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Material Type: Conference Paper
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Hierarchical classification of gene ontology-based protein functions with neural networksRicardo Cerri Rodrigo C Barros; André Carlos Ponce de Leon Ferreira de Carvalho; International Joint Conference on Neural Network - IJCNN (2015 Killarney)Proceedings Piscataway : IEEE, 2015Piscataway IEEE 2015Available at ICMC - Inst. Ciên. Mat. Computação (PROD-2724180 )(GetIt) |
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2 |
Material Type: Conference Paper
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Selectively inhibiting learning bias for active samplingDavi P. dos Santos André Carlos Ponce de Leon Ferreira de Carvalho; Brazilian Conference on Intelligent Systems - BRACIS (4. 2015 Natal)Proceedings Los Alamitos : Conference Publishing Services, 2015Los Alamitos Conference Publishing Services 2015Available at ICMC - Inst. Ciên. Mat. Computação (PROD-2748335 )(GetIt) |
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3 |
Material Type: Conference Paper
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An evolutionary sampling approach for classification with imbalanced dataEverlandio R. Q Fernandes André Carlos Ponce de Leon Ferreira de Carvalho; André L. V Coelho; International Joint Conference on Neural Network - IJCNN (2015 Killarney)Proceedings Piscataway : IEEE, 2015Piscataway IEEE 2015Available at ICMC - Inst. Ciên. Mat. Computação (PROD-2724059 )(GetIt) |
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4 |
Material Type: Conference Paper
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To tune or not to tune recommending when to adjust SVM hyper-parameters via meta-learningRafael G Mantovani André L. D Rossi; Joaquin Vanschoren; Bernd Bischl; André Carlos Ponce de Leon Ferreira de Carvalho; International Joint Conference on Neural Network - IJCNN (2015 Killarney)Proceedings Piscataway : IEEE, 2015Piscataway IEEE 2015Available at ICMC - Inst. Ciên. Mat. Computação (PROD-2724080 )(GetIt) |
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5 |
Material Type: Conference Paper
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Effectiveness of random search in SVM hyper-parameter tuningRafael G Mantovani André L. D Rossi; Joaquin Vanschoren; Bernd Bischl; André Carlos Ponce de Leon Ferreira de Carvalho; International Joint Conference on Neural Network - IJCNN (2015 Killarney)Proceedings Piscataway : IEEE, 2015Piscataway IEEE 2015Available at ICMC - Inst. Ciên. Mat. Computação (PROD-2724070 )(GetIt) |
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6 |
Material Type: Conference Paper
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Ensemble of adaptive algorithms for keystroke dynamicsPaulo Henrique Pisani Ana Carolina Lorena; André Carlos Ponce de Leon Ferreira de Carvalho; Brazilian Conference on Intelligent Systems - BRACIS (4. 2015 Natal)Proceedings Los Alamitos : Conference Publishing Services, 2015Los Alamitos Conference Publishing Services 2015Available at ICMC - Inst. Ciên. Mat. Computação (PROD-2748311 )(GetIt) |
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7 |
Material Type: Conference Paper
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Adaptive approaches for keystroke dynamicsPaulo Henrique Pisani Ana Carolina Lorena; André Carlos Ponce de Leon Ferreira de Carvalho; International Joint Conference on Neural Network - IJCNN (2015 Killarney)Proceedings Piscataway : IEEE, 2015Piscataway IEEE 2015Available at ICMC - Inst. Ciên. Mat. Computação (PROD-2724186 )(GetIt) |
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8 |
Material Type: Conference Paper
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Adapting noise filters for rankingAna Carolina Lorena Luís Paulo Faina Garcia; André Carlos Ponce de Leon Ferreira de Carvalho; Brazilian Conference on Intelligent Systems - BRACIS (4. 2015 Natal)Proceedings Los Alamitos : Conference Publishing Services, 2015Los Alamitos Conference Publishing Services 2015Available at ICMC - Inst. Ciên. Mat. Computação (PROD-2748322 )(GetIt) |
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9 |
Material Type: Conference Paper
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Using multi-objective artificial immune systems to find core collections based on molecular markersShana Schlottfeldt Maria Emilia M. T Walter; Jon Timmis; André Carlos Ponce de Leon Ferreira de Carvalho; Mariana P. C Telles; José Alexandre F Diniz Filho; Genetic and Evolutionary Computation Conference - GECCO (2015 Madrid)Proceedings New York, : ACM, 2015New York ACM 2015Available at ICMC - Inst. Ciên. Mat. Computação (PROD-2713817 )(GetIt) |
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10 |
Material Type: Conference Paper
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Immunosensors based on natural polymers for early diagnosis of pancreatic cancerAndrey Coatrini Soares Juliana Coatrini Soares; Flávio Makoto Shimizu; Matias Eliseo Melendez; André Lopes Carvalho; Osvaldo Novais de Oliveira Junior; Brazilian MRS Meeting (14. 2015 Rio de Janeiro); Encontro da Sociedade Brasileira de Pesquisa em Materiais - SBPMat (14. 2015 Rio de Janeiro)Proceedings Rio de Janeiro : Sociedade Brasileira de Pesquisa em Materiais - SBPMat, 2015Rio de Janeiro Sociedade Brasileira de Pesquisa em Materiais - SBPMat 2015Online access. The library also has physical copies. |