716,\n  author       = {David Mac{\\^{e}}do and\n                  Pedro Dreyer and\n                  Teresa Bernarda Ludermir and\n                  Cleber Zanchettin},\n  title        = {Training Aware Sigmoidal Optimizer},\n  journal      = {CoRR},\n  volume       = {abs/2102.08716},\n  year         = {2021},\n  url          = {https://arxiv.org/abs/2102.08716},\n  eprinttype    = {arXiv},\n  eprint       = {2102.08716},\n  timestamp    = {Fri, 19 Feb 2021 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-2102-08716.bib},\n  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 Impact of Interpretability Methods in Active Image Augmentation Method.\n \n \n \n \n\n\n \n Santos, F. A. O.; Zanchettin, C.; Matos, L. N.; and Novais, P.\n\n\n \n\n\n\n CoRR, abs/2102.12354. 2021.\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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@article{DBLP:journals/corr/abs-2102-12354,\n  author       = {Fl{\\'{a}}vio Arthur O. Santos and\n                  Cleber Zanchettin and\n                  Leonardo N. Matos and\n                  Paulo Novais},\n  title        = {On the Impact of Interpretability Methods in Active Image Augmentation\n                  Method},\n  journal      = {CoRR},\n  volume       = {abs/2102.12354},\n  year         = {2021},\n  url          = {https://arxiv.org/abs/2102.12354},\n  eprinttype    = {arXiv},\n  eprint       = {2102.12354},\n  timestamp    = {Mon, 02 Jan 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-2102-12354.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Multi-Cue Adaptive Emotion Recognition Network.\n \n \n \n \n\n\n \n Costa, W. L.; Macêdo, D.; Zanchettin, C.; Figueiredo, L. S.; and Teichrieb, V.\n\n\n \n\n\n\n CoRR, abs/2111.02273. 2021.\n \n\n\n\n
\n\n\n\n \n \n \"Multi-CuePaper\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-2111-02273,\n  author       = {Willams L. Costa and\n                  David Mac{\\^{e}}do and\n                  Cleber Zanchettin and\n                  Lucas Silva Figueiredo and\n                  Veronica Teichrieb},\n  title        = {Multi-Cue Adaptive Emotion Recognition Network},\n  journal      = {CoRR},\n  volume       = {abs/2111.02273},\n  year         = {2021},\n  url          = {https://arxiv.org/abs/2111.02273},\n  eprinttype    = {arXiv},\n  eprint       = {2111.02273},\n  timestamp    = {Fri, 05 Nov 2021 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-2111-02273.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n  \n 2020\n \n \n (16)\n \n \n
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\n \n\n \n \n \n \n \n \n HU-PageScan: a fully convolutional neural network for document page crop.\n \n \n \n \n\n\n \n das Neves Junior, R. B.; Lima, E.; Bezerra, B. L. D.; Zanchettin, C.; and Toselli, A. H.\n\n\n \n\n\n\n IET Image Process., 14(15): 3890–3898. 2020.\n \n\n\n\n
\n\n\n\n \n \n \"HU-PageScan: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/iet-ipr/JuniorLBZT20,\n  author       = {Ricardo Batista das Neves Junior and\n                  Estanislau Lima and\n                  Byron L. D. Bezerra and\n                  Cleber Zanchettin and\n                  Alejandro H. Toselli},\n  title        = {HU-PageScan: a fully convolutional neural network for document page\n                  crop},\n  journal      = {{IET} Image Process.},\n  volume       = {14},\n  number       = {15},\n  pages        = {3890--3898},\n  year         = {2020},\n  url          = {https://doi.org/10.1049/iet-ipr.2020.0532},\n  doi          = {10.1049/IET-IPR.2020.0532},\n  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/iet-ipr/JuniorLBZT20.bib},\n  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 Analysing Similarity Knowledge Transfer by Ensembles.\n \n \n \n \n\n\n \n Pereira, D.; Santos, F. A. O.; Matos, L. N.; Novais, P.; Zanchettin, C.; and Ludermir, T. B.\n\n\n \n\n\n\n In Analide, C.; Novais, P.; Camacho, D.; and Yin, H., editor(s), Intelligent Data Engineering and Automated Learning - IDEAL 2020 - 21st International Conference, Guimaraes, Portugal, November 4-6, 2020, Proceedings, Part II, volume 12490, of Lecture Notes in Computer Science, pages 202–210, 2020. Springer\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/ideal/PereiraSMNZL20,\n  author       = {Danilo Pereira and\n                  Fl{\\'{a}}vio Arthur O. Santos and\n                  Leonardo N. Matos and\n                  Paulo Novais and\n                  Cleber Zanchettin and\n                  Teresa Bernarda Ludermir},\n  editor       = {Cesar Analide and\n                  Paulo Novais and\n                  David Camacho and\n                  Hujun Yin},\n  title        = {On Analysing Similarity Knowledge Transfer by Ensembles},\n  booktitle    = {Intelligent Data Engineering and Automated Learning - {IDEAL} 2020\n                  - 21st International Conference, Guimaraes, Portugal, November 4-6,\n                  2020, Proceedings, Part {II}},\n  series       = {Lecture Notes in Computer Science},\n  volume       = {12490},\n  pages        = {202--210},\n  publisher    = {Springer},\n  year         = {2020},\n  url          = {https://doi.org/10.1007/978-3-030-62365-4\\_20},\n  doi          = {10.1007/978-3-030-62365-4\\_20},\n  timestamp    = {Mon, 02 Jan 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/ideal/PereiraSMNZL20.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n KutralNet: A Portable Deep Learning Model for Fire Recognition.\n \n \n \n \n\n\n \n Ayala, A.; Fernandes, B. J. T.; Cruz, F.; Macêdo, D.; Oliveira, A. L. I.; and Zanchettin, C.\n\n\n \n\n\n\n In 2020 International Joint Conference on Neural Networks, IJCNN 2020, Glasgow, United Kingdom, July 19-24, 2020, pages 1–8, 2020. IEEE\n \n\n\n\n
\n\n\n\n \n \n \"KutralNet: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/ijcnn/AyalaF0MOZ20,\n  author       = {Angel Ayala and\n                  Bruno J. T. Fernandes and\n                  Francisco Cruz and\n                  David Mac{\\^{e}}do and\n                  Adriano L. I. Oliveira and\n                  Cleber Zanchettin},\n  title        = {KutralNet: {A} Portable Deep Learning Model for Fire Recognition},\n  booktitle    = {2020 International Joint Conference on Neural Networks, {IJCNN} 2020,\n                  Glasgow, United Kingdom, July 19-24, 2020},\n  pages        = {1--8},\n  publisher    = {{IEEE}},\n  year         = {2020},\n  url          = {https://doi.org/10.1109/IJCNN48605.2020.9207202},\n  doi          = {10.1109/IJCNN48605.2020.9207202},\n  timestamp    = {Fri, 09 Apr 2021 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/ijcnn/AyalaF0MOZ20.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Squeezed Deep 6DoF Object Detection using Knowledge Distillation.\n \n \n \n \n\n\n \n Felix, H.; Rodrigues, W. M.; Macêdo, D.; Simões, F.; Oliveira, A. L. I.; Teichrieb, V.; and Zanchettin, C.\n\n\n \n\n\n\n In 2020 International Joint Conference on Neural Networks, IJCNN 2020, Glasgow, United Kingdom, July 19-24, 2020, pages 1–7, 2020. IEEE\n \n\n\n\n
\n\n\n\n \n \n \"SqueezedPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\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/FelizRMSOTZ20,\n  author       = {Heitor Felix and\n                  Walber M. Rodrigues and\n                  David Mac{\\^{e}}do and\n                  Francisco Sim{\\~{o}}es and\n                  Adriano L. I. Oliveira and\n                  Veronica Teichrieb and\n                  Cleber Zanchettin},\n  title        = {Squeezed Deep 6DoF Object Detection using Knowledge Distillation},\n  booktitle    = {2020 International Joint Conference on Neural Networks, {IJCNN} 2020,\n                  Glasgow, United Kingdom, July 19-24, 2020},\n  pages        = {1--7},\n  publisher    = {{IEEE}},\n  year         = {2020},\n  url          = {https://doi.org/10.1109/IJCNN48605.2020.9207459},\n  doi          = {10.1109/IJCNN48605.2020.9207459},\n  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/ijcnn/FelizRMSOTZ20.bib},\n  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 Fast Fully Octave Convolutional Neural Network for Document Image Segmentation.\n \n \n \n \n\n\n \n das Neves Junior, R. B.; Verçosa, L. F.; Macedo, D.; Bezerra, B. L. D.; and Zanchettin, C.\n\n\n \n\n\n\n In 2020 International Joint Conference on Neural Networks, IJCNN 2020, Glasgow, United Kingdom, July 19-24, 2020, pages 1–6, 2020. 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/ijcnn/JuniorVMBZ20,\n  author       = {Ricardo Batista das Neves Junior and\n                  Luiz Felipe Ver{\\c{c}}osa and\n                  David Macedo and\n                  Byron Leite Dantas Bezerra and\n                  Cleber Zanchettin},\n  title        = {A Fast Fully Octave Convolutional Neural Network for Document Image\n                  Segmentation},\n  booktitle    = {2020 International Joint Conference on Neural Networks, {IJCNN} 2020,\n                  Glasgow, United Kingdom, July 19-24, 2020},\n  pages        = {1--6},\n  publisher    = {{IEEE}},\n  year         = {2020},\n  url          = {https://doi.org/10.1109/IJCNN48605.2020.9206711},\n  doi          = {10.1109/IJCNN48605.2020.9206711},\n  timestamp    = {Tue, 21 Mar 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/ijcnn/JuniorVMBZ20.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Distantly-Supervised Neural Relation Extraction with Side Information using BERT.\n \n \n \n \n\n\n \n Moreira, J.; Oliveira, C.; Macêdo, D.; Zanchettin, C.; and Barbosa, L.\n\n\n \n\n\n\n In 2020 International Joint Conference on Neural Networks, IJCNN 2020, Glasgow, United Kingdom, July 19-24, 2020, pages 1–7, 2020. IEEE\n \n\n\n\n
\n\n\n\n \n \n \"Distantly-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
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@inproceedings{DBLP:conf/ijcnn/MoreiraOMZB20,\n  author       = {Johny Moreira and\n                  Chaina Oliveira and\n                  David Mac{\\^{e}}do and\n                  Cleber Zanchettin and\n                  Luciano Barbosa},\n  title        = {Distantly-Supervised Neural Relation Extraction with Side Information\n                  using {BERT}},\n  booktitle    = {2020 International Joint Conference on Neural Networks, {IJCNN} 2020,\n                  Glasgow, United Kingdom, July 19-24, 2020},\n  pages        = {1--7},\n  publisher    = {{IEEE}},\n  year         = {2020},\n  url          = {https://doi.org/10.1109/IJCNN48605.2020.9206648},\n  doi          = {10.1109/IJCNN48605.2020.9206648},\n  timestamp    = {Tue, 29 Dec 2020 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/ijcnn/MoreiraOMZB20.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n AM-MobileNet1D: A Portable Model for Speaker Recognition.\n \n \n \n \n\n\n \n Nunes, J. A. C.; Macedo, D.; and Zanchettin, C.\n\n\n \n\n\n\n In 2020 International Joint Conference on Neural Networks, IJCNN 2020, Glasgow, United Kingdom, July 19-24, 2020, pages 1–8, 2020. IEEE\n \n\n\n\n
\n\n\n\n \n \n \"AM-MobileNet1D: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/ijcnn/NunesMZ20,\n  author       = {Jo{\\~{a}}o Ant{\\^{o}}nio Chagas Nunes and\n                  David Macedo and\n                  Cleber Zanchettin},\n  title        = {AM-MobileNet1D: {A} Portable Model for Speaker Recognition},\n  booktitle    = {2020 International Joint Conference on Neural Networks, {IJCNN} 2020,\n                  Glasgow, United Kingdom, July 19-24, 2020},\n  pages        = {1--8},\n  publisher    = {{IEEE}},\n  year         = {2020},\n  url          = {https://doi.org/10.1109/IJCNN48605.2020.9207519},\n  doi          = {10.1109/IJCNN48605.2020.9207519},\n  timestamp    = {Tue, 29 Dec 2020 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/ijcnn/NunesMZ20.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n DQN-AF: Deep Q-Network based Adaptive Forwarding Strategy for Named Data Networking.\n \n \n \n \n\n\n \n de Sena, Y. A. B. L.; Dias, K. L.; and Zanchettin, C.\n\n\n \n\n\n\n In IEEE Latin-American Conference on Communications, LATINCOM 2020, Santo Domingo, Dominican Republic, November 18-20, 2020, pages 1–6, 2020. IEEE\n \n\n\n\n
\n\n\n\n \n \n \"DQN-AF: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/latincom/SenaDZ20,\n  author       = {Ygor Amaral B. L. de Sena and\n                  Kelvin Lopes Dias and\n                  Cleber Zanchettin},\n  title        = {{DQN-AF:} Deep Q-Network based Adaptive Forwarding Strategy for Named\n                  Data Networking},\n  booktitle    = {{IEEE} Latin-American Conference on Communications, {LATINCOM} 2020,\n                  Santo Domingo, Dominican Republic, November 18-20, 2020},\n  pages        = {1--6},\n  publisher    = {{IEEE}},\n  year         = {2020},\n  url          = {https://doi.org/10.1109/LATINCOM50620.2020.9282301},\n  doi          = {10.1109/LATINCOM50620.2020.9282301},\n  timestamp    = {Tue, 26 Jan 2021 16:01:08 +0100},\n  biburl       = {https://dblp.org/rec/conf/latincom/SenaDZ20.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Energy Consumption Optimization for CSMA/CA Protocol Employing Machine Learning.\n \n \n \n \n\n\n \n Barbosa, P. F. C.; da Silva, B. A.; Zanchettin, C.; and de Moraes, R. M.\n\n\n \n\n\n\n In 91st IEEE Vehicular Technology Conference, VTC Spring 2020, Antwerp, Belgium, May 25-28, 2020, pages 1–5, 2020. IEEE\n \n\n\n\n
\n\n\n\n \n \n \"EnergyPaper\n  \n \n\n \n \n doi\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{DBLP:conf/vtc/BarbosaSZM20,\n  author       = {Paulo F. C. Barbosa and\n                  Bruna Alves da Silva and\n                  Cleber Zanchettin and\n                  Renato Mariz de Moraes},\n  title        = {Energy Consumption Optimization for {CSMA/CA} Protocol Employing Machine\n                  Learning},\n  booktitle    = {91st {IEEE} Vehicular Technology Conference, {VTC} Spring 2020, Antwerp,\n                  Belgium, May 25-28, 2020},\n  pages        = {1--5},\n  publisher    = {{IEEE}},\n  year         = {2020},\n  url          = {https://doi.org/10.1109/VTC2020-Spring48590.2020.9128450},\n  doi          = {10.1109/VTC2020-SPRING48590.2020.9128450},\n  timestamp    = {Fri, 24 Feb 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/vtc/BarbosaSZM20.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Squeezed Deep 6DoF Object Detection Using Knowledge Distillation.\n \n \n \n \n\n\n \n Felix, H.; Rodrigues, W. M.; Macêdo, D.; Simões, F.; Oliveira, A. L. I.; Teichrieb, V.; and Zanchettin, C.\n\n\n \n\n\n\n CoRR, abs/2003.13586. 2020.\n \n\n\n\n
\n\n\n\n \n \n \"SqueezedPaper\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-2003-13586,\n  author       = {Heitor Felix and\n                  Walber M. Rodrigues and\n                  David Mac{\\^{e}}do and\n                  Francisco Sim{\\~{o}}es and\n                  Adriano L. I. Oliveira and\n                  Veronica Teichrieb and\n                  Cleber Zanchettin},\n  title        = {Squeezed Deep 6DoF Object Detection Using Knowledge Distillation},\n  journal      = {CoRR},\n  volume       = {abs/2003.13586},\n  year         = {2020},\n  url          = {https://arxiv.org/abs/2003.13586},\n  eprinttype    = {arXiv},\n  eprint       = {2003.13586},\n  timestamp    = {Thu, 02 Apr 2020 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-2003-13586.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n AM-MobileNet1D: A Portable Model for Speaker Recognition.\n \n \n \n \n\n\n \n Nunes, J. A. C.; Macêdo, D.; and Zanchettin, C.\n\n\n \n\n\n\n CoRR, abs/2004.00132. 2020.\n \n\n\n\n
\n\n\n\n \n \n \"AM-MobileNet1D: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-2004-00132,\n  author       = {Jo{\\~{a}}o Ant{\\^{o}}nio Chagas Nunes and\n                  David Mac{\\^{e}}do and\n                  Cleber Zanchettin},\n  title        = {AM-MobileNet1D: {A} Portable Model for Speaker Recognition},\n  journal      = {CoRR},\n  volume       = {abs/2004.00132},\n  year         = {2020},\n  url          = {https://arxiv.org/abs/2004.00132},\n  eprinttype    = {arXiv},\n  eprint       = {2004.00132},\n  timestamp    = {Wed, 08 Apr 2020 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-2004-00132.bib},\n  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 Fast Fully Octave Convolutional Neural Network for Document Image Segmentation.\n \n \n \n \n\n\n \n das Neves Junior, R. B.; Verçosa, L. F.; Macêdo, D.; Bezerra, B. L. D.; and Zanchettin, C.\n\n\n \n\n\n\n CoRR, abs/2004.01317. 2020.\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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@article{DBLP:journals/corr/abs-2004-01317,\n  author       = {Ricardo Batista das Neves Junior and\n                  Luiz Felipe Ver{\\c{c}}osa and\n                  David Mac{\\^{e}}do and\n                  Byron Leite Dantas Bezerra and\n                  Cleber Zanchettin},\n  title        = {A Fast Fully Octave Convolutional Neural Network for Document Image\n                  Segmentation},\n  journal      = {CoRR},\n  volume       = {abs/2004.01317},\n  year         = {2020},\n  url          = {https://arxiv.org/abs/2004.01317},\n  eprinttype    = {arXiv},\n  eprint       = {2004.01317},\n  timestamp    = {Sat, 23 Jan 2021 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-2004-01317.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Distantly-Supervised Neural Relation Extraction with Side Information using BERT.\n \n \n \n \n\n\n \n Moreira, J.; Oliveira, C.; Macedo, D.; Zanchettin, C.; and Barbosa, L.\n\n\n \n\n\n\n CoRR, abs/2004.14443. 2020.\n \n\n\n\n
\n\n\n\n \n \n \"Distantly-SupervisedPaper\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-2004-14443,\n  author       = {Johny Moreira and\n                  Chaina Oliveira and\n                  David Macedo and\n                  Cleber Zanchettin and\n                  Luciano Barbosa},\n  title        = {Distantly-Supervised Neural Relation Extraction with Side Information\n                  using {BERT}},\n  journal      = {CoRR},\n  volume       = {abs/2004.14443},\n  year         = {2020},\n  url          = {https://arxiv.org/abs/2004.14443},\n  eprinttype    = {arXiv},\n  eprint       = {2004.14443},\n  timestamp    = {Sun, 03 May 2020 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-2004-14443.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Morphological Skip-Gram: Using morphological knowledge to improve word representation.\n \n \n \n \n\n\n \n Santos, F. A. O.; Macedo, H. T.; Bispo, T. D.; and Zanchettin, C.\n\n\n \n\n\n\n CoRR, abs/2007.10055. 2020.\n \n\n\n\n
\n\n\n\n \n \n \"MorphologicalPaper\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-2007-10055,\n  author       = {Fl{\\'{a}}vio Arthur O. Santos and\n                  Hendrik T. Macedo and\n                  Thiago Dias Bispo and\n                  Cleber Zanchettin},\n  title        = {Morphological Skip-Gram: Using morphological knowledge to improve\n                  word representation},\n  journal      = {CoRR},\n  volume       = {abs/2007.10055},\n  year         = {2020},\n  url          = {https://arxiv.org/abs/2007.10055},\n  eprinttype    = {arXiv},\n  eprint       = {2007.10055},\n  timestamp    = {Tue, 28 Jul 2020 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-2007-10055.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n KutralNet: A Portable Deep Learning Model for Fire Recognition.\n \n \n \n \n\n\n \n Ayala, A.; Fernandes, B. J. T.; Cruz, F.; Macêdo, D.; Oliveira, A. L. I.; and Zanchettin, C.\n\n\n \n\n\n\n CoRR, abs/2008.06866. 2020.\n \n\n\n\n
\n\n\n\n \n \n \"KutralNet: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-2008-06866,\n  author       = {Angel Ayala and\n                  Bruno J. T. Fernandes and\n                  Francisco Cruz and\n                  David Mac{\\^{e}}do and\n                  Adriano L. I. Oliveira and\n                  Cleber Zanchettin},\n  title        = {KutralNet: {A} Portable Deep Learning Model for Fire Recognition},\n  journal      = {CoRR},\n  volume       = {abs/2008.06866},\n  year         = {2020},\n  url          = {https://arxiv.org/abs/2008.06866},\n  eprinttype    = {arXiv},\n  eprint       = {2008.06866},\n  timestamp    = {Fri, 21 Aug 2020 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-2008-06866.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n DQN-AF: Deep Q-Network based Adaptive Forwarding Strategy for Named Data Networking.\n \n \n \n \n\n\n \n de Sena, Y. A. B. L.; Dias, K. L.; and Zanchettin, C.\n\n\n \n\n\n\n CoRR, abs/2010.09897. 2020.\n \n\n\n\n
\n\n\n\n \n \n \"DQN-AF: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-2010-09897,\n  author       = {Ygor Amaral B. L. de Sena and\n                  Kelvin Lopes Dias and\n                  Cleber Zanchettin},\n  title        = {{DQN-AF:} Deep Q-Network based Adaptive Forwarding Strategy for Named\n                  Data Networking},\n  journal      = {CoRR},\n  volume       = {abs/2010.09897},\n  year         = {2020},\n  url          = {https://arxiv.org/abs/2010.09897},\n  eprinttype    = {arXiv},\n  eprint       = {2010.09897},\n  timestamp    = {Mon, 26 Oct 2020 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-2010-09897.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n  \n 2019\n \n \n (20)\n \n \n
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\n \n\n \n \n \n \n \n \n Enhancing batch normalized convolutional networks using displaced rectifier linear units: A systematic comparative study.\n \n \n \n \n\n\n \n Macêdo, D.; Zanchettin, C.; Oliveira, A. L. I.; and Ludermir, T. B.\n\n\n \n\n\n\n Expert Syst. Appl., 124: 271–281. 2019.\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/eswa/MacedoZOL19,\n  author       = {David Mac{\\^{e}}do and\n                  Cleber Zanchettin and\n                  Adriano L. I. Oliveira and\n                  Teresa Bernarda Ludermir},\n  title        = {Enhancing batch normalized convolutional networks using displaced\n                  rectifier linear units: {A} systematic comparative study},\n  journal      = {Expert Syst. Appl.},\n  volume       = {124},\n  pages        = {271--281},\n  year         = {2019},\n  url          = {https://doi.org/10.1016/j.eswa.2019.01.066},\n  doi          = {10.1016/J.ESWA.2019.01.066},\n  timestamp    = {Fri, 31 May 2019 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/eswa/MacedoZOL19.bib},\n  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 Image Data Augmentation.\n \n \n \n \n\n\n \n Santos, F. A. O.; Zanchettin, C.; Matos, L. N.; and Novais, P.\n\n\n \n\n\n\n In García, H. P.; Sánchez-González, L.; Limas, M. C.; Quintián-Pardo, H.; and Rodríguez, E. S. C., editor(s), Hybrid Artificial Intelligent Systems - 14th International Conference, HAIS 2019, León, Spain, September 4-6, 2019, Proceedings, volume 11734, of Lecture Notes in Computer Science, pages 310–321, 2019. Springer\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
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@inproceedings{DBLP:conf/hais/SantosZMN19,\n  author       = {Fl{\\'{a}}vio Arthur Oliveira Santos and\n                  Cleber Zanchettin and\n                  Leonardo Nogueira Matos and\n                  Paulo Novais},\n  editor       = {Hilde P{\\'{e}}rez Garc{\\'{\\i}}a and\n                  Lidia S{\\'{a}}nchez{-}Gonz{\\'{a}}lez and\n                  Manuel Castej{\\'{o}}n Limas and\n                  H{\\'{e}}ctor Quinti{\\'{a}}n{-}Pardo and\n                  Emilio S. Corchado Rodr{\\'{\\i}}guez},\n  title        = {Active Image Data Augmentation},\n  booktitle    = {Hybrid Artificial Intelligent Systems - 14th International Conference,\n                  {HAIS} 2019, Le{\\'{o}}n, Spain, September 4-6, 2019, Proceedings},\n  series       = {Lecture Notes in Computer Science},\n  volume       = {11734},\n  pages        = {310--321},\n  publisher    = {Springer},\n  year         = {2019},\n  url          = {https://doi.org/10.1007/978-3-030-29859-3\\_27},\n  doi          = {10.1007/978-3-030-29859-3\\_27},\n  timestamp    = {Thu, 05 Sep 2019 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/hais/SantosZMN19.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Squeezed Very Deep Convolutional Neural Networks for Text Classification.\n \n \n \n \n\n\n \n Duque, A. B.; Santos, L. L. J.; Macêdo, D.; and Zanchettin, C.\n\n\n \n\n\n\n In Tetko, I. V.; Kurková, V.; Karpov, P.; and Theis, F. J., editor(s), Artificial Neural Networks and Machine Learning - ICANN 2019: Theoretical Neural Computation - 28th International Conference on Artificial Neural Networks, Munich, Germany, September 17-19, 2019, Proceedings, Part I, volume 11727, of Lecture Notes in Computer Science, pages 193–207, 2019. Springer\n \n\n\n\n
\n\n\n\n \n \n \"SqueezedPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/icann/DuqueSMZ19,\n  author       = {Andr{\\'{e}}a B. Duque and\n                  Lu{\\~{a}} L{\\'{a}}zaro J. Santos and\n                  David Mac{\\^{e}}do and\n                  Cleber Zanchettin},\n  editor       = {Igor V. Tetko and\n                  Vera Kurkov{\\'{a}} and\n                  Pavel Karpov and\n                  Fabian J. Theis},\n  title        = {Squeezed Very Deep Convolutional Neural Networks for Text Classification},\n  booktitle    = {Artificial Neural Networks and Machine Learning - {ICANN} 2019: Theoretical\n                  Neural Computation - 28th International Conference on Artificial Neural\n                  Networks, Munich, Germany, September 17-19, 2019, Proceedings, Part\n                  {I}},\n  series       = {Lecture Notes in Computer Science},\n  volume       = {11727},\n  pages        = {193--207},\n  publisher    = {Springer},\n  year         = {2019},\n  url          = {https://doi.org/10.1007/978-3-030-30487-4\\_16},\n  doi          = {10.1007/978-3-030-30487-4\\_16},\n  timestamp    = {Sat, 19 Oct 2019 20:11:53 +0200},\n  biburl       = {https://dblp.org/rec/conf/icann/DuqueSMZ19.bib},\n  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 Attentional Hybrid Neural Networks for Document Classification.\n \n \n \n \n\n\n \n Abreu, J.; Fred, L.; Macêdo, D.; and Zanchettin, C.\n\n\n \n\n\n\n In Tetko, I. V.; Kurková, V.; Karpov, P.; and Theis, F. J., editor(s), Artificial Neural Networks and Machine Learning - ICANN 2019 - 28th International Conference on Artificial Neural Networks, Munich, Germany, September 17-19, 2019, Proceedings - Workshop and Special Sessions, volume 11731, of Lecture Notes in Computer Science, pages 396–402, 2019. Springer\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
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@inproceedings{DBLP:conf/icann/AbreuFMZ19,\n  author       = {Jader Abreu and\n                  Luis Fred and\n                  David Mac{\\^{e}}do and\n                  Cleber Zanchettin},\n  editor       = {Igor V. Tetko and\n                  Vera Kurkov{\\'{a}} and\n                  Pavel Karpov and\n                  Fabian J. Theis},\n  title        = {Hierarchical Attentional Hybrid Neural Networks for Document Classification},\n  booktitle    = {Artificial Neural Networks and Machine Learning - {ICANN} 2019 - 28th\n                  International Conference on Artificial Neural Networks, Munich, Germany,\n                  September 17-19, 2019, Proceedings - Workshop and Special Sessions},\n  series       = {Lecture Notes in Computer Science},\n  volume       = {11731},\n  pages        = {396--402},\n  publisher    = {Springer},\n  year         = {2019},\n  url          = {https://doi.org/10.1007/978-3-030-30493-5\\_39},\n  doi          = {10.1007/978-3-030-30493-5\\_39},\n  timestamp    = {Sat, 19 Oct 2019 20:11:52 +0200},\n  biburl       = {https://dblp.org/rec/conf/icann/AbreuFMZ19.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Improving Deep Image Clustering with Spatial Transformer Layers.\n \n \n \n \n\n\n \n Souza, T. V. M.; and Zanchettin, C.\n\n\n \n\n\n\n In Tetko, I. V.; Kurková, V.; Karpov, P.; and Theis, F. J., editor(s), Artificial Neural Networks and Machine Learning - ICANN 2019: Text and Time Series - 28th International Conference on Artificial Neural Networks, Munich, Germany, September 17-19, 2019, Proceedings, Part IV, volume 11730, of Lecture Notes in Computer Science, pages 641–654, 2019. Springer\n \n\n\n\n
\n\n\n\n \n \n \"ImprovingPaper\n  \n \n\n \n \n doi\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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@inproceedings{DBLP:conf/icann/SouzaZ19,\n  author       = {Thiago V. M. Souza and\n                  Cleber Zanchettin},\n  editor       = {Igor V. Tetko and\n                  Vera Kurkov{\\'{a}} and\n                  Pavel Karpov and\n                  Fabian J. Theis},\n  title        = {Improving Deep Image Clustering with Spatial Transformer Layers},\n  booktitle    = {Artificial Neural Networks and Machine Learning - {ICANN} 2019: Text\n                  and Time Series - 28th International Conference on Artificial Neural\n                  Networks, Munich, Germany, September 17-19, 2019, Proceedings, Part\n                  {IV}},\n  series       = {Lecture Notes in Computer Science},\n  volume       = {11730},\n  pages        = {641--654},\n  publisher    = {Springer},\n  year         = {2019},\n  url          = {https://doi.org/10.1007/978-3-030-30490-4\\_51},\n  doi          = {10.1007/978-3-030-30490-4\\_51},\n  timestamp    = {Sat, 19 Oct 2019 20:11:55 +0200},\n  biburl       = {https://dblp.org/rec/conf/icann/SouzaZ19.bib},\n  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-Temporal Graph Convolutional Networks for Sign Language Recognition.\n \n \n \n \n\n\n \n de Amorim, C. C.; Macêdo, D.; and Zanchettin, C.\n\n\n \n\n\n\n In Tetko, I. V.; Kurková, V.; Karpov, P.; and Theis, F. J., editor(s), Artificial Neural Networks and Machine Learning - ICANN 2019 - 28th International Conference on Artificial Neural Networks, Munich, Germany, September 17-19, 2019, Proceedings - Workshop and Special Sessions, volume 11731, of Lecture Notes in Computer Science, pages 646–657, 2019. Springer\n \n\n\n\n
\n\n\n\n \n \n \"Spatial-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 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{DBLP:conf/icann/AmorimMZ19,\n  author       = {Cleison Correia de Amorim and\n                  David Mac{\\^{e}}do and\n                  Cleber Zanchettin},\n  editor       = {Igor V. Tetko and\n                  Vera Kurkov{\\'{a}} and\n                  Pavel Karpov and\n                  Fabian J. Theis},\n  title        = {Spatial-Temporal Graph Convolutional Networks for Sign Language Recognition},\n  booktitle    = {Artificial Neural Networks and Machine Learning - {ICANN} 2019 - 28th\n                  International Conference on Artificial Neural Networks, Munich, Germany,\n                  September 17-19, 2019, Proceedings - Workshop and Special Sessions},\n  series       = {Lecture Notes in Computer Science},\n  volume       = {11731},\n  pages        = {646--657},\n  publisher    = {Springer},\n  year         = {2019},\n  url          = {https://doi.org/10.1007/978-3-030-30493-5\\_59},\n  doi          = {10.1007/978-3-030-30493-5\\_59},\n  timestamp    = {Mon, 23 Sep 2019 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/icann/AmorimMZ19.bib},\n  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 Centroid Insertion and Adjustment for Data Sets with Multiple Imbalanced Classes.\n \n \n \n \n\n\n \n Silva, E. J. R.; and Zanchettin, C.\n\n\n \n\n\n\n In Tetko, I. V.; Kurková, V.; Karpov, P.; and Theis, F. J., editor(s), Artificial Neural Networks and Machine Learning - ICANN 2019: Deep Learning - 28th International Conference on Artificial Neural Networks, Munich, Germany, September 17-19, 2019, Proceedings, Part II, volume 11728, of Lecture Notes in Computer Science, pages 766–778, 2019. Springer\n \n\n\n\n
\n\n\n\n \n \n \"DynamicPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/icann/SilvaZ19,\n  author       = {Evandro J. R. Silva and\n                  Cleber Zanchettin},\n  editor       = {Igor V. Tetko and\n                  Vera Kurkov{\\'{a}} and\n                  Pavel Karpov and\n                  Fabian J. Theis},\n  title        = {Dynamic Centroid Insertion and Adjustment for Data Sets with Multiple\n                  Imbalanced Classes},\n  booktitle    = {Artificial Neural Networks and Machine Learning - {ICANN} 2019: Deep\n                  Learning - 28th International Conference on Artificial Neural Networks,\n                  Munich, Germany, September 17-19, 2019, Proceedings, Part {II}},\n  series       = {Lecture Notes in Computer Science},\n  volume       = {11728},\n  pages        = {766--778},\n  publisher    = {Springer},\n  year         = {2019},\n  url          = {https://doi.org/10.1007/978-3-030-30484-3\\_60},\n  doi          = {10.1007/978-3-030-30484-3\\_60},\n  timestamp    = {Sat, 19 Oct 2019 20:11:52 +0200},\n  biburl       = {https://dblp.org/rec/conf/icann/SilvaZ19.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Speeding-up the Handwritten Signature Segmentation Process through an Optimized Fully Convolutional Neural Network.\n \n \n \n \n\n\n \n Silva, P. G. S.; Junior, C. A. M. L.; Lima, E.; Bezerra, B. L. D.; and Zanchettin, C.\n\n\n \n\n\n\n In 2019 International Conference on Document Analysis and Recognition, ICDAR 2019, Sydney, Australia, September 20-25, 2019, pages 1417–1423, 2019. IEEE\n \n\n\n\n
\n\n\n\n \n \n \"Speeding-upPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/icdar/SilvaJLBZ19,\n  author       = {Paloma G. S. Silva and\n                  Celso A. M. Lopes Junior and\n                  Estanislau Lima and\n                  Byron L. D. Bezerra and\n                  Cleber Zanchettin},\n  title        = {Speeding-up the Handwritten Signature Segmentation Process through\n                  an Optimized Fully Convolutional Neural Network},\n  booktitle    = {2019 International Conference on Document Analysis and Recognition,\n                  {ICDAR} 2019, Sydney, Australia, September 20-25, 2019},\n  pages        = {1417--1423},\n  publisher    = {{IEEE}},\n  year         = {2019},\n  url          = {https://doi.org/10.1109/ICDAR.2019.00228},\n  doi          = {10.1109/ICDAR.2019.00228},\n  timestamp    = {Mon, 15 Jun 2020 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/icdar/SilvaJLBZ19.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Towards Optimizing Convolutional Neural Networks for Robotic Surgery Skill Evaluation.\n \n \n \n \n\n\n \n Castro, D.; Pereira, D.; Zanchettin, C.; Macêdo, D.; and Bezerra, B. L. D.\n\n\n \n\n\n\n In International Joint Conference on Neural Networks, IJCNN 2019 Budapest, Hungary, July 14-19, 2019, pages 1–8, 2019. IEEE\n \n\n\n\n
\n\n\n\n \n \n \"TowardsPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\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/CastroPZMB19,\n  author       = {Dayvid Castro and\n                  Danilo Pereira and\n                  Cleber Zanchettin and\n                  David Mac{\\^{e}}do and\n                  Byron L. D. Bezerra},\n  title        = {Towards Optimizing Convolutional Neural Networks for Robotic Surgery\n                  Skill Evaluation},\n  booktitle    = {International Joint Conference on Neural Networks, {IJCNN} 2019 Budapest,\n                  Hungary, July 14-19, 2019},\n  pages        = {1--8},\n  publisher    = {{IEEE}},\n  year         = {2019},\n  url          = {https://doi.org/10.1109/IJCNN.2019.8852341},\n  doi          = {10.1109/IJCNN.2019.8852341},\n  timestamp    = {Mon, 15 Jun 2020 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/ijcnn/CastroPZMB19.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Heartbeat Anomaly Detection using Adversarial Oversampling.\n \n \n \n \n\n\n \n Lima, J. L. P.; Macêdo, D.; and Zanchettin, C.\n\n\n \n\n\n\n In International Joint Conference on Neural Networks, IJCNN 2019 Budapest, Hungary, July 14-19, 2019, pages 1–7, 2019. IEEE\n \n\n\n\n
\n\n\n\n \n \n \"HeartbeatPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\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/LimaMZ19,\n  author       = {Jefferson L. P. Lima and\n                  David Mac{\\^{e}}do and\n                  Cleber Zanchettin},\n  title        = {Heartbeat Anomaly Detection using Adversarial Oversampling},\n  booktitle    = {International Joint Conference on Neural Networks, {IJCNN} 2019 Budapest,\n                  Hungary, July 14-19, 2019},\n  pages        = {1--7},\n  publisher    = {{IEEE}},\n  year         = {2019},\n  url          = {https://doi.org/10.1109/IJCNN.2019.8852242},\n  doi          = {10.1109/IJCNN.2019.8852242},\n  timestamp    = {Fri, 27 Dec 2019 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/ijcnn/LimaMZ19.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Additive Margin SincNet for Speaker Recognition.\n \n \n \n \n\n\n \n Nunes, J. A. C.; Macêdo, D.; and Zanchettin, C.\n\n\n \n\n\n\n In International Joint Conference on Neural Networks, IJCNN 2019 Budapest, Hungary, July 14-19, 2019, pages 1–5, 2019. IEEE\n \n\n\n\n
\n\n\n\n \n \n \"AdditivePaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\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/NunesMZ19,\n  author       = {Jo{\\~{a}}o Ant{\\^{o}}nio Chagas Nunes and\n                  David Mac{\\^{e}}do and\n                  Cleber Zanchettin},\n  title        = {Additive Margin SincNet for Speaker Recognition},\n  booktitle    = {International Joint Conference on Neural Networks, {IJCNN} 2019 Budapest,\n                  Hungary, July 14-19, 2019},\n  pages        = {1--5},\n  publisher    = {{IEEE}},\n  year         = {2019},\n  url          = {https://doi.org/10.1109/IJCNN.2019.8852112},\n  doi          = {10.1109/IJCNN.2019.8852112},\n  timestamp    = {Fri, 27 Dec 2019 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/ijcnn/NunesMZ19.bib},\n  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 Influence of the Color Model for Image Boundary Detection Algorithms based on Convolutional Neural Networks.\n \n \n \n \n\n\n \n dos Santos, T. J.; Mello, C. A. B.; Zanchettin, C.; and de Souza, T. V. M.\n\n\n \n\n\n\n In International Joint Conference on Neural Networks, IJCNN 2019 Budapest, Hungary, July 14-19, 2019, pages 1–8, 2019. IEEE\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/ijcnn/SantosMZS19,\n  author       = {Tiago J. dos Santos and\n                  Carlos A. B. Mello and\n                  Cleber Zanchettin and\n                  Thiago V. M. de Souza},\n  title        = {On the Influence of the Color Model for Image Boundary Detection Algorithms\n                  based on Convolutional Neural Networks},\n  booktitle    = {International Joint Conference on Neural Networks, {IJCNN} 2019 Budapest,\n                  Hungary, July 14-19, 2019},\n  pages        = {1--8},\n  publisher    = {{IEEE}},\n  year         = {2019},\n  url          = {https://doi.org/10.1109/IJCNN.2019.8851701},\n  doi          = {10.1109/IJCNN.2019.8851701},\n  timestamp    = {Mon, 26 Jun 2023 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/ijcnn/SantosMZS19.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Improving Universal Language Model Fine-Tuning using Attention Mechanism.\n \n \n \n \n\n\n \n Santos, F. A. O.; Ponce-Guevara, K. L.; Macêdo, D.; and Zanchettin, C.\n\n\n \n\n\n\n In International Joint Conference on Neural Networks, IJCNN 2019 Budapest, Hungary, July 14-19, 2019, pages 1–7, 2019. IEEE\n \n\n\n\n
\n\n\n\n \n \n \"ImprovingPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\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/SantosPMZ19,\n  author       = {Fl{\\'{a}}vio Arthur O. Santos and\n                  Karina L. Ponce{-}Guevara and\n                  David Mac{\\^{e}}do and\n                  Cleber Zanchettin},\n  title        = {Improving Universal Language Model Fine-Tuning using Attention Mechanism},\n  booktitle    = {International Joint Conference on Neural Networks, {IJCNN} 2019 Budapest,\n                  Hungary, July 14-19, 2019},\n  pages        = {1--7},\n  publisher    = {{IEEE}},\n  year         = {2019},\n  url          = {https://doi.org/10.1109/IJCNN.2019.8852398},\n  doi          = {10.1109/IJCNN.2019.8852398},\n  timestamp    = {Fri, 27 Dec 2019 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/ijcnn/SantosPMZ19.bib},\n  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 Attentional Hybrid Neural Networks for Document Classification.\n \n \n \n \n\n\n \n Abreu, J.; Fred, L.; Macêdo, D.; and Zanchettin, C.\n\n\n \n\n\n\n CoRR, abs/1901.06610. 2019.\n \n\n\n\n
\n\n\n\n \n \n \"HierarchicalPaper\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-1901-06610,\n  author       = {Jader Abreu and\n                  Luis Fred and\n                  David Mac{\\^{e}}do and\n                  Cleber Zanchettin},\n  title        = {Hierarchical Attentional Hybrid Neural Networks for Document Classification},\n  journal      = {CoRR},\n  volume       = {abs/1901.06610},\n  year         = {2019},\n  url          = {http://arxiv.org/abs/1901.06610},\n  eprinttype    = {arXiv},\n  eprint       = {1901.06610},\n  timestamp    = {Fri, 01 Feb 2019 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-1901-06610.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Squeezed Very Deep Convolutional Neural Networks for Text Classification.\n \n \n \n \n\n\n \n Duque, A. B.; Santos, L. L. J.; Macêdo, D.; and Zanchettin, C.\n\n\n \n\n\n\n CoRR, abs/1901.09821. 2019.\n \n\n\n\n
\n\n\n\n \n \n \"SqueezedPaper\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-1901-09821,\n  author       = {Andr{\\'{e}}a B. Duque and\n                  Lu{\\~{a}} L{\\'{a}}zaro J. Santos and\n                  David Mac{\\^{e}}do and\n                  Cleber Zanchettin},\n  title        = {Squeezed Very Deep Convolutional Neural Networks for Text Classification},\n  journal      = {CoRR},\n  volume       = {abs/1901.09821},\n  year         = {2019},\n  url          = {http://arxiv.org/abs/1901.09821},\n  eprinttype    = {arXiv},\n  eprint       = {1901.09821},\n  timestamp    = {Sat, 02 Feb 2019 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-1901-09821.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Heartbeat Anomaly Detection using Adversarial Oversampling.\n \n \n \n \n\n\n \n Lima, J. L. P.; Macêdo, D.; and Zanchettin, C.\n\n\n \n\n\n\n CoRR, abs/1901.09972. 2019.\n \n\n\n\n
\n\n\n\n \n \n \"HeartbeatPaper\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-1901-09972,\n  author       = {Jefferson L. P. Lima and\n                  David Mac{\\^{e}}do and\n                  Cleber Zanchettin},\n  title        = {Heartbeat Anomaly Detection using Adversarial Oversampling},\n  journal      = {CoRR},\n  volume       = {abs/1901.09972},\n  year         = {2019},\n  url          = {http://arxiv.org/abs/1901.09972},\n  eprinttype    = {arXiv},\n  eprint       = {1901.09972},\n  timestamp    = {Sat, 02 Feb 2019 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-1901-09972.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Additive Margin SincNet for Speaker Recognition.\n \n \n \n \n\n\n \n Nunes, J. A. C.; Macêdo, D.; and Zanchettin, C.\n\n\n \n\n\n\n CoRR, abs/1901.10826. 2019.\n \n\n\n\n
\n\n\n\n \n \n \"AdditivePaper\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-1901-10826,\n  author       = {Jo{\\~{a}}o Ant{\\^{o}}nio Chagas Nunes and\n                  David Mac{\\^{e}}do and\n                  Cleber Zanchettin},\n  title        = {Additive Margin SincNet for Speaker Recognition},\n  journal      = {CoRR},\n  volume       = {abs/1901.10826},\n  year         = {2019},\n  url          = {http://arxiv.org/abs/1901.10826},\n  eprinttype    = {arXiv},\n  eprint       = {1901.10826},\n  timestamp    = {Sun, 03 Feb 2019 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-1901-10826.bib},\n  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-Temporal Graph Convolutional Networks for Sign Language Recognition.\n \n \n \n \n\n\n \n de Amorim, C. C.; Macêdo, D.; and Zanchettin, C.\n\n\n \n\n\n\n CoRR, abs/1901.11164. 2019.\n \n\n\n\n
\n\n\n\n \n \n \"Spatial-TemporalPaper\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{DBLP:journals/corr/abs-1901-11164,\n  author       = {Cleison Correia de Amorim and\n                  David Mac{\\^{e}}do and\n                  Cleber Zanchettin},\n  title        = {Spatial-Temporal Graph Convolutional Networks for Sign Language Recognition},\n  journal      = {CoRR},\n  volume       = {abs/1901.11164},\n  year         = {2019},\n  url          = {http://arxiv.org/abs/1901.11164},\n  eprinttype    = {arXiv},\n  eprint       = {1901.11164},\n  timestamp    = {Mon, 04 Feb 2019 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-1901-11164.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Improving Deep Image Clustering With Spatial Transformer Layers.\n \n \n \n \n\n\n \n Souza, T. V. M.; and Zanchettin, C.\n\n\n \n\n\n\n CoRR, abs/1902.05401. 2019.\n \n\n\n\n
\n\n\n\n \n \n \"ImprovingPaper\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{DBLP:journals/corr/abs-1902-05401,\n  author       = {Thiago V. M. Souza and\n                  Cleber Zanchettin},\n  title        = {Improving Deep Image Clustering With Spatial Transformer Layers},\n  journal      = {CoRR},\n  volume       = {abs/1902.05401},\n  year         = {2019},\n  url          = {http://arxiv.org/abs/1902.05401},\n  eprinttype    = {arXiv},\n  eprint       = {1902.05401},\n  timestamp    = {Tue, 21 May 2019 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-1902-05401.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Distinction Maximization Loss: Fast, Scalable, Turnkey, and Native Neural Networks Out-of-Distribution Detection simply by Replacing the SoftMax Loss.\n \n \n \n \n\n\n \n Macêdo, D.; Ren, T. I.; Zanchettin, C.; Oliveira, A. L. I.; Tapp, A.; and Ludermir, T. B.\n\n\n \n\n\n\n CoRR, abs/1908.05569. 2019.\n \n\n\n\n
\n\n\n\n \n \n \"DistinctionPaper\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-1908-05569,\n  author       = {David Mac{\\^{e}}do and\n                  Tsang Ing Ren and\n                  Cleber Zanchettin and\n                  Adriano L. I. Oliveira and\n                  Alain Tapp and\n                  Teresa Bernarda Ludermir},\n  title        = {Distinction Maximization Loss: Fast, Scalable, Turnkey, and Native\n                  Neural Networks Out-of-Distribution Detection simply by Replacing\n                  the SoftMax Loss},\n  journal      = {CoRR},\n  volume       = {abs/1908.05569},\n  year         = {2019},\n  url          = {http://arxiv.org/abs/1908.05569},\n  eprinttype    = {arXiv},\n  eprint       = {1908.05569},\n  timestamp    = {Mon, 26 Aug 2019 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-1908-05569.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n  \n 2018\n \n \n (3)\n \n \n
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\n \n\n \n \n \n \n \n \n Gesture recognition: A review focusing on sign language in a mobile context.\n \n \n \n \n\n\n \n Neiva, D. H.; and Zanchettin, C.\n\n\n \n\n\n\n Expert Syst. Appl., 103: 159–183. 2018.\n \n\n\n\n
\n\n\n\n \n \n \"GesturePaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \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/eswa/NeivaZ18,\n  author       = {Davi Hirafuji Neiva and\n                  Cleber Zanchettin},\n  title        = {Gesture recognition: {A} review focusing on sign language in a mobile\n                  context},\n  journal      = {Expert Syst. Appl.},\n  volume       = {103},\n  pages        = {159--183},\n  year         = {2018},\n  url          = {https://doi.org/10.1016/j.eswa.2018.01.051},\n  doi          = {10.1016/J.ESWA.2018.01.051},\n  timestamp    = {Thu, 03 May 2018 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/eswa/NeivaZ18.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n SegNetRes-CRF: A Deep Convolutional Encoder-Decoder Architecture for Semantic Image Segmentation.\n \n \n \n \n\n\n \n de Oliveira Junior, L. A.; Medeiros, H. R.; Macedo, D.; Zanchettin, C.; Oliveira, A. L. I.; and Ludermir, T. B.\n\n\n \n\n\n\n In 2018 International Joint Conference on Neural Networks, IJCNN 2018, Rio de Janeiro, Brazil, July 8-13, 2018, pages 1–6, 2018. IEEE\n \n\n\n\n
\n\n\n\n \n \n \"SegNetRes-CRF: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/ijcnn/JuniorMMZOL18,\n  author       = {Luiz Antonio de Oliveira Junior and\n                  Heitor R. Medeiros and\n                  David Macedo and\n                  Cleber Zanchettin and\n                  Adriano L. I. Oliveira and\n                  Teresa Bernarda Ludermir},\n  title        = {SegNetRes-CRF: {A} Deep Convolutional Encoder-Decoder Architecture\n                  for Semantic Image Segmentation},\n  booktitle    = {2018 International Joint Conference on Neural Networks, {IJCNN} 2018,\n                  Rio de Janeiro, Brazil, July 8-13, 2018},\n  pages        = {1--6},\n  publisher    = {{IEEE}},\n  year         = {2018},\n  url          = {https://doi.org/10.1109/IJCNN.2018.8489376},\n  doi          = {10.1109/IJCNN.2018.8489376},\n  timestamp    = {Wed, 16 Oct 2019 14:14:55 +0200},\n  biburl       = {https://dblp.org/rec/conf/ijcnn/JuniorMMZOL18.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Reducing SqueezeNet Storage Size with Depthwise Separable Convolutions.\n \n \n \n \n\n\n \n Santos, A. G.; de Souza, C. O.; Zanchettin, C.; Macedo, D.; Oliveira, A. L. I.; and Ludermir, T. B.\n\n\n \n\n\n\n In 2018 International Joint Conference on Neural Networks, IJCNN 2018, Rio de Janeiro, Brazil, July 8-13, 2018, pages 1–6, 2018. IEEE\n \n\n\n\n
\n\n\n\n \n \n \"ReducingPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\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/SantosSZMOL18,\n  author       = {Aline Gondim Santos and\n                  Camila Oliveira de Souza and\n                  Cleber Zanchettin and\n                  David Macedo and\n                  Adriano L. I. Oliveira and\n                  Teresa Bernarda Ludermir},\n  title        = {Reducing SqueezeNet Storage Size with Depthwise Separable Convolutions},\n  booktitle    = {2018 International Joint Conference on Neural Networks, {IJCNN} 2018,\n                  Rio de Janeiro, Brazil, July 8-13, 2018},\n  pages        = {1--6},\n  publisher    = {{IEEE}},\n  year         = {2018},\n  url          = {https://doi.org/10.1109/IJCNN.2018.8489442},\n  doi          = {10.1109/IJCNN.2018.8489442},\n  timestamp    = {Wed, 25 Sep 2019 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/ijcnn/SantosSZMOL18.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n  \n 2017\n \n \n (2)\n \n \n
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\n \n\n \n \n \n \n \n \n QRNN: q -Generalized Random Neural Network.\n \n \n \n \n\n\n \n Stosic, D.; Stosic, D.; Zanchettin, C.; Ludermir, T. B.; and Stosic, B. D.\n\n\n \n\n\n\n IEEE Trans. Neural Networks Learn. Syst., 28(2): 383–390. 2017.\n \n\n\n\n
\n\n\n\n \n \n \"QRNN: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/tnn/StosicSZLS17,\n  author       = {Dusan Stosic and\n                  Darko Stosic and\n                  Cleber Zanchettin and\n                  Teresa Bernarda Ludermir and\n                  Borko D. Stosic},\n  title        = {{QRNN:} q -Generalized Random Neural Network},\n  journal      = {{IEEE} Trans. Neural Networks Learn. Syst.},\n  volume       = {28},\n  number       = {2},\n  pages        = {383--390},\n  year         = {2017},\n  url          = {https://doi.org/10.1109/TNNLS.2015.2513365},\n  doi          = {10.1109/TNNLS.2015.2513365},\n  timestamp    = {Fri, 09 Apr 2021 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/tnn/StosicSZLS17.bib},\n  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 Impact of Dataset Complexity on Transfer Learning over Convolutional Neural Networks.\n \n \n \n \n\n\n \n de S. Wanderley, M. D.; de A. e Bueno, L.; Zanchettin, C.; and Oliveira, A. L. I.\n\n\n \n\n\n\n In Lintas, A.; Rovetta, S.; Verschure, P. F. M. J.; and Villa, A. E. P., editor(s), Artificial Neural Networks and Machine Learning - ICANN 2017 - 26th International Conference on Artificial Neural Networks, Alghero, Italy, September 11-14, 2017, Proceedings, Part II, volume 10614, of Lecture Notes in Computer Science, pages 582–589, 2017. Springer\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/icann/WanderleyBZO17,\n  author       = {Miguel D. de S. Wanderley and\n                  Leonardo de A. e Bueno and\n                  Cleber Zanchettin and\n                  Adriano L. I. Oliveira},\n  editor       = {Alessandra Lintas and\n                  Stefano Rovetta and\n                  Paul F. M. J. Verschure and\n                  Alessandro E. P. Villa},\n  title        = {The Impact of Dataset Complexity on Transfer Learning over Convolutional\n                  Neural Networks},\n  booktitle    = {Artificial Neural Networks and Machine Learning - {ICANN} 2017 - 26th\n                  International Conference on Artificial Neural Networks, Alghero, Italy,\n                  September 11-14, 2017, Proceedings, Part {II}},\n  series       = {Lecture Notes in Computer Science},\n  volume       = {10614},\n  pages        = {582--589},\n  publisher    = {Springer},\n  year         = {2017},\n  url          = {https://doi.org/10.1007/978-3-319-68612-7\\_66},\n  doi          = {10.1007/978-3-319-68612-7\\_66},\n  timestamp    = {Fri, 27 Mar 2020 08:51:30 +0100},\n  biburl       = {https://dblp.org/rec/conf/icann/WanderleyBZO17.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n  \n 2016\n \n \n (6)\n \n \n
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\n \n\n \n \n \n \n \n \n An efficient static gesture recognizer embedded system based on ELM pattern recognition algorithm.\n \n \n \n \n\n\n \n Cambuim, L. F. S.; Macieira, R. M.; de Paula Neto, F. M.; Barros, E.; Ludermir, T. B.; and Zanchettin, C.\n\n\n \n\n\n\n J. Syst. Archit., 68: 1–16. 2016.\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
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@article{DBLP:journals/jsa/CambuimMNBLZ16,\n  author       = {Lucas F. S. Cambuim and\n                  Rafael M. Macieira and\n                  Fernando M. de Paula Neto and\n                  Edna Barros and\n                  Teresa Bernarda Ludermir and\n                  Cleber Zanchettin},\n  title        = {An efficient static gesture recognizer embedded system based on {ELM}\n                  pattern recognition algorithm},\n  journal      = {J. Syst. Archit.},\n  volume       = {68},\n  pages        = {1--16},\n  year         = {2016},\n  url          = {https://doi.org/10.1016/j.sysarc.2016.06.002},\n  doi          = {10.1016/J.SYSARC.2016.06.002},\n  timestamp    = {Mon, 24 Feb 2020 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/jsa/CambuimMNBLZ16.bib},\n  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 Voronoi Diagram Based Classifier for Multiclass Imbalanced Data Sets.\n \n \n \n \n\n\n \n Silva, E. J. R.; and Zanchettin, C.\n\n\n \n\n\n\n In 5th Brazilian Conference on Intelligent Systems, BRACIS 2016, Recife, Brazil, October 9-12, 2016, pages 109–114, 2016. 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/bracis/SilvaZ16,\n  author       = {Evandro J. R. Silva and\n                  Cleber Zanchettin},\n  title        = {A Voronoi Diagram Based Classifier for Multiclass Imbalanced Data\n                  Sets},\n  booktitle    = {5th Brazilian Conference on Intelligent Systems, {BRACIS} 2016, Recife,\n                  Brazil, October 9-12, 2016},\n  pages        = {109--114},\n  publisher    = {{IEEE} Computer Society},\n  year         = {2016},\n  url          = {https://doi.org/10.1109/BRACIS.2016.030},\n  doi          = {10.1109/BRACIS.2016.030},\n  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/bracis/SilvaZ16.bib},\n  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 Dynamic Gesture Recognition System to Translate between Sign Languages in Complex Backgrounds.\n \n \n \n \n\n\n \n Neiva, D. H.; and Zanchettin, C.\n\n\n \n\n\n\n In 5th Brazilian Conference on Intelligent Systems, BRACIS 2016, Recife, Brazil, October 9-12, 2016, pages 421–426, 2016. 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/bracis/NeivaZ16,\n  author       = {Davi Hirafuji Neiva and\n                  Cleber Zanchettin},\n  title        = {A Dynamic Gesture Recognition System to Translate between Sign Languages\n                  in Complex Backgrounds},\n  booktitle    = {5th Brazilian Conference on Intelligent Systems, {BRACIS} 2016, Recife,\n                  Brazil, October 9-12, 2016},\n  pages        = {421--426},\n  publisher    = {{IEEE} Computer Society},\n  year         = {2016},\n  url          = {https://doi.org/10.1109/BRACIS.2016.082},\n  doi          = {10.1109/BRACIS.2016.082},\n  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/bracis/NeivaZ16.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Building Ensembles with Classifier Selection Using Self-Organizing Maps.\n \n \n \n \n\n\n \n Almeida, L. M.; Zanchettin, C.; and Leite, H. P. B.\n\n\n \n\n\n\n In 5th Brazilian Conference on Intelligent Systems, BRACIS 2016, Recife, Brazil, October 9-12, 2016, pages 450–455, 2016. IEEE Computer Society\n \n\n\n\n
\n\n\n\n \n \n \"BuildingPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/bracis/AlmeidaZL16,\n  author       = {Leandro Maciel Almeida and\n                  Cleber Zanchettin and\n                  Hilton Pintor Bezerra Leite},\n  title        = {Building Ensembles with Classifier Selection Using Self-Organizing\n                  Maps},\n  booktitle    = {5th Brazilian Conference on Intelligent Systems, {BRACIS} 2016, Recife,\n                  Brazil, October 9-12, 2016},\n  pages        = {450--455},\n  publisher    = {{IEEE} Computer Society},\n  year         = {2016},\n  url          = {https://doi.org/10.1109/BRACIS.2016.087},\n  doi          = {10.1109/BRACIS.2016.087},\n  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/bracis/AlmeidaZL16.bib},\n  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 Validation Setup for Multiclass Imbalanced Data Sets.\n \n \n \n \n\n\n \n Silva, E. J. R.; and Zanchettin, C.\n\n\n \n\n\n\n In 5th Brazilian Conference on Intelligent Systems, BRACIS 2016, Recife, Brazil, October 9-12, 2016, pages 468–473, 2016. 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/bracis/SilvaZ16a,\n  author       = {Evandro J. R. Silva and\n                  Cleber Zanchettin},\n  title        = {On Validation Setup for Multiclass Imbalanced Data Sets},\n  booktitle    = {5th Brazilian Conference on Intelligent Systems, {BRACIS} 2016, Recife,\n                  Brazil, October 9-12, 2016},\n  pages        = {468--473},\n  publisher    = {{IEEE} Computer Society},\n  year         = {2016},\n  url          = {https://doi.org/10.1109/BRACIS.2016.090},\n  doi          = {10.1109/BRACIS.2016.090},\n  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/bracis/SilvaZ16a.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Objective Video Quality Assessment Based on Neural Networks.\n \n \n \n \n\n\n \n Menor, D. P. A.; Mello, C. A. B.; and Zanchettin, C.\n\n\n \n\n\n\n In Howlett, R. J.; Jain, L. C.; Gabrys, B.; Toro, C.; and Lim, C. P., editor(s), Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 20th International Conference KES-2016, York, UK, 5-7 September 2016, volume 96, of Procedia Computer Science, pages 1551–1559, 2016. Elsevier\n \n\n\n\n
\n\n\n\n \n \n \"ObjectivePaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/kes/MenorMZ16,\n  author       = {Diego P. A. Menor and\n                  Carlos A. B. Mello and\n                  Cleber Zanchettin},\n  editor       = {Robert J. Howlett and\n                  Lakhmi C. Jain and\n                  Bogdan Gabrys and\n                  Carlos Toro and\n                  Chee Peng Lim},\n  title        = {Objective Video Quality Assessment Based on Neural Networks},\n  booktitle    = {Knowledge-Based and Intelligent Information {\\&} Engineering Systems:\n                  Proceedings of the 20th International Conference KES-2016, York, UK,\n                  5-7 September 2016},\n  series       = {Procedia Computer Science},\n  volume       = {96},\n  pages        = {1551--1559},\n  publisher    = {Elsevier},\n  year         = {2016},\n  url          = {https://doi.org/10.1016/j.procs.2016.08.202},\n  doi          = {10.1016/J.PROCS.2016.08.202},\n  timestamp    = {Mon, 26 Jun 2023 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/kes/MenorMZ16.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n  \n 2015\n \n \n (2)\n \n \n
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\n \n\n \n \n \n \n \n \n Extreme Learning Machine for Real Time Recognition of Brazilian Sign Language.\n \n \n \n \n\n\n \n de Paula Neto, F. M.; Cambuim, L. F. S.; Macieira, R. M.; Ludermir, T. B.; Zanchettin, C.; and da Silva Barros, E. N.\n\n\n \n\n\n\n In 2015 IEEE International Conference on Systems, Man, and Cybernetics, Kowloon Tong, Hong Kong, October 9-12, 2015, pages 1464–1469, 2015. IEEE\n \n\n\n\n
\n\n\n\n \n \n \"ExtremePaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/smc/NetoCMLZB15,\n  author       = {Fernando M. de Paula Neto and\n                  Lucas F. S. Cambuim and\n                  Rafael M. Macieira and\n                  Teresa Bernarda Ludermir and\n                  Cleber Zanchettin and\n                  Edna Natividade da Silva Barros},\n  title        = {Extreme Learning Machine for Real Time Recognition of Brazilian Sign\n                  Language},\n  booktitle    = {2015 {IEEE} International Conference on Systems, Man, and Cybernetics,\n                  Kowloon Tong, Hong Kong, October 9-12, 2015},\n  pages        = {1464--1469},\n  publisher    = {{IEEE}},\n  year         = {2015},\n  url          = {https://doi.org/10.1109/SMC.2015.259},\n  doi          = {10.1109/SMC.2015.259},\n  timestamp    = {Wed, 16 Oct 2019 14:14:51 +0200},\n  biburl       = {https://dblp.org/rec/conf/smc/NetoCMLZB15.bib},\n  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 Existence of a Threshold in Class Imbalance Problems.\n \n \n \n \n\n\n \n Silva, E. J. R.; and Zanchettin, C.\n\n\n \n\n\n\n In 2015 IEEE International Conference on Systems, Man, and Cybernetics, Kowloon Tong, Hong Kong, October 9-12, 2015, pages 2714–2719, 2015. IEEE\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/smc/SilvaZ15,\n  author       = {Evandro J. R. Silva and\n                  Cleber Zanchettin},\n  title        = {On the Existence of a Threshold in Class Imbalance Problems},\n  booktitle    = {2015 {IEEE} International Conference on Systems, Man, and Cybernetics,\n                  Kowloon Tong, Hong Kong, October 9-12, 2015},\n  pages        = {2714--2719},\n  publisher    = {{IEEE}},\n  year         = {2015},\n  url          = {https://doi.org/10.1109/SMC.2015.474},\n  doi          = {10.1109/SMC.2015.474},\n  timestamp    = {Fri, 02 Nov 2018 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/smc/SilvaZ15.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\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 Advances in intelligent systems.\n \n \n \n \n\n\n \n Ludermir, T. B.; Zanchettin, C.; and Lorena, A. C.\n\n\n \n\n\n\n Neurocomputing, 127: 1–3. 2014.\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
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@article{DBLP:journals/ijon/LudermirZL14,\n  author       = {Teresa Bernarda Ludermir and\n                  Cleber Zanchettin and\n                  Ana Carolina Lorena},\n  title        = {Advances in intelligent systems},\n  journal      = {Neurocomputing},\n  volume       = {127},\n  pages        = {1--3},\n  year         = {2014},\n  url          = {https://doi.org/10.1016/j.neucom.2013.07.040},\n  doi          = {10.1016/J.NEUCOM.2013.07.040},\n  timestamp    = {Sun, 02 Jun 2019 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/ijon/LudermirZL14.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Face recognition based on global and local features.\n \n \n \n \n\n\n \n Zanchettin, C.\n\n\n \n\n\n\n In Cho, Y.; Shin, S. Y.; Kim, S.; Hung, C.; and Hong, J., editor(s), Symposium on Applied Computing, SAC 2014, Gyeongju, Republic of Korea - March 24 - 28, 2014, pages 55–57, 2014. ACM\n \n\n\n\n
\n\n\n\n \n \n \"FacePaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\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/Zanchettin14,\n  author       = {Cleber Zanchettin},\n  editor       = {Yookun Cho and\n                  Sung Y. Shin and\n                  Sang{-}Wook Kim and\n                  Chih{-}Cheng Hung and\n                  Jiman Hong},\n  title        = {Face recognition based on global and local features},\n  booktitle    = {Symposium on Applied Computing, {SAC} 2014, Gyeongju, Republic of\n                  Korea - March 24 - 28, 2014},\n  pages        = {55--57},\n  publisher    = {{ACM}},\n  year         = {2014},\n  url          = {https://doi.org/10.1145/2554850.2555078},\n  doi          = {10.1145/2554850.2555078},\n  timestamp    = {Tue, 06 Nov 2018 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/sac/Zanchettin14.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Utilização de Morfismo como Classificador para Verificação de Assinaturas Off-line.\n \n \n \n \n\n\n \n de Melo, L.; Zanchettin, C.; Queiroz, A. A. L.; and Alencar, G. D.\n\n\n \n\n\n\n In Baião, F. A.; and Zarpelão, B. B., editor(s), Proceedings of the 10th Brazilian Symposium on Information Systems, SBSI 2014, Londrina, Brazil, May 27-30, 2014, pages 687–698, 2014. \n \n\n\n\n
\n\n\n\n \n \n \"UtilizaçãoPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/sbsi/MeloZQA14,\n  author       = {Lucindo de Melo and\n                  Cleber Zanchettin and\n                  Anderson Apolonio Lira Queiroz and\n                  Gliner Dias Alencar},\n  editor       = {Fernanda Ara{\\'{u}}jo Bai{\\~{a}}o and\n                  Bruno Bogaz Zarpel{\\~{a}}o},\n  title        = {Utiliza{\\c{c}}{\\~{a}}o de Morfismo como Classificador para Verifica{\\c{c}}{\\~{a}}o\n                  de Assinaturas Off-line},\n  booktitle    = {Proceedings of the 10th Brazilian Symposium on Information Systems,\n                  {SBSI} 2014, Londrina, Brazil, May 27-30, 2014},\n  pages        = {687--698},\n  year         = {2014},\n  url          = {https://doi.org/10.5753/sbsi.2014.6156},\n  doi          = {10.5753/SBSI.2014.6156},\n  timestamp    = {Thu, 15 Feb 2024 13:27:26 +0100},\n  biburl       = {https://dblp.org/rec/conf/sbsi/MeloZQA14.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Handwriting recognition system for mobile accessibility to the visually impaired people.\n \n \n \n \n\n\n \n Gouveia, F. M.; Bezerra, B. L. D.; Zanchettin, C.; and Meneses, J. R. J.\n\n\n \n\n\n\n In 2014 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2014, San Diego, CA, USA, October 5-8, 2014, pages 3918–3923, 2014. IEEE\n \n\n\n\n
\n\n\n\n \n \n \"HandwritingPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{DBLP:conf/smc/GouveiaBZM14,\n  author       = {Felipe Mendonca Gouveia and\n                  Byron Leite Dantas Bezerra and\n                  Cleber Zanchettin and\n                  Joao Raul Jardim Meneses},\n  title        = {Handwriting recognition system for mobile accessibility to the visually\n                  impaired people},\n  booktitle    = {2014 {IEEE} International Conference on Systems, Man, and Cybernetics,\n                  {SMC} 2014, San Diego, CA, USA, October 5-8, 2014},\n  pages        = {3918--3923},\n  publisher    = {{IEEE}},\n  year         = {2014},\n  url          = {https://doi.org/10.1109/SMC.2014.6974543},\n  doi          = {10.1109/SMC.2014.6974543},\n  timestamp    = {Wed, 16 Oct 2019 14:14:51 +0200},\n  biburl       = {https://dblp.org/rec/conf/smc/GouveiaBZM14.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n  \n 2013\n \n \n (2)\n \n \n
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\n \n\n \n \n \n \n \n \n An adaptive thresholding algorithm based on edge detection and morphological operations for document images.\n \n \n \n \n\n\n \n de Paiva Neves, R. F.; Zanchettin, C.; and Mello, C. A. B.\n\n\n \n\n\n\n In Marinai, S.; and Marriott, K., editor(s), ACM Symposium on Document Engineering 2013, DocEng '13, Florence, Italy, September 10-13, 2013, pages 107–110, 2013. ACM\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
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@inproceedings{DBLP:conf/doceng/NevesZM13,\n  author       = {Renata Freire de Paiva Neves and\n                  Cleber Zanchettin and\n                  Carlos Alexandre Barros Mello},\n  editor       = {Simone Marinai and\n                  Kim Marriott},\n  title        = {An adaptive thresholding algorithm based on edge detection and morphological\n                  operations for document images},\n  booktitle    = {{ACM} Symposium on Document Engineering 2013, DocEng '13, Florence,\n                  Italy, September 10-13, 2013},\n  pages        = {107--110},\n  publisher    = {{ACM}},\n  year         = {2013},\n  url          = {https://doi.org/10.1145/2494266.2494301},\n  doi          = {10.1145/2494266.2494301},\n  timestamp    = {Mon, 26 Jun 2023 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/doceng/NevesZM13.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Metaclasses and zoning for handwritten document recognition.\n \n \n \n \n\n\n \n Macário, V.; Silva, G. F. P.; Souza, M. R. P.; Zanchettin, C.; and Cavalcanti, G. D. C.\n\n\n \n\n\n\n In The 2013 International Joint Conference on Neural Networks, IJCNN 2013, Dallas, TX, USA, August 4-9, 2013, pages 1–5, 2013. IEEE\n \n\n\n\n
\n\n\n\n \n \n \"MetaclassesPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\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/MacarioSSZC13,\n  author       = {V. Mac{\\'{a}}rio and\n                  G. F. P. Silva and\n                  Milena R. P. Souza and\n                  Cleber Zanchettin and\n                  George D. C. Cavalcanti},\n  title        = {Metaclasses and zoning for handwritten document recognition},\n  booktitle    = {The 2013 International Joint Conference on Neural Networks, {IJCNN}\n                  2013, Dallas, TX, USA, August 4-9, 2013},\n  pages        = {1--5},\n  publisher    = {{IEEE}},\n  year         = {2013},\n  url          = {https://doi.org/10.1109/IJCNN.2013.6707056},\n  doi          = {10.1109/IJCNN.2013.6707056},\n  timestamp    = {Wed, 16 Oct 2019 14:14:55 +0200},\n  biburl       = {https://dblp.org/rec/conf/ijcnn/MacarioSSZC13.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n  \n 2012\n \n \n (6)\n \n \n
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\n \n\n \n \n \n \n \n \n An Efficient Way of Combining SVMs for Handwritten Digit Recognition.\n \n \n \n \n\n\n \n Neves, R. F. P.; Zanchettin, C.; and Filho, A. N. G. L.\n\n\n \n\n\n\n In Villa, A. E. P.; Duch, W.; Érdi, P.; Masulli, F.; and Palm, G., editor(s), Artificial Neural Networks and Machine Learning - ICANN 2012 - 22nd International Conference on Artificial Neural Networks, Lausanne, Switzerland, September 11-14, 2012, Proceedings, Part II, volume 7553, of Lecture Notes in Computer Science, pages 229–237, 2012. Springer\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
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@inproceedings{DBLP:conf/icann/NevesZF12,\n  author       = {Renata F. P. Neves and\n                  Cleber Zanchettin and\n                  Alberto N. G. Lopes Filho},\n  editor       = {Alessandro E. P. Villa and\n                  Wlodzislaw Duch and\n                  P{\\'{e}}ter {\\'{E}}rdi and\n                  Francesco Masulli and\n                  G{\\"{u}}nther Palm},\n  title        = {An Efficient Way of Combining SVMs for Handwritten Digit Recognition},\n  booktitle    = {Artificial Neural Networks and Machine Learning - {ICANN} 2012 - 22nd\n                  International Conference on Artificial Neural Networks, Lausanne,\n                  Switzerland, September 11-14, 2012, Proceedings, Part {II}},\n  series       = {Lecture Notes in Computer Science},\n  volume       = {7553},\n  pages        = {229--237},\n  publisher    = {Springer},\n  year         = {2012},\n  url          = {https://doi.org/10.1007/978-3-642-33266-1\\_29},\n  doi          = {10.1007/978-3-642-33266-1\\_29},\n  timestamp    = {Tue, 14 May 2019 10:00:49 +0200},\n  biburl       = {https://dblp.org/rec/conf/icann/NevesZF12.bib},\n  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 MDRNN-SVM Hybrid Model for Cursive Offline Handwriting Recognition.\n \n \n \n \n\n\n \n Bezerra, B. L. D.; Zanchettin, C.; and de Andrade, V. B.\n\n\n \n\n\n\n In Villa, A. E. P.; Duch, W.; Érdi, P.; Masulli, F.; and Palm, G., editor(s), Artificial Neural Networks and Machine Learning - ICANN 2012 - 22nd International Conference on Artificial Neural Networks, Lausanne, Switzerland, September 11-14, 2012, Proceedings, Part II, volume 7553, of Lecture Notes in Computer Science, pages 246–254, 2012. Springer\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/icann/BezerraZA12,\n  author       = {Byron Leite Dantas Bezerra and\n                  Cleber Zanchettin and\n                  Vin{\\'{\\i}}cius Braga de Andrade},\n  editor       = {Alessandro E. P. Villa and\n                  Wlodzislaw Duch and\n                  P{\\'{e}}ter {\\'{E}}rdi and\n                  Francesco Masulli and\n                  G{\\"{u}}nther Palm},\n  title        = {A {MDRNN-SVM} Hybrid Model for Cursive Offline Handwriting Recognition},\n  booktitle    = {Artificial Neural Networks and Machine Learning - {ICANN} 2012 - 22nd\n                  International Conference on Artificial Neural Networks, Lausanne,\n                  Switzerland, September 11-14, 2012, Proceedings, Part {II}},\n  series       = {Lecture Notes in Computer Science},\n  volume       = {7553},\n  pages        = {246--254},\n  publisher    = {Springer},\n  year         = {2012},\n  url          = {https://doi.org/10.1007/978-3-642-33266-1\\_31},\n  doi          = {10.1007/978-3-642-33266-1\\_31},\n  timestamp    = {Fri, 02 Nov 2018 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/icann/BezerraZA12.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Offline handwritten signature verification through network radial basis functions optimized by Differential Evolution.\n \n \n \n \n\n\n \n de Medeiros Napoles, S. H. L.; and Zanchettin, C.\n\n\n \n\n\n\n In The 2012 International Joint Conference on Neural Networks (IJCNN), Brisbane, Australia, June 10-15, 2012, pages 1–5, 2012. IEEE\n \n\n\n\n
\n\n\n\n \n \n \"OfflinePaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\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/NapolesZ12,\n  author       = {Saulo Henrique Leoncio de Medeiros Napoles and\n                  Cleber Zanchettin},\n  title        = {Offline handwritten signature verification through network radial\n                  basis functions optimized by Differential Evolution},\n  booktitle    = {The 2012 International Joint Conference on Neural Networks (IJCNN),\n                  Brisbane, Australia, June 10-15, 2012},\n  pages        = {1--5},\n  publisher    = {{IEEE}},\n  year         = {2012},\n  url          = {https://doi.org/10.1109/IJCNN.2012.6252720},\n  doi          = {10.1109/IJCNN.2012.6252720},\n  timestamp    = {Wed, 16 Oct 2019 14:14:55 +0200},\n  biburl       = {https://dblp.org/rec/conf/ijcnn/NapolesZ12.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Odor recognition systems for natural gas odorization monitoring.\n \n \n \n \n\n\n \n Zanchettin, C.; Almeida, L. M.; Menezes, F. D.; Ludermir, T. B.; and Azevedo, W. M.\n\n\n \n\n\n\n In The 2012 International Joint Conference on Neural Networks (IJCNN), Brisbane, Australia, June 10-15, 2012, pages 1–8, 2012. IEEE\n \n\n\n\n
\n\n\n\n \n \n \"OdorPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\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/ZanchettinAMLA12,\n  author       = {Cleber Zanchettin and\n                  Leandro M. Almeida and\n                  Frederico D. Menezes and\n                  Teresa Bernarda Ludermir and\n                  Walter M. Azevedo},\n  title        = {Odor recognition systems for natural gas odorization monitoring},\n  booktitle    = {The 2012 International Joint Conference on Neural Networks (IJCNN),\n                  Brisbane, Australia, June 10-15, 2012},\n  pages        = {1--8},\n  publisher    = {{IEEE}},\n  year         = {2012},\n  url          = {https://doi.org/10.1109/IJCNN.2012.6252601},\n  doi          = {10.1109/IJCNN.2012.6252601},\n  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/ijcnn/ZanchettinAMLA12.bib},\n  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 KNN-SVM hybrid model for cursive handwriting recognition.\n \n \n \n \n\n\n \n Zanchettin, C.; Bezerra, B. L. D.; and Azevedo, W. W.\n\n\n \n\n\n\n In The 2012 International Joint Conference on Neural Networks (IJCNN), Brisbane, Australia, June 10-15, 2012, pages 1–8, 2012. 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/ijcnn/ZanchettinBA12,\n  author       = {Cleber Zanchettin and\n                  Byron Leite Dantas Bezerra and\n                  Washington W. Azevedo},\n  title        = {A {KNN-SVM} hybrid model for cursive handwriting recognition},\n  booktitle    = {The 2012 International Joint Conference on Neural Networks (IJCNN),\n                  Brisbane, Australia, June 10-15, 2012},\n  pages        = {1--8},\n  publisher    = {{IEEE}},\n  year         = {2012},\n  url          = {https://doi.org/10.1109/IJCNN.2012.6252719},\n  doi          = {10.1109/IJCNN.2012.6252719},\n  timestamp    = {Fri, 02 Nov 2018 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/ijcnn/ZanchettinBA12.bib},\n  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 Hybrid RNN Model for Cursive Offline Handwriting Recognition.\n \n \n \n \n\n\n \n Bezerra, B. L. D.; Zanchettin, C.; and de Andrade, V. B.\n\n\n \n\n\n\n In Lorena, A. C.; Thomaz, C. E.; and Pozo, A. T. R., editor(s), 2012 Brazilian Symposium on Neural Networks, Curitiba, Paraná, Brazil, October 20-25, 2012, pages 113–118, 2012. 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/sbrn/BezerraZA12,\n  author       = {Byron Leite Dantas Bezerra and\n                  Cleber Zanchettin and\n                  Vin{\\'{\\i}}cius Braga de Andrade},\n  editor       = {Ana Carolina Lorena and\n                  Carlos Eduardo Thomaz and\n                  Aurora Trinidad Ramirez Pozo},\n  title        = {A Hybrid {RNN} Model for Cursive Offline Handwriting Recognition},\n  booktitle    = {2012 Brazilian Symposium on Neural Networks, Curitiba, Paran{\\'{a}},\n                  Brazil, October 20-25, 2012},\n  pages        = {113--118},\n  publisher    = {{IEEE} Computer Society},\n  year         = {2012},\n  url          = {https://doi.org/10.1109/SBRN.2012.41},\n  doi          = {10.1109/SBRN.2012.41},\n  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/sbrn/BezerraZA12.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n  \n 2011\n \n \n (6)\n \n \n
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\n \n\n \n \n \n \n \n \n Feature and algorithm selection with Hybrid Intelligent Techniques.\n \n \n \n \n\n\n \n Ludermir, T. B.; Prudêncio, R. B. C.; and Zanchettin, C.\n\n\n \n\n\n\n Int. J. Hybrid Intell. Syst., 8(3): 115–116. 2011.\n \n\n\n\n
\n\n\n\n \n \n \"FeaturePaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \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/ijhis/LudermirPZ11,\n  author       = {Teresa Bernarda Ludermir and\n                  Ricardo Bastos Cavalcante Prud{\\^{e}}ncio and\n                  Cleber Zanchettin},\n  title        = {Feature and algorithm selection with Hybrid Intelligent Techniques},\n  journal      = {Int. J. Hybrid Intell. Syst.},\n  volume       = {8},\n  number       = {3},\n  pages        = {115--116},\n  year         = {2011},\n  url          = {https://doi.org/10.3233/HIS-2011-0132},\n  doi          = {10.3233/HIS-2011-0132},\n  timestamp    = {Sun, 02 Jun 2019 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/ijhis/LudermirPZ11.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Hybrid Training Method for MLP: Optimization of Architecture and Training.\n \n \n \n \n\n\n \n Zanchettin, C.; Ludermir, T. B.; and Almeida, L. M.\n\n\n \n\n\n\n IEEE Trans. Syst. Man Cybern. Part B, 41(4): 1097–1109. 2011.\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
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@article{DBLP:journals/tsmc/ZanchettinLA11,\n  author       = {Cleber Zanchettin and\n                  Teresa Bernarda Ludermir and\n                  Leandro M. Almeida},\n  title        = {Hybrid Training Method for {MLP:} Optimization of Architecture and\n                  Training},\n  journal      = {{IEEE} Trans. Syst. Man Cybern. Part {B}},\n  volume       = {41},\n  number       = {4},\n  pages        = {1097--1109},\n  year         = {2011},\n  url          = {https://doi.org/10.1109/TSMCB.2011.2107035},\n  doi          = {10.1109/TSMCB.2011.2107035},\n  timestamp    = {Mon, 18 May 2020 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/tsmc/ZanchettinLA11.bib},\n  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 MLP-SVM hybrid model for cursive handwriting recognition.\n \n \n \n \n\n\n \n Azevedo, W. W.; and Zanchettin, C.\n\n\n \n\n\n\n In The 2011 International Joint Conference on Neural Networks, IJCNN 2011, San Jose, California, USA, July 31 - August 5, 2011, pages 843–850, 2011. 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/ijcnn/AzevedoZ11,\n  author       = {Washington W. Azevedo and\n                  Cleber Zanchettin},\n  title        = {A {MLP-SVM} hybrid model for cursive handwriting recognition},\n  booktitle    = {The 2011 International Joint Conference on Neural Networks, {IJCNN}\n                  2011, San Jose, California, USA, July 31 - August 5, 2011},\n  pages        = {843--850},\n  publisher    = {{IEEE}},\n  year         = {2011},\n  url          = {https://doi.org/10.1109/IJCNN.2011.6033309},\n  doi          = {10.1109/IJCNN.2011.6033309},\n  timestamp    = {Wed, 16 Oct 2019 14:14:55 +0200},\n  biburl       = {https://dblp.org/rec/conf/ijcnn/AzevedoZ11.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Evolving Clonal Adaptive Resonance Theory based on ECOS theory.\n \n \n \n \n\n\n \n Alexandrino, J. L.; Zanchettin, C.; and de Barros Carvalho Filho, E. C.\n\n\n \n\n\n\n In The 2011 International Joint Conference on Neural Networks, IJCNN 2011, San Jose, California, USA, July 31 - August 5, 2011, pages 2039–2046, 2011. IEEE\n \n\n\n\n
\n\n\n\n \n \n \"EvolvingPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\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/AlexandrinoZF11,\n  author       = {Jose Lima Alexandrino and\n                  Cleber Zanchettin and\n                  Edson Costa de Barros Carvalho Filho},\n  title        = {Evolving Clonal Adaptive Resonance Theory based on {ECOS} theory},\n  booktitle    = {The 2011 International Joint Conference on Neural Networks, {IJCNN}\n                  2011, San Jose, California, USA, July 31 - August 5, 2011},\n  pages        = {2039--2046},\n  publisher    = {{IEEE}},\n  year         = {2011},\n  url          = {https://doi.org/10.1109/IJCNN.2011.6033477},\n  doi          = {10.1109/IJCNN.2011.6033477},\n  timestamp    = {Fri, 02 Nov 2018 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/ijcnn/AlexandrinoZF11.bib},\n  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 SVM based off-line handwritten digit recognizer.\n \n \n \n \n\n\n \n Neves, R. F. P.; Filho, A. N. G. L.; Mello, C. A. B.; and Zanchettin, C.\n\n\n \n\n\n\n In Proceedings of the IEEE International Conference on Systems, Man and Cybernetics, Anchorage, Alaska, USA, October 9-12, 2011, pages 510–515, 2011. 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/smc/NevesFMZ11,\n  author       = {Renata F. P. Neves and\n                  Alberto N. G. Lopes Filho and\n                  Carlos A. B. Mello and\n                  Cleber Zanchettin},\n  title        = {A {SVM} based off-line handwritten digit recognizer},\n  booktitle    = {Proceedings of the {IEEE} International Conference on Systems, Man\n                  and Cybernetics, Anchorage, Alaska, USA, October 9-12, 2011},\n  pages        = {510--515},\n  publisher    = {{IEEE}},\n  year         = {2011},\n  url          = {https://doi.org/10.1109/ICSMC.2011.6083734},\n  doi          = {10.1109/ICSMC.2011.6083734},\n  timestamp    = {Mon, 26 Jun 2023 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/smc/NevesFMZ11.bib},\n  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 Multi-Layer Perceptron approach to threshold documents with complex background.\n \n \n \n \n\n\n \n Rabelo, J. C. B.; Zanchettin, C.; Mello, C. A. B.; and Bezerra, B. L. D.\n\n\n \n\n\n\n In Proceedings of the IEEE International Conference on Systems, Man and Cybernetics, Anchorage, Alaska, USA, October 9-12, 2011, pages 2523–2530, 2011. 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/smc/RabeloZMB11,\n  author       = {Juliano C. B. Rabelo and\n                  Cleber Zanchettin and\n                  Carlos A. B. Mello and\n                  Byron L. D. Bezerra},\n  title        = {A Multi-Layer Perceptron approach to threshold documents with complex\n                  background},\n  booktitle    = {Proceedings of the {IEEE} International Conference on Systems, Man\n                  and Cybernetics, Anchorage, Alaska, USA, October 9-12, 2011},\n  pages        = {2523--2530},\n  publisher    = {{IEEE}},\n  year         = {2011},\n  url          = {https://doi.org/10.1109/ICSMC.2011.6084056},\n  doi          = {10.1109/ICSMC.2011.6084056},\n  timestamp    = {Mon, 26 Jun 2023 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/smc/RabeloZMB11.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n  \n 2010\n \n \n (1)\n \n \n
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\n \n\n \n \n \n \n \n \n Design of Experiments in Neuro-Fuzzy Systems.\n \n \n \n \n\n\n \n Zanchettin, C.; Minku, L. L.; and Ludermir, T. B.\n\n\n \n\n\n\n Int. J. Comput. Intell. Appl., 9(2): 137–152. 2010.\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/ijcia/ZanchettinML10,\n  author       = {Cleber Zanchettin and\n                  Leandro L. Minku and\n                  Teresa Bernarda Ludermir},\n  title        = {Design of Experiments in Neuro-Fuzzy Systems},\n  journal      = {Int. J. Comput. Intell. Appl.},\n  volume       = {9},\n  number       = {2},\n  pages        = {137--152},\n  year         = {2010},\n  url          = {https://doi.org/10.1142/S1469026810002823},\n  doi          = {10.1142/S1469026810002823},\n  timestamp    = {Tue, 25 Aug 2020 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/ijcia/ZanchettinML10.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n  \n 2009\n \n \n (2)\n \n \n
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\n \n\n \n \n \n \n \n Hybrid Optimization Technique for Artificial Neural Networks Design.\n \n \n \n\n\n \n Zanchettin, C.; and Ludermir, T. B.\n\n\n \n\n\n\n In Cordeiro, J.; and Filipe, J., editor(s), ICEIS 2009 - Proceedings of the 11th International Conference on Enterprise Information Systems, Volume AIDSS, Milan, Italy, May 6-10, 2009, pages 242–247, 2009. \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/iceis/ZanchettinL09,\n  author       = {Cleber Zanchettin and\n                  Teresa Bernarda Ludermir},\n  editor       = {Jos{\\'{e}} Cordeiro and\n                  Joaquim Filipe},\n  title        = {Hybrid Optimization Technique for Artificial Neural Networks Design},\n  booktitle    = {{ICEIS} 2009 - Proceedings of the 11th International Conference on\n                  Enterprise Information Systems, Volume AIDSS, Milan, Italy, May 6-10,\n                  2009},\n  pages        = {242--247},\n  year         = {2009},\n  timestamp    = {Thu, 10 Sep 2009 09:32:47 +0200},\n  biburl       = {https://dblp.org/rec/conf/iceis/ZanchettinL09.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Hybrid intelligent immune system using Radial Basis Function applied to Time Series Analysis.\n \n \n \n \n\n\n \n Alexandrino, J. L.; Zanchettin, C.; and de Barros Carvalho Filho, E. C.\n\n\n \n\n\n\n In International Joint Conference on Neural Networks, IJCNN 2009, Atlanta, Georgia, USA, 14-19 June 2009, pages 94–101, 2009. IEEE Computer Society\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
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@inproceedings{DBLP:conf/ijcnn/AlexandrinoZF09,\n  author       = {Jose Lima Alexandrino and\n                  Cleber Zanchettin and\n                  Edson Costa de Barros Carvalho Filho},\n  title        = {Hybrid intelligent immune system using Radial Basis Function applied\n                  to Time Series Analysis},\n  booktitle    = {International Joint Conference on Neural Networks, {IJCNN} 2009, Atlanta,\n                  Georgia, USA, 14-19 June 2009},\n  pages        = {94--101},\n  publisher    = {{IEEE} Computer Society},\n  year         = {2009},\n  url          = {https://doi.org/10.1109/IJCNN.2009.5178944},\n  doi          = {10.1109/IJCNN.2009.5178944},\n  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/ijcnn/AlexandrinoZF09.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n  \n 2008\n \n \n (2)\n \n \n
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\n \n\n \n \n \n \n \n \n Feature subset selection in a methodology for training and improving artificial neural network weights and connections.\n \n \n \n \n\n\n \n Zanchettin, C.; and Ludermir, T. B.\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 1951–1958, 2008. IEEE\n \n\n\n\n
\n\n\n\n \n \n \"FeaturePaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\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/ZanchettinL08,\n  author       = {Cleber Zanchettin and\n                  Teresa Bernarda Ludermir},\n  title        = {Feature subset selection in a methodology for training and improving\n                  artificial neural network weights and connections},\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        = {1951--1958},\n  publisher    = {{IEEE}},\n  year         = {2008},\n  url          = {https://doi.org/10.1109/IJCNN.2008.4634065},\n  doi          = {10.1109/IJCNN.2008.4634065},\n  timestamp    = {Wed, 16 Oct 2019 14:14:55 +0200},\n  biburl       = {https://dblp.org/rec/conf/ijcnn/ZanchettinL08.bib},\n  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 hybrid intelligent system clonart for short and mid-term forecasting for the Brazilian Energy Distribution System.\n \n \n \n \n\n\n \n Alexandrino, J. L.; Zanchettin, C.; and de Barros Carvalho Filho, E. 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 3486–3492, 2008. 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/ijcnn/AlexandrinoZF08,\n  author       = {Jose Lima Alexandrino and\n                  Cleber Zanchettin and\n                  Edson Costa de Barros Carvalho Filho},\n  title        = {A hybrid intelligent system clonart for short and mid-term forecasting\n                  for the Brazilian Energy Distribution System},\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        = {3486--3492},\n  publisher    = {{IEEE}},\n  year         = {2008},\n  url          = {https://doi.org/10.1109/IJCNN.2008.4634295},\n  doi          = {10.1109/IJCNN.2008.4634295},\n  timestamp    = {Fri, 02 Nov 2018 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/ijcnn/AlexandrinoZF08.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n  \n 2007\n \n \n (4)\n \n \n
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\n \n\n \n \n \n \n \n \n Wavelet filter for noise reduction and signal compression in an artificial nose.\n \n \n \n \n\n\n \n Zanchettin, C.; and Ludermir, T. B.\n\n\n \n\n\n\n Appl. Soft Comput., 7(1): 246–256. 2007.\n \n\n\n\n
\n\n\n\n \n \n \"WaveletPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\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/asc/ZanchettinL07,\n  author       = {Cleber Zanchettin and\n                  Teresa Bernarda Ludermir},\n  title        = {Wavelet filter for noise reduction and signal compression in an artificial\n                  nose},\n  journal      = {Appl. Soft Comput.},\n  volume       = {7},\n  number       = {1},\n  pages        = {246--256},\n  year         = {2007},\n  url          = {https://doi.org/10.1016/j.asoc.2005.06.004},\n  doi          = {10.1016/J.ASOC.2005.06.004},\n  timestamp    = {Sun, 02 Jun 2019 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/asc/ZanchettinL07.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Artificial Immune System with ART Memory Hibridization.\n \n \n \n \n\n\n \n Alexandrino, J. L.; Zanchettin, C.; and de Barros Carvalho Filho, E. C.\n\n\n \n\n\n\n In König, A.; Köppen, M.; Kasabov, N. K.; and Abraham, A., editor(s), 7th International Conference on Hybrid Intelligent Systems, HIS 2007, Kaiserslautern, Germany, September 17-19, 2007, pages 59–64, 2007. IEEE Computer Society\n \n\n\n\n
\n\n\n\n \n \n \"ArtificialPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\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/his/AlexandrinoZF07,\n  author       = {Jose Lima Alexandrino and\n                  Cleber Zanchettin and\n                  Edson Costa de Barros Carvalho Filho},\n  editor       = {Andreas K{\\"{o}}nig and\n                  Mario K{\\"{o}}ppen and\n                  Nikola K. Kasabov and\n                  Ajith Abraham},\n  title        = {Artificial Immune System with {ART} Memory Hibridization},\n  booktitle    = {7th International Conference on Hybrid Intelligent Systems, {HIS}\n                  2007, Kaiserslautern, Germany, September 17-19, 2007},\n  pages        = {59--64},\n  publisher    = {{IEEE} Computer Society},\n  year         = {2007},\n  url          = {https://doi.org/10.1109/HIS.2007.47},\n  doi          = {10.1109/HIS.2007.47},\n  timestamp    = {Fri, 05 Jun 2020 15:16:05 +0200},\n  biburl       = {https://dblp.org/rec/conf/his/AlexandrinoZF07.bib},\n  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 Thresholding Algorithm for Brazilian Bank Checks.\n \n \n \n \n\n\n \n Mello, C. A. B.; Bezerra, B. L. D.; Zanchettin, C.; and Macário, V.\n\n\n \n\n\n\n In 9th International Conference on Document Analysis and Recognition (ICDAR 2007), 23-26 September, Curitiba, Paraná, Brazil, pages 193–197, 2007. 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/icdar/MelloBZM07,\n  author       = {Carlos A. B. Mello and\n                  Byron L. D. Bezerra and\n                  Cleber Zanchettin and\n                  V. Mac{\\'{a}}rio},\n  title        = {An Efficient Thresholding Algorithm for Brazilian Bank Checks},\n  booktitle    = {9th International Conference on Document Analysis and Recognition\n                  {(ICDAR} 2007), 23-26 September, Curitiba, Paran{\\'{a}}, Brazil},\n  pages        = {193--197},\n  publisher    = {{IEEE} Computer Society},\n  year         = {2007},\n  url          = {https://doi.org/10.1109/ICDAR.2007.4378702},\n  doi          = {10.1109/ICDAR.2007.4378702},\n  timestamp    = {Mon, 26 Jun 2023 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/icdar/MelloBZM07.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Comparison of the Effectiveness of Different Cost Functions in Global Optimization Techniques.\n \n \n \n \n\n\n \n Zanchettin, C.; and Ludermir, T. B.\n\n\n \n\n\n\n In Proceedings of the International Joint Conference on Neural Networks, IJCNN 2007, Celebrating 20 years of neural networks, Orlando, Florida, USA, August 12-17, 2007, pages 2701–2706, 2007. IEEE\n \n\n\n\n
\n\n\n\n \n \n \"ComparisonPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\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/ijcnn/ZanchettinL07,\n  author       = {Cleber Zanchettin and\n                  Teresa Bernarda Ludermir},\n  title        = {Comparison of the Effectiveness of Different Cost Functions in Global\n                  Optimization Techniques},\n  booktitle    = {Proceedings of the International Joint Conference on Neural Networks,\n                  {IJCNN} 2007, Celebrating 20 years of neural networks, Orlando, Florida,\n                  USA, August 12-17, 2007},\n  pages        = {2701--2706},\n  publisher    = {{IEEE}},\n  year         = {2007},\n  url          = {https://doi.org/10.1109/IJCNN.2007.4371385},\n  doi          = {10.1109/IJCNN.2007.4371385},\n  timestamp    = {Wed, 16 Oct 2019 14:14:55 +0200},\n  biburl       = {https://dblp.org/rec/conf/ijcnn/ZanchettinL07.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n  \n 2006\n \n \n (5)\n \n \n
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\n \n\n \n \n \n \n \n \n An Optimization Methodology for Neural Network Weights and Architectures.\n \n \n \n \n\n\n \n Ludermir, T. B.; Yamazaki, A.; and Zanchettin, C.\n\n\n \n\n\n\n IEEE Trans. Neural Networks, 17(6): 1452–1459. 2006.\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/tnn/LudermirYZ06,\n  author       = {Teresa Bernarda Ludermir and\n                  Akio Yamazaki and\n                  Cleber Zanchettin},\n  title        = {An Optimization Methodology for Neural Network Weights and Architectures},\n  journal      = {{IEEE} Trans. Neural Networks},\n  volume       = {17},\n  number       = {6},\n  pages        = {1452--1459},\n  year         = {2006},\n  url          = {https://doi.org/10.1109/TNN.2006.881047},\n  doi          = {10.1109/TNN.2006.881047},\n  timestamp    = {Wed, 14 Nov 2018 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/tnn/LudermirYZ06.bib},\n  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 Heuristic Binarization Algorithm for Documents with Complex Background.\n \n \n \n \n\n\n \n Cavalcanti, G. D. C.; Silva, E. F. A.; Zanchettin, C.; Bezerra, B. L. D.; Doria, R. C.; and Rabelo, J. C. B.\n\n\n \n\n\n\n In Proceedings of the International Conference on Image Processing, ICIP 2006, October 8-11, Atlanta, Georgia, USA, pages 389–392, 2006. 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
\n
@inproceedings{DBLP:conf/icip/CavalcantiSZBDR06,\n  author       = {George D. C. Cavalcanti and\n                  Eduardo F. A. Silva and\n                  Cleber Zanchettin and\n                  Byron L. D. Bezerra and\n                  Rodrigo C. Doria and\n                  Juliano C. B. Rabelo},\n  title        = {A Heuristic Binarization Algorithm for Documents with Complex Background},\n  booktitle    = {Proceedings of the International Conference on Image Processing, {ICIP}\n                  2006, October 8-11, Atlanta, Georgia, {USA}},\n  pages        = {389--392},\n  publisher    = {{IEEE}},\n  year         = {2006},\n  url          = {https://doi.org/10.1109/ICIP.2006.312475},\n  doi          = {10.1109/ICIP.2006.312475},\n  timestamp    = {Wed, 16 Oct 2019 14:14:52 +0200},\n  biburl       = {https://dblp.org/rec/conf/icip/CavalcantiSZBDR06.bib},\n  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 neural architecture to identify courtesy amount delimiters.\n \n \n \n \n\n\n \n Zanchettin, C.; Cavalcanti, G. D. C.; Doria, R. C.; Silva, E. F. A.; Rabelo, J. C. B.; and Bezerra, B. L. D.\n\n\n \n\n\n\n In Proceedings of the International Joint Conference on Neural Networks, IJCNN 2006, part of the IEEE World Congress on Computational Intelligence, WCCI 2006, Vancouver, BC, Canada, 16-21 July 2006, pages 3210–3217, 2006. 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
\n
@inproceedings{DBLP:conf/ijcnn/ZanchettinCDSRB06,\n  author       = {Cleber Zanchettin and\n                  George D. C. Cavalcanti and\n                  Rodrigo C. Doria and\n                  Eduardo F. A. Silva and\n                  Juliano C. B. Rabelo and\n                  Byron L. D. Bezerra},\n  title        = {A neural architecture to identify courtesy amount delimiters},\n  booktitle    = {Proceedings of the International Joint Conference on Neural Networks,\n                  {IJCNN} 2006, part of the {IEEE} World Congress on Computational Intelligence,\n                  {WCCI} 2006, Vancouver, BC, Canada, 16-21 July 2006},\n  pages        = {3210--3217},\n  publisher    = {{IEEE}},\n  year         = {2006},\n  url          = {https://doi.org/10.1109/IJCNN.2006.247306},\n  doi          = {10.1109/IJCNN.2006.247306},\n  timestamp    = {Tue, 10 Aug 2021 14:29:47 +0200},\n  biburl       = {https://dblp.org/rec/conf/ijcnn/ZanchettinCDSRB06.bib},\n  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 methodology to train and improve artificial neural networks' weights and connections.\n \n \n \n \n\n\n \n Zanchettin, C.; and Ludermir, T. B.\n\n\n \n\n\n\n In Proceedings of the International Joint Conference on Neural Networks, IJCNN 2006, part of the IEEE World Congress on Computational Intelligence, WCCI 2006, Vancouver, BC, Canada, 16-21 July 2006, pages 5267–5274, 2006. 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
\n
@inproceedings{DBLP:conf/ijcnn/ZanchettinL06,\n  author       = {Cleber Zanchettin and\n                  Teresa Bernarda Ludermir},\n  title        = {A methodology to train and improve artificial neural networks' weights\n                  and connections},\n  booktitle    = {Proceedings of the International Joint Conference on Neural Networks,\n                  {IJCNN} 2006, part of the {IEEE} World Congress on Computational Intelligence,\n                  {WCCI} 2006, Vancouver, BC, Canada, 16-21 July 2006},\n  pages        = {5267--5274},\n  publisher    = {{IEEE}},\n  year         = {2006},\n  url          = {https://doi.org/10.1109/IJCNN.2006.247281},\n  doi          = {10.1109/IJCNN.2006.247281},\n  timestamp    = {Sun, 02 Jun 2019 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/ijcnn/ZanchettinL06.bib},\n  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 Influence of Different Cost Functions in Global Optimization Techniques.\n \n \n \n \n\n\n \n Zanchettin, C.; and Ludermir, T. B.\n\n\n \n\n\n\n In Canuto, A. M. P.; de Souto, M. C. P.; and Roque-da-Silva, A. C., editor(s), SBRN 2006, The Ninth Brazilian Symposium on Neural Networks, Ribeirão Preto, SP, Brazil, October 23-27, 2006, pages 96–101, 2006. 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
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@inproceedings{DBLP:conf/sbrn/ZanchettinL06,\n  author       = {Cleber Zanchettin and\n                  Teresa Bernarda Ludermir},\n  editor       = {Anne M. P. Canuto and\n                  Marc{\\'{\\i}}lio Carlos Pereira de Souto and\n                  Ant{\\^{o}}nio Carlos Roque{-}da{-}Silva},\n  title        = {The Influence of Different Cost Functions in Global Optimization Techniques},\n  booktitle    = {{SBRN} 2006, The Ninth Brazilian Symposium on Neural Networks, Ribeir{\\~{a}}o\n                  Preto, SP, Brazil, October 23-27, 2006},\n  pages        = {96--101},\n  publisher    = {{IEEE} Computer Society},\n  year         = {2006},\n  url          = {https://doi.org/10.1109/SBRN.2006.42},\n  doi          = {10.1109/SBRN.2006.42},\n  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/sbrn/ZanchettinL06.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n  \n 2005\n \n \n (3)\n \n \n
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\n \n\n \n \n \n \n \n \n Hybrid neural systems for pattern recognition in artificial noses.\n \n \n \n \n\n\n \n Zanchettin, C.; and Ludermir, T. B.\n\n\n \n\n\n\n Int. J. Neural Syst., 15(1-2): 137–149. 2005.\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
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@article{DBLP:journals/ijns/ZanchettinL05,\n  author       = {Cleber Zanchettin and\n                  Teresa Bernarda Ludermir},\n  title        = {Hybrid neural systems for pattern recognition in artificial noses},\n  journal      = {Int. J. Neural Syst.},\n  volume       = {15},\n  number       = {1-2},\n  pages        = {137--149},\n  year         = {2005},\n  url          = {https://doi.org/10.1142/S0129065705000141},\n  doi          = {10.1142/S0129065705000141},\n  timestamp    = {Wed, 14 Nov 2018 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/ijns/ZanchettinL05.bib},\n  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 Experiments in Neuro-Fuzzy Systems.\n \n \n \n \n\n\n \n Zanchettin, C.; Minku, F. L.; and Ludermir, T. B.\n\n\n \n\n\n\n In Nedjah, N.; de Macedo Mourelle, L.; Abraham, A.; and Köppen, M., editor(s), 5th International Conference on Hybrid Intelligent Systems (HIS 2005), 6.9 November 2005, Rio de Janeiro, Brazil, pages 218–226, 2005. IEEE Computer Society\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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@inproceedings{DBLP:conf/his/ZanchettinML05,\n  author       = {Cleber Zanchettin and\n                  Fernanda L. Minku and\n                  Teresa Bernarda Ludermir},\n  editor       = {Nadia Nedjah and\n                  Luiza de Macedo Mourelle and\n                  Ajith Abraham and\n                  Mario K{\\"{o}}ppen},\n  title        = {Design of Experiments in Neuro-Fuzzy Systems},\n  booktitle    = {5th International Conference on Hybrid Intelligent Systems {(HIS}\n                  2005), 6.9 November 2005, Rio de Janeiro, Brazil},\n  pages        = {218--226},\n  publisher    = {{IEEE} Computer Society},\n  year         = {2005},\n  url          = {https://doi.org/10.1109/ICHIS.2005.34},\n  doi          = {10.1109/ICHIS.2005.34},\n  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/his/ZanchettinML05.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Hybrid Technique for Artificial Neural Network Architecture and Weight Optimization.\n \n \n \n \n\n\n \n Zanchettin, C.; and Ludermir, T. B.\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 709–716, 2005. 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
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@inproceedings{DBLP:conf/pkdd/ZanchettinL05,\n  author       = {Cleber Zanchettin and\n                  Teresa Bernarda Ludermir},\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        = {Hybrid Technique for Artificial Neural Network Architecture and Weight\n                  Optimization},\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        = {709--716},\n  publisher    = {Springer},\n  year         = {2005},\n  url          = {https://doi.org/10.1007/11564126\\_76},\n  doi          = {10.1007/11564126\\_76},\n  timestamp    = {Wed, 24 Mar 2021 17:11:59 +0100},\n  biburl       = {https://dblp.org/rec/conf/pkdd/ZanchettinL05.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n  \n 2004\n \n \n (1)\n \n \n
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\n \n\n \n \n \n \n \n \n Evolving Fuzzy Neural Networks Applied to Odor Recognition.\n \n \n \n \n\n\n \n Zanchettin, C.; and Ludermir, T. B.\n\n\n \n\n\n\n In Pal, N. R.; Kasabov, N. K.; Mudi, R. K.; Pal, S.; and Parui, S. K., editor(s), Neural Information Processing, 11th International Conference, ICONIP 2004, Calcutta, India, November 22-25, 2004, Proceedings, volume 3316, of Lecture Notes in Computer Science, pages 953–958, 2004. Springer\n \n\n\n\n
\n\n\n\n \n \n \"EvolvingPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\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/ZanchettinL04,\n  author       = {Cleber Zanchettin and\n                  Teresa Bernarda Ludermir},\n  editor       = {Nikhil R. Pal and\n                  Nikola K. Kasabov and\n                  Rajani K. Mudi and\n                  Srimanta Pal and\n                  Swapan K. Parui},\n  title        = {Evolving Fuzzy Neural Networks Applied to Odor Recognition},\n  booktitle    = {Neural Information Processing, 11th International Conference, {ICONIP}\n                  2004, Calcutta, India, November 22-25, 2004, Proceedings},\n  series       = {Lecture Notes in Computer Science},\n  volume       = {3316},\n  pages        = {953--958},\n  publisher    = {Springer},\n  year         = {2004},\n  url          = {https://doi.org/10.1007/978-3-540-30499-9\\_147},\n  doi          = {10.1007/978-3-540-30499-9\\_147},\n  timestamp    = {Thu, 04 Jun 2020 19:07:58 +0200},\n  biburl       = {https://dblp.org/rec/conf/iconip/ZanchettinL04.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n  \n 2003\n \n \n (2)\n \n \n
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\n \n\n \n \n \n \n \n Wavelet Filter for Noise Reduction and Signal Compression in an Artificial Nose.\n \n \n \n\n\n \n Zanchettin, C.; and Ludermir, T. B.\n\n\n \n\n\n\n In Abraham, A.; Köppen, M.; and Franke, K., editor(s), Design and Application of Hybrid Intelligent Systems, HIS03, the Third International Conference on Hybrid Intelligent Systems, Melbourne, Australia, December 14-17, 2003, volume 105, of Frontiers in Artificial Intelligence and Applications, pages 907–916, 2003. IOS Press\n \n\n\n\n
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@inproceedings{DBLP:conf/his/ZanchettinL03,\n  author       = {Cleber Zanchettin and\n                  Teresa Bernarda Ludermir},\n  editor       = {Ajith Abraham and\n                  Mario K{\\"{o}}ppen and\n                  Katrin Franke},\n  title        = {Wavelet Filter for Noise Reduction and Signal Compression in an Artificial\n                  Nose},\n  booktitle    = {Design and Application of Hybrid Intelligent Systems, HIS03, the Third\n                  International Conference on Hybrid Intelligent Systems, Melbourne,\n                  Australia, December 14-17, 2003},\n  series       = {Frontiers in Artificial Intelligence and Applications},\n  volume       = {105},\n  pages        = {907--916},\n  publisher    = {{IOS} Press},\n  year         = {2003},\n  timestamp    = {Tue, 23 Nov 2004 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/his/ZanchettinL03.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n A Neuro-Fuzzy Model Applied to Odor Recognition in an Artificial Nose.\n \n \n \n\n\n \n Zanchettin, C.; and Ludermir, T. B.\n\n\n \n\n\n\n In Abraham, A.; Köppen, M.; and Franke, K., editor(s), Design and Application of Hybrid Intelligent Systems, HIS03, the Third International Conference on Hybrid Intelligent Systems, Melbourne, Australia, December 14-17, 2003, volume 105, of Frontiers in Artificial Intelligence and Applications, pages 917–926, 2003. IOS Press\n \n\n\n\n
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@inproceedings{DBLP:conf/his/ZanchettinL03a,\n  author       = {Cleber Zanchettin and\n                  Teresa Bernarda Ludermir},\n  editor       = {Ajith Abraham and\n                  Mario K{\\"{o}}ppen and\n                  Katrin Franke},\n  title        = {A Neuro-Fuzzy Model Applied to Odor Recognition in an Artificial Nose},\n  booktitle    = {Design and Application of Hybrid Intelligent Systems, HIS03, the Third\n                  International Conference on Hybrid Intelligent Systems, Melbourne,\n                  Australia, December 14-17, 2003},\n  series       = {Frontiers in Artificial Intelligence and Applications},\n  volume       = {105},\n  pages        = {917--926},\n  publisher    = {{IOS} Press},\n  year         = {2003},\n  timestamp    = {Tue, 23 Nov 2004 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/his/ZanchettinL03a.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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