André Carlos Ponce Leon Ferreira de Carvalho

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Viewing Publication 1 - 100 from 143

2014

A framework for bottom-up induction of oblique decision treesRodrigo C. Barros, Pablo A. Jaskowiak, Ricardo Cerri, André Carlos Ponce Leon Ferreira de Carvalho. ijon, 135:3-12, 2014. [doi]

Evolving decision trees with beam search-based initialization and lexicographic multi-objective evaluationMárcio P. Basgalupp, Rodrigo C. Barros, André Carlos Ponce Leon Ferreira de Carvalho, Alex Alves Freitas. isci, 258:160-181, 2014. [doi]

Evolving relational hierarchical classification rules for predicting gene ontology-based protein functionsRicardo Cerri, Rodrigo C. Barros, Alex Alves Freitas, André Carlos Ponce Leon Ferreira de Carvalho. gecco 2014: 1279-1286 [doi]

Hierarchical multi-label classification using local neural networksRicardo Cerri, Rodrigo C. Barros, André Carlos Ponce Leon Ferreira de Carvalho. jcss, 80(1):39-56, 2014. [doi]

Comparison of Active Learning Strategies and Proposal of a Multiclass Hypothesis Space SearchDavi P. dos Santos, André Carlos Ponce Leon Ferreira de Carvalho. HAIS 2014: 618-629 [doi]

A flocking-like technique to perform semi-supervised learningRoberto Alves Gueleri, Thiago Henrique Cupertino, André Carlos Ponce Leon Ferreira de Carvalho, Liang Zhao. ijcnn 2014: 1579-1586 [doi]

Unsupervised density-based behavior change detection in data streamsRosane Maria Maffei Vallim, Jose Augusto Andrade Filho, Rodrigo Fernandes de Mello, André Carlos Ponce Leon Ferreira de Carvalho, João Gama. ida, 18(2):181-201, 2014. [doi]

2013

Automatic Design of Decision-Tree Algorithms with Evolutionary AlgorithmsRodrigo C. Barros, Márcio P. Basgalupp, André Carlos Ponce Leon Ferreira de Carvalho, Alex Alves Freitas. ec, 21(4):659-684, 2013. [doi]

A grammatical evolution algorithm for generation of Hierarchical Multi-Label Classification rulesRicardo Cerri, Rodrigo C. Barros, André Carlos Ponce Leon Ferreira de Carvalho, Alex Alves Freitas. cec 2013: 454-461 [doi]

Hierarchical Bottom-Up Safe Semi-Supervised Support Vector Machines for Multi-Class Transductive LearningThiago F. Covoes, Rodrigo C. Barros, Tiago S. da Silva, Eduardo R. Hruschka, André Carlos Ponce Leon Ferreira de Carvalho. jidm, 4(3):357-373, 2013. [doi]

Data stream clustering: A surveyJonathan de Andrade Silva, Elaine R. Faria, Rodrigo C. Barros, Eduardo R. Hruschka, André Carlos Ponce Leon Ferreira de Carvalho, João Gama. ACM Comput. Surv., 46(1):13, 2013. [doi]

Predicting execution time of machine learning tasks for schedulingRattan Priya, Bruno Feres de Souza, André L. D. Rossi, André Carlos Ponce Leon Ferreira de Carvalho. ijhis, 10(1):23-32, 2013. [doi]

Online behavior change detection in computer gamesRosane Maria Maffei Vallim, Jose Augusto Andrade Filho, Rodrigo Fernandes de Mello, André Carlos Ponce Leon Ferreira de Carvalho. eswa, 40(16):6258-6265, 2013. [doi]

2012

A Survey of Evolutionary Algorithms for Decision-Tree InductionRodrigo Coelho Barros, Márcio Porto Basgalupp, André Carlos Ponce Leon Ferreira de Carvalho, Alex Alves Freitas. tsmc, 42(3):291-312, 2012. [doi]

A hyper-heuristic evolutionary algorithm for automatically designing decision-tree algorithmsRodrigo C. Barros, Márcio P. Basgalupp, André Carlos Ponce Leon Ferreira de Carvalho, Alex Alves Freitas. gecco 2012: 1237-1244 [doi]

Clus-DTI: improving decision-tree classification with a clustering-based decision-tree induction algorithmRodrigo C. Barros, Márcio P. Basgalupp, André Carlos Ponce Leon Ferreira de Carvalho, Marcos G. Quiles. jbcs, 18(4):351-362, 2012. [doi]

Automatic design of decision-tree induction algorithms tailored to flexible-receptor docking dataRodrigo C. Barros, Ana T. Winck, Karina S. Machado, Márcio P. Basgalupp, André Carlos Ponce Leon Ferreira de Carvalho, Duncan D. Ruiz, Osmar Norberto de Souza. bmcbi, 13:310, 2012. [doi]

A genetic algorithm for Hierarchical Multi-Label ClassificationRicardo Cerri, Rodrigo C. Barros, André Carlos Ponce Leon Ferreira de Carvalho. SAC 2012: 250-255 [doi]

Multi-objective optimization and Meta-learning for SVM parameter selectionPéricles B. C. de Miranda, Ricardo Bastos Cavalcante Prudêncio, André Carlos Ponce Leon Ferreira de Carvalho, Carlos Soares. ijcnn 2012: 1-8 [doi]

An Experimental Study of the Combination of Meta-Learning with Particle Swarm Algorithms for SVM Parameter SelectionPéricles B. C. de Miranda, Ricardo Bastos Cavalcante Prudêncio, André Carlos Ponce Leon Ferreira de Carvalho, Carlos Soares. iccsa 2012: 562-575 [doi]

Combining a multi-objective optimization approach with meta-learning for SVM parameter selectionPéricles B. C. de Miranda, Ricardo Bastos Cavalcante Prudêncio, André Carlos Ponce Leon Ferreira de Carvalho, Carlos Soares. SMC 2012: 2909-2914 [doi]

A Meta-Learning Approach to Select Meta-Heuristics for the Traveling Salesman Problem Using MLP-Based Label RankingJorge Kanda, Carlos Soares, Eduardo R. Hruschka, André Carlos Ponce Leon Ferreira de Carvalho. iconip 2012: 488-495 [doi]

A hybrid heuristic for the k-medoids clustering problemMariá Cristina Vasconcelos Nascimento, Franklina Maria Bragion Toledo, André Carlos Ponce Leon Ferreira de Carvalho. gecco 2012: 417-424 [doi]

Using Genetic Algorithms to Improve Prediction of Execution Times of ML TasksRattan Priya, Bruno Feres de Souza, André L. D. Rossi, André Carlos Ponce Leon Ferreira de Carvalho. HAIS 2012: 196-207 [doi]

2011

A bottom-up oblique decision tree induction algorithmRodrigo C. Barros, Ricardo Cerri, Pablo A. Jaskowiak, André Carlos Ponce Leon Ferreira de Carvalho. isda 2011: 450-456 [doi]

Towards the automatic design of decision tree induction algorithmsRodrigo C. Barros, Márcio P. Basgalupp, André Carlos Ponce Leon Ferreira de Carvalho, Alex Alves Freitas. gecco 2011: 567-574 [doi]

A clustering-based decision tree induction algorithmRodrigo C. Barros, André Carlos Ponce Leon Ferreira de Carvalho, Márcio P. Basgalupp, Marcos G. Quiles. isda 2011: 543-550 [doi]

Hierarchical Multilabel Protein Function Prediction Using Local Neural NetworksRicardo Cerri, André Carlos Ponce Leon Ferreira de Carvalho. wob 2011: 10-17 [doi]

Adapting non-hierarchical multilabel classification methods for hierarchical multilabel classificationRicardo Cerri, André Carlos Ponce Leon Ferreira de Carvalho, Alex Alves Freitas. ida, 15(6):861-887, 2011. [doi]

Hierarchical multi-label classification for protein function prediction: A local approach based on neural networksRicardo Cerri, Rodrigo C. Barros, André Carlos Ponce Leon Ferreira de Carvalho. isda 2011: 337-343 [doi]

Using Meta-learning to Recommend Meta-heuristics for the Traveling Salesman ProblemJorge Kanda, André Carlos Ponce Leon Ferreira de Carvalho, Eduardo R. Hruschka, Carlos Soares. icmla 2011: 346-351 [doi]

Selection of algorithms to solve traveling salesman problems using meta-learningJorge Kanda, André Carlos Ponce Leon Ferreira de Carvalho, Eduardo R. Hruschka, Carlos Soares. ijhis, 8(3):117-128, 2011. [doi]

Comparing machine learning classifiers in potential distribution modellingAna Carolina Lorena, Luís F. O. Jacintho, Marinez Ferreira de Siqueira, Renato De Giovanni, Lúcia G. Lohmann, André Carlos Ponce Leon Ferreira de Carvalho, Missae Yamamoto. eswa, 38(5):5268-5275, 2011. [doi]

Spectral methods for graph clustering - A surveyMariá Cristina Vasconcelos Nascimento, André Carlos Ponce Leon Ferreira de Carvalho. eor, 211(2):221-231, 2011. [doi]

2010

Evolutionary model tree inductionRodrigo C. Barros, Márcio P. Basgalupp, Duncan D. Ruiz, André Carlos Ponce Leon Ferreira de Carvalho, Alex Alves Freitas. SAC 2010: 1131-1137 [doi]

Hierarchical Multilabel Classification Using Top-Down Label Combination and Artificial Neural NetworksRicardo Cerri, André Carlos Ponce Leon Ferreira de Carvalho. sbrn 2010: 253-258 [doi]

New top-down methods using SVMs for Hierarchical Multilabel Classification problemsRicardo Cerri, André Carlos Ponce Leon Ferreira de Carvalho. ijcnn 2010: 1-8 [doi]

Hybrid intelligent algorithms and applicationsEmilio Corchado, Ajith Abraham, André Carlos Ponce Leon Ferreira de Carvalho. isci, 180(14):2633-2634, 2010. [doi]

Empirical Evaluation of Ranking Prediction Methods for Gene Expression Data ClassificationBruno Feres de Souza, André Carlos Ponce Leon Ferreira de Carvalho, Carlos Soares. iberamia 2010: 194-203 [doi]

Partitions selection strategy for set of clustering solutionsKatti Faceli, Tiemi C. Sakata, Marcilio C. P. de Souto, André Carlos Ponce Leon Ferreira de Carvalho. ijon, 73(16-18):2809-2819, 2010. [doi]

Knowledge Discovery from Data StreamsJoão Gama, Pedro Pereira Rodrigues, Eduardo J. Spinosa, André Carlos Ponce Leon Ferreira de Carvalho. In Mark Last, Abraham Kandel, editors, Web Intelligence and Security - Advances in Data and Text Mining Techniques for Detecting and Preventing Terrorist Activities on the Web. Volume 27 of NATO Science for Peace and Security Series - D: Information and Communication Security, pages 125-138, IOS Press, 2010. [doi]

Combining Meta-learning and Search Techniques to SVM Parameter SelectionTaciana A. F. Gomes, Ricardo Bastos Cavalcante Prudêncio, Carlos Soares, André L. D. Rossi, André Carlos Ponce Leon Ferreira de Carvalho. sbrn 2010: 79-84 [doi]

Using Meta-learning to Classify Traveling Salesman ProblemsJorge Kanda, André Carlos Ponce Leon Ferreira de Carvalho, Eduardo R. Hruschka, Carlos Soares. sbrn 2010: 73-78 [doi]

Building binary-tree-based multiclass classifiers using separability measuresAna Carolina Lorena, André Carlos Ponce Leon Ferreira de Carvalho. ijon, 73(16-18):2837-2845, 2010. [doi]

Improvements in the Partitions Selection Strategy for Set of Clustering SolutionsTiemi C. Sakata, Katti Faceli, Marcílio Carlos Pereira de Souto, André Carlos Ponce Leon Ferreira de Carvalho. sbrn 2010: 49-54 [doi]

Special issue for the SBRN Guest EditorialMarley Vellasco, Marcílio Carlos Pereira de Souto, André Carlos Ponce Leon Ferreira de Carvalho. ijon, 73(16-18):2797-2798, 2010. [doi]

2009

LEGAL-tree: a lexicographic multi-objective genetic algorithm for decision tree inductionMárcio P. Basgalupp, Rodrigo C. Barros, André Carlos Ponce Leon Ferreira de Carvalho, Alex Alves Freitas, Duncan D. Ruiz. SAC 2009: 1085-1090 [doi]

Lexicographic multi-objective evolutionary induction of decision treesMárcio P. Basgalupp, André Carlos Ponce Leon Ferreira de Carvalho, Rodrigo C. Barros, Duncan D. Ruiz, Alex Alves Freitas. ijbic, 1(1/2):105-117, 2009. [doi]

A Tutorial on Multi-label Classification TechniquesAndré Carlos Ponce Leon Ferreira de Carvalho, Alex Alves Freitas. In Ajith Abraham, Aboul Ella Hassanien, Václav Snásel, editors, Foundations of Computational Intelligence - Volume 5: Function Approximation and Classification. Volume 205 of Studies in Computational Intelligence, pages 177-195, Springer, 2009. [doi]

Evolutionary Fuzzy Clustering: An Overview and Efficiency IssuesDanilo Horta, Murilo Coelho Naldi, Ricardo José Gabrielli Barreto Campello, Eduardo R. Hruschka, André Carlos Ponce Leon Ferreira de Carvalho. In Ajith Abraham, Aboul Ella Hassanien, André Carlos Ponce Leon Ferreira de Carvalho, editors, Foundations of Computational Intelligence - Volume 4: Bio-Inspired Data Mining. Volume 204 of Studies in Computational Intelligence, pages 167-195, Springer, 2009. [doi]

A Survey of Evolutionary Algorithms for ClusteringEduardo R. Hruschka, Ricardo José Gabrielli Barreto Campello, Alex Alves Freitas, André Carlos Ponce Leon Ferreira de Carvalho. tsmc, 39(2):133-155, 2009. [doi]

2008

Computational Intelligence Applied to the Automatic Monitoring of Dressing Operations in an Industrial CNC MachineArthur Plinio Souza de Braga, André Carlos Ponce Leon Ferreira de Carvalho, João Fernando Gomes de Oliveira. In Ying Liu 0004, Aixin Sun, Han Tong Loh, Wen-Feng Lu, Ee-Peng Lim, editors, Advances of Computational Intelligence in Industrial Systems. Volume 116 of Studies in Computational Intelligence, pages 249-268, 2008. [doi]

Brazilian Symposium on Neural Networks (SBRN2006)André Carlos Ponce Leon Ferreira de Carvalho, Anne M. P. Canuto, Marcílio Carlos Pereira de Souto. ijon, 71(16-18):3317, 2008. [doi]

Data clustering based on complex network community detectionTatyana B. S. de Oliveira, Liang Zhao, Katti Faceli, André Carlos Ponce Leon Ferreira de Carvalho. cec 2008: 2121-2126 [doi]

A Strategyfor the Selection of Solutions of the Pareto Front Approximation in Multi-objective Clustering ApproachesKatti Faceli, Marcílio Carlos Pereira de Souto, André Carlos Ponce Leon Ferreira de Carvalho. sbrn 2008: 27-32 [doi]

Special track on Data Streams: editorial messageJoão Gama, André Carlos Ponce Leon Ferreira de Carvalho, Jesús S. Aguilar-Ruiz. SAC 2008: 955 [doi]

Tree Decomposition of Multiclass ProblemsAna Carolina Lorena, André Carlos Ponce Leon Ferreira de Carvalho. sbrn 2008: 189-194 [doi]

evolutionary Design of Code-matrices for Multiclass ProblemsAna Carolina Lorena, André Carlos Ponce Leon Ferreira de Carvalho. In Oded Maimon, Lior Rokach, editors, Soft Computing for Knowledge Discovery and Data Mining. pages 153-184, Springer, 2008. [doi]

Investigation of Strategies for the Generation of Multiclass Support Vector MachinesAna Carolina Lorena, André Carlos Ponce Leon Ferreira de Carvalho. In Ngoc Thanh Nguyen, Radoslaw Katarzyniak, editors, New Challenges in Applied Intelligence Technologies. Volume 134 of Studies in Computational Intelligence, pages 319-328, Springer, 2008. [doi]

Evolutionary tuning of SVM parameter values in multiclass problemsAna Carolina Lorena, André Carlos Ponce Leon Ferreira de Carvalho. ijon, 71(16-18):3326-3334, 2008. [doi]

Potential Distribution Modelling Using Machine LearningAna Carolina Lorena, Marinez F. de Siqueira, Renato De Giovanni, André Carlos Ponce Leon Ferreira de Carvalho, Ronaldo C. Prati. ieaaie 2008: 255-264 [doi]

Special Issue HIS 2007Teresa Bernarda Ludermir, Andreas König, André Carlos Ponce Leon Ferreira de Carvalho. ijhis, 5(2):57-58, 2008. [doi]

Hybrid classification algorithms based on boosting and support vector machinesThiago Turchetti Maia, Antônio de Pádua Braga, André Carlos Ponce Leon Ferreira de Carvalho. kybernetes, 37(9/10):1469-1491, 2008. [doi]

Genetic Clustering for Data MiningMurilo Coelho Naldi, André Carlos Ponce Leon Ferreira de Carvalho, Ricardo José Gabrielli Barreto Campello, Eduardo R. Hruschka. In Oded Maimon, Lior Rokach, editors, Soft Computing for Knowledge Discovery and Data Mining. pages 113-132, Springer, 2008. [doi]

The Dimension of Ecocs for Multiclass Classification ProblemsEdgar Pimenta, João Gama, André Carlos Ponce Leon Ferreira de Carvalho. ijait, 17(3):433-447, 2008. [doi]

A hybrid case adaptation approach for case-based reasoningClaudio A. Policastro, André Carlos Ponce Leon Ferreira de Carvalho, Alexandre C. B. Delbem. apin, 28(2):101-119, 2008. [doi]

Bio-inspired Optimization Techniques for SVM Parameter TuningAndré Rossi, Luis Debiaso, André Carlos Ponce Leon Ferreira de Carvalho. sbrn 2008: 57-62 [doi]

Cluster-based novel concept detection in data streams applied to intrusion detection in computer networksEduardo J. Spinosa, André Carlos Ponce Leon Ferreira de Carvalho, João Gama. SAC 2008: 976-980 [doi]

2007

Comparing Several Approaches for Hierarchical Classification of Proteins with Decision TreesEduardo P. Costa, Ana Carolina Lorena, André Carlos Ponce Leon Ferreira de Carvalho, Alex Alves Freitas, Nicholas Holden. wob 2007: 126-137 [doi]

Applying genetic algorithms and support vector machines to the gene selection problemBruno Feres de Souza, André Carlos Ponce Leon Ferreira de Carvalho, Waldo Cancino Ticona. jifs, 18(5):435-444, 2007. [doi]

Multi-Objective Clustering Ensemble with Prior KnowledgeKatti Faceli, André Carlos Ponce Leon Ferreira de Carvalho, Marcílio Carlos Pereira de Souto. wob 2007: 34-45 [doi]

Multi-objective clustering ensembleKatti Faceli, André Carlos Ponce Leon Ferreira de Carvalho, Marcílio Carlos Pereira de Souto. ijhis, 4(3):145-156, 2007. [doi]

Comparing Several Evaluation Functions in the Evolutionary Design of Multiclass Support Vector MachinesAna Carolina Lorena, André Carlos Ponce Leon Ferreira de Carvalho. his 2007: 53-58 [doi]

Uma Introdução às Support Vector MachinesAna Carolina Lorena, André Carlos Ponce Leon Ferreira de Carvalho. rita, 14(2):43-67, 2007. [doi]

Protein cellular localization prediction with Support Vector Machines and Decision TreesAna Carolina Lorena, André Carlos Ponce Leon Ferreira de Carvalho. cbm, 37(2):115-125, 2007. [doi]

Clustering using genetic algorithm combining validation criteriaMurilo Coelho Naldi, André Carlos Ponce Leon Ferreira de Carvalho. esann 2007: 139-144 [doi]

Development of a dressing monitoring system through artificial intelligence and acoustic maps for high performance grindingJ. F. G. Oliveira, A. P. S. Braga, André Carlos Ponce Leon Ferreira de Carvalho. ijmtm, 12(1/2/3):171-183, 2007. [doi]

Pursuing the Best ECOC Dimension for Multiclass ProblemsEdgar Pimenta, João Gama, André Carlos Ponce Leon Ferreira de Carvalho. flairs 2007: 622-627

A Hybrid Case Based Reasoning Approach for Wine ClassificationClaudio A. Policastro, André Carlos Ponce Leon Ferreira de Carvalho, Alexandre C. B. Delbem, L. H. C. Mattoso, E. Minatti, Ednaldo J. Ferreira, Carlos E. Borato, M. C. Zanus. isda 2007: 395-400 [doi]

2006

The Brazilian Symposium on Neural Networks (SBRN 04)Aluizio F. R. Araújo, André Carlos Ponce Leon Ferreira de Carvalho. ijon, 70(1-3):1-2, 2006. [doi]

Multiclass SVM Model Selection Using Particle Swarm OptimizationBruno Feres de Souza, André Carlos Ponce Leon Ferreira de Carvalho, Rodrigo Calvo, Renato Porfirio Ishii. his 2006: 31 [doi]

Multi-Objective Clustering EnsembleKatti Faceli, André Carlos Ponce Leon Ferreira de Carvalho, Marcílio Carlos Pereira de Souto. his 2006: 51 [doi]

Automatic knowledge learning and case adaptation with a hybrid committee approachClaudio A. Policastro, André Carlos Ponce Leon Ferreira de Carvalho, Alexandre C. B. Delbem. japll, 4(1):26-38, 2006. [doi]

Use of gene dependent mutation probability in evolutionary neural networks for non-stationary problemsRenato Tinós, André Carlos Ponce Leon Ferreira de Carvalho. ijon, 70(1-3):44-54, 2006. [doi]

2005

Credit Card Users Data MiningAndré Carlos Ponce Leon Ferreira de Carvalho, Antônio de Pádua Braga, Teresa Bernarda Ludermir. In Mehdi Khosrow-Pour, editor, Encyclopedia of Information Science and Technology (5 Volumes). pages 603-605, Idea Group, 2005.

Evolutionary Radial Basis Functions for Credit AssessmentEstefane G. M. de Lacerda, André Carlos Ponce Leon Ferreira de Carvalho, Antônio de Pádua Braga, Teresa Bernarda Ludermir. apin, 22(3):167-181, 2005. [doi]

Evaluation of the Contents of Partitions Obtained with Clustering Gene Expression DataKatti Faceli, André Carlos Ponce Leon Ferreira de Carvalho, Marcílio Carlos Pereira de Souto. wob 2005: 65-76 [doi]

Classification of Ophthalmologic Images Using an Ensemble of ClassifiersGiampaolo L. Libralao, Osvaldo C. P. Almeida, André Carlos Ponce Leon Ferreira de Carvalho. ieaaie 2005: 380-389 [doi]

Protein Cellular Localization with Multiclass Support Vector Machines and Decision TreesAna Carolina Lorena, André Carlos Ponce Leon Ferreira de Carvalho. wob 2005: 42-53 [doi]

Minimum Spanning Trees in Hierarchical Multiclass Support Vector Machines GenerationAna Carolina Lorena, André Carlos Ponce Leon Ferreira de Carvalho. ieaaie 2005: 422-431 [doi]

Combining One-Class Classifiers for Robust Novelty Detection in Gene Expression DataEduardo J. Spinosa, André Carlos Ponce Leon Ferreira de Carvalho. wob 2005: 54-64 [doi]

Support Vector Machines Applied to White Blood Cell RecognitionDaniela Mayumi Ushizima, Ana Carolina Lorena, André Carlos Ponce Leon Ferreira de Carvalho. his 2005: 379-384 [doi]

A Self-organized Network for Data ClusteringLiang Zhao, Antonio P. G. Damiance, André Carlos Ponce Leon Ferreira de Carvalho. icnc 2005: 1189-1198 [doi]

2004

Gene Selection based on Multi-class SVMs and Genetic AlgorithmsBruno Feres de Souza, André Carlos Ponce Leon Ferreira de Carvalho. wob 2004: 89-96

Gene Selection Using Genetic AlgorithmsBruno Feres de Souza, André Carlos Ponce Leon Ferreira de Carvalho. ismda 2004: 479-490 [doi]

Phylogenetic Reconstruction from Evolutionary Algorithm using Edge-Set RepresentationKaren Honda, Alexandre C. B. Delbem, André Carlos Ponce Leon Ferreira de Carvalho. wob 2004: 129-132

Gene Clusters Analysis Using Text MiningDeborah J. Medeiros, André Carlos Ponce Leon Ferreira de Carvalho. wob 2004: 141-144

Applying Genetic and Symbolic Learning Algorithms to Extract Rules from Artificial Neural NetworksClaudia Regina Milaré, Gustavo E. A. P. A. Batista, André Carlos Ponce Leon Ferreira de Carvalho, Maria Carolina Monard. micai 2004: 833-843 [doi]

Automatic Case Adaptation with a Hybrid Committee ApproachClaudio A. Policastro, André Carlos Ponce Leon Ferreira de Carvalho, Alexandre C. B. Delbem. micai 2004: 302-311 [doi]

SVMs for novel class detection in BioinformaticsEduardo J. Spinosa, André Carlos Ponce Leon Ferreira de Carvalho. wob 2004: 81-88

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