André Carlos Ponce Leon Ferreira de Carvalho

André Carlos Ponce de Leon Ferreira de Carvalho, André C. P. L. F. Carvalho

	2013
j57		Rattan Priya, Bruno Feres de Souza, André L. D. Rossi, André Carlos Ponce Leon Ferreira de Carvalho: Predicting execution time of machine learning tasks for scheduling. Int. J. Hybrid Intell. Syst. 10(1): 23-32 (2013)
c101		Elaine R. Faria, João Gama, André C. P. L. F. Carvalho: Novelty detection algorithm for data streams multi-class problems. SAC 2013: 795-800
	2012
j56		Rodrigo 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: Automatic design of decision-tree induction algorithms tailored to flexible-receptor docking data. BMC Bioinformatics 13: 310 (2012)
j55		Taciana A. F. Gomes, Ricardo Bastos Cavalcante Prudêncio, Carlos Soares, André L. D. Rossi, André C. P. L. F. Carvalho: Combining meta-learning and search techniques to select parameters for support vector machines. Neurocomputing 75(1): 3-13 (2012)
j54		Rodrigo C. Barros, Márcio P. Basgalupp, André Carlos Ponce Leon Ferreira de Carvalho, Marcos G. Quiles: Clus-DTI: improving decision-tree classification with a clustering-based decision-tree induction algorithm. J. Braz. Comp. Soc. 18(4): 351-362 (2012)
j53		Rodrigo Coelho Barros, Márcio Porto Basgalupp, André Carlos Ponce Leon Ferreira de Carvalho, Alex Alves Freitas: A Survey of Evolutionary Algorithms for Decision-Tree Induction. IEEE Transactions on Systems, Man, and Cybernetics, Part C 42(3): 291-312 (2012)
c100		Mariá Cristina Vasconcelos Nascimento, Franklina Maria Bragion Toledo, André Carlos Ponce Leon Ferreira de Carvalho: A hybrid heuristic for the k-medoids clustering problem. GECCO 2012: 417-424
c99		Rodrigo C. Barros, Márcio P. Basgalupp, André Carlos Ponce Leon Ferreira de Carvalho, Alex Alves Freitas: A hyper-heuristic evolutionary algorithm for automatically designing decision-tree algorithms. GECCO 2012: 1237-1244
c98		Rattan Priya, Bruno Feres de Souza, André L. D. Rossi, André Carlos Ponce Leon Ferreira de Carvalho: Using Genetic Algorithms to Improve Prediction of Execution Times of ML Tasks. HAIS (1) 2012: 196-207
c97		Péricles B. C. de Miranda, Ricardo Bastos Cavalcante Prudêncio, André Carlos Ponce Leon Ferreira de Carvalho, Carlos Soares: An Experimental Study of the Combination of Meta-Learning with Particle Swarm Algorithms for SVM Parameter Selection. ICCSA (3) 2012: 562-575
c96		Jorge Kanda, Carlos Soares, Eduardo R. Hruschka, André Carlos Ponce Leon Ferreira de Carvalho: A Meta-Learning Approach to Select Meta-Heuristics for the Traveling Salesman Problem Using MLP-Based Label Ranking. ICONIP (3) 2012: 488-495
c95		Péricles B. C. de Miranda, Ricardo Bastos Cavalcante Prudêncio, André Carlos Ponce Leon Ferreira de Carvalho, Carlos Soares: Multi-objective optimization and Meta-learning for SVM parameter selection. IJCNN 2012: 1-8
c94		Ricardo Cerri, Rodrigo C. Barros, André Carlos Ponce Leon Ferreira de Carvalho: A genetic algorithm for Hierarchical Multi-Label Classification. SAC 2012: 250-255
c93		Elaine R. Faria, Rodrigo C. Barros, João Gama, André C. P. L. F. Carvalho: Improving the offline clustering stage of data stream algorithms in scenarios with variable number of clusters. SAC 2012: 829-830
c92		Péricles B. C. de Miranda, Ricardo B. C. Prudêncio, André C. P. L. F. Carvalho, Carlos Soares: Combining Meta-Learning with Multi-objective Particle Swarm Algorithms for SVM Parameter Selection: An Experimental Analysis. SBRN 2012: 1-6
c91		André Luis Debiaso Rossi, André C. P. L. F. Carvalho, Carlos Soares: Meta-Learning for Periodic Algorithm Selection in Time-Changing Data. SBRN 2012: 7-12
c90		Luís Paulo F. Garcia, Ana Carolina Lorena, André C. P. L. F. Carvalho: A Study on Class Noise Detection and Elimination. SBRN 2012: 13-18
c89		Rosane Maria Maffei Vallim, Jose Augusto Andrade Filho, André C. P. L. F. Carvalho, João Gama: A Density-Based Clustering Approach for Behavior Change Detection in Data Streams. SBRN 2012: 37-42
c88		Péricles B. C. de Miranda, Ricardo Bastos Cavalcante Prudêncio, André Carlos Ponce Leon Ferreira de Carvalho, Carlos Soares: Combining a multi-objective optimization approach with meta-learning for SVM parameter selection. SMC 2012: 2909-2914
	2011
j52		Murilo Coelho Naldi, Ricardo J. G. B. Campello, Eduardo R. Hruschka, André C. P. L. F. Carvalho: Efficiency issues of evolutionary k-means. Appl. Soft Comput. 11(2): 1938-1952 (2011)
j51		Mariá Cristina Vasconcelos Nascimento, André Carlos Ponce Leon Ferreira de Carvalho: Spectral methods for graph clustering - A survey. European Journal of Operational Research 211(2): 221-231 (2011)
j50		Ana 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: Comparing machine learning classifiers in potential distribution modelling. Expert Syst. Appl. 38(5): 5268-5275 (2011)
j49		Ricardo Cerri, André Carlos Ponce Leon Ferreira de Carvalho, Alex Alves Freitas: Adapting non-hierarchical multilabel classification methods for hierarchical multilabel classification. Intell. Data Anal. 15(6): 861-887 (2011)
j48		Claudia Regina Milaré, Gustavo E. A. P. A. Batista, André C. P. L. F. Carvalho: A hybrid approach to learn with imbalanced classes using evolutionary algorithms. Logic Journal of the IGPL 19(2): 293-303 (2011)
j47		Jorge Kanda, André Carlos Ponce Leon Ferreira de Carvalho, Eduardo R. Hruschka, Carlos Soares: Selection of algorithms to solve traveling salesman problems using meta-learning. Int. J. Hybrid Intell. Syst. 8(3): 117-128 (2011)
j46		Mariá Cristina Vasconcelos Nascimento, André C. P. L. F. Carvalho: A graph clustering algorithm based on a clustering coefficient for weighted graphs. J. Braz. Comp. Soc. 17(1): 19-29 (2011)
c87		Rodrigo C. Barros, Márcio P. Basgalupp, André Carlos Ponce Leon Ferreira de Carvalho, Alex Alves Freitas: Towards the automatic design of decision tree induction algorithms. GECCO (Companion) 2011: 567-574
c86		Jorge Kanda, André Carlos Ponce Leon Ferreira de Carvalho, Eduardo R. Hruschka, Carlos Soares: Using Meta-learning to Recommend Meta-heuristics for the Traveling Salesman Problem. ICMLA (1) 2011: 346-351
c85		Jose Augusto Andrade Filho, André C. P. L. F. Carvalho, Rodrigo Fernandes de Mello, Salem Alelyani, Huan Liu: Quantifying Features Using False Nearest Neighbors: An Unsupervised Approach. ICTAI 2011: 994-997
c84		Ricardo Cerri, Rodrigo C. Barros, André Carlos Ponce Leon Ferreira de Carvalho: Hierarchical multi-label classification for protein function prediction: A local approach based on neural networks. ISDA 2011: 337-343
c83		Rodrigo C. Barros, Ricardo Cerri, Pablo A. Jaskowiak, André Carlos Ponce Leon Ferreira de Carvalho: A bottom-up oblique decision tree induction algorithm. ISDA 2011: 450-456
c82		Rodrigo C. Barros, André Carlos Ponce Leon Ferreira de Carvalho, Márcio P. Basgalupp, Marcos G. Quiles: A clustering-based decision tree induction algorithm. ISDA 2011: 543-550
c81		Ricardo Cerri, André Carlos Ponce Leon Ferreira de Carvalho: Hierarchical Multilabel Protein Function Prediction Using Local Neural Networks. BSB 2011: 10-17
	2010
j45		Claudia Regina Milaré, Gustavo E. A. P. A. Batista, André C. P. L. F. Carvalho: A Study of the Influence of Rule Measures in Classifiers Induced by Evolutionary Algorithms. IEEE Intelligent Informatics Bulletin 11(1): 8-13 (2010)
j44		Mariá Cristina Vasconcelos Nascimento, Franklina Maria Bragion Toledo, André Carlos Ponce de Leon Ferreira de Carvalho: Investigation of a new GRASP-based clustering algorithm applied to biological data. Computers & OR 37(8): 1381-1388 (2010)
j43		Marley B. R. Vellasco, Marcílio Carlos Pereira de Souto, André Carlos Ponce Leon Ferreira de Carvalho: Special issue for the SBRN Guest Editorial. Neurocomputing 73(16-18): 2797-2798 (2010)
j42		Katti Faceli, Tiemi C. Sakata, Marcílio Carlos Pereira de Souto, André Carlos Ponce Leon Ferreira de Carvalho: Partitions selection strategy for set of clustering solutions. Neurocomputing 73(16-18): 2809-2819 (2010)
j41		Ana Carolina Lorena, André Carlos Ponce Leon Ferreira de Carvalho: Building binary-tree-based multiclass classifiers using separability measures. Neurocomputing 73(16-18): 2837-2845 (2010)
j40		Emilio Corchado, Ajith Abraham, André Carlos Ponce Leon Ferreira de Carvalho: Hybrid intelligent algorithms and applications. Inf. Sci. 180(14): 2633-2634 (2010)
c80		Bruno Feres de Souza, André Carlos Ponce Leon Ferreira de Carvalho, Carlos Soares: Empirical Evaluation of Ranking Prediction Methods for Gene Expression Data Classification. IBERAMIA 2010: 194-203
c79		Ricardo Cerri, André Carlos Ponce Leon Ferreira de Carvalho: New top-down methods using SVMs for Hierarchical Multilabel Classification problems. IJCNN 2010: 1-8
c78		Bruno Feres de Souza, André Carlos Ponce de Leon Ferreira de Carvalho, Carlos Soares: A comprehensive comparison of ML algorithms for gene expression data classification. IJCNN 2010: 1-8
c77		Rodrigo C. Barros, Márcio P. Basgalupp, Duncan D. Ruiz, André Carlos Ponce Leon Ferreira de Carvalho, Alex Alves Freitas: Evolutionary model tree induction. SAC 2010: 1131-1137
c76		Tiemi C. Sakata, Katti Faceli, Marcílio Carlos Pereira de Souto, André Carlos Ponce Leon Ferreira de Carvalho: Improvements in the Partitions Selection Strategy for Set of Clustering Solutions. SBRN 2010: 49-54
c75		Jorge Kanda, André Carlos Ponce Leon Ferreira de Carvalho, Eduardo R. Hruschka, Carlos Soares: Using Meta-learning to Classify Traveling Salesman Problems. SBRN 2010: 73-78
c74		Taciana A. F. Gomes, Ricardo Bastos Cavalcante Prudêncio, Carlos Soares, André L. D. Rossi, André Carlos Ponce Leon Ferreira de Carvalho: Combining Meta-learning and Search Techniques to SVM Parameter Selection. SBRN 2010: 79-84
c73		Ricardo Cerri, André Carlos Ponce Leon Ferreira de Carvalho: Hierarchical Multilabel Classification Using Top-Down Label Combination and Artificial Neural Networks. SBRN 2010: 253-258
p6		João Gama, Pedro Pereira Rodrigues, Eduardo J. Spinosa, André Carlos Ponce Leon Ferreira de Carvalho: Knowledge Discovery from Data Streams. Web Intelligence and Security - Advances in Data and Text Mining Techniques for Detecting and Preventing Terrorist Activities on the Web 2010: 125-138
e4		André Carlos Ponce Leon Ferreira de Carvalho, Sara Rodríguez-González, Juan F. De Paz Santana, Juan M. Corchado Rodríguez (Eds.): Distributed Computing and Artificial Intelligence - 7th International Symposium, DCAI 2010, 7-10 September 2010, Valencia, Spain. Advances in Soft Computing 79, Springer 2010, isbn 978-3-642-14882-8
	2009
e3		Ajith Abraham, Aboul Ella Hassanien, André Carlos Ponce Leon Ferreira de Carvalho (Eds.): Foundations of Computational Intelligence - Volume 4: Bio-Inspired Data Mining. Studies in Computational Intelligence 204, Springer 2009, isbn 978-3-642-01087-3
e2		Ajith Abraham, Aboul Ella Hassanien, André Carlos Ponce de Leon Ferreira de Carvalho, Václav Snásel (Eds.): Foundations of Computational Intelligence - Volume 6: Data Mining. Studies in Computational Intelligence 206, Springer 2009, isbn 978-3-642-01090-3
j39		Eduardo J. Spinosa, André Carlos Ponce de Leon Ferreira de Carvalho, João Gama: Novelty detection with application to data streams. Intell. Data Anal. 13(3): 405-422 (2009)
j38		Margarida G. M. S. Cardoso, André Carlos Ponce de Leon Ferreira de Carvalho: Quality indices for (practical) clustering evaluation. Intell. Data Anal. 13(5): 725-740 (2009)
j37		Márcio P. Basgalupp, André Carlos Ponce Leon Ferreira de Carvalho, Rodrigo C. Barros, Duncan D. Ruiz, Alex Alves Freitas: Lexicographic multi-objective evolutionary induction of decision trees. IJBIC 1(1/2): 105-117 (2009)
j36		Ana Carolina Lorena, André Carlos Ponce de Leon Ferreira de Carvalho: Evaluation Functions for the Evolutionary Design of Multiclass Support Vector Machines. International Journal of Computational Intelligence and Applications 8(1): 53-68 (2009)
j35		Katti Faceli, Marcílio Carlos Pereira de Souto, Daniel S. A. de Araujo, André Carlos Ponce Leon Ferreira de Carvalho: Multi-objective clustering ensemble for gene expression data analysis. Neurocomputing 72(13-15): 2763-2774 (2009)
j34		Giampaolo L. Libralon, André Carlos Ponce de Leon Ferreira de Carvalho, Ana Carolina Lorena: Pre-processing for noise detection in gene expression classification data. J. Braz. Comp. Soc. 15(1): 3-11 (2009)
j33		Eduardo R. Hruschka, Ricardo José Gabrielli Barreto Campello, Alex Alves Freitas, André Carlos Ponce Leon Ferreira de Carvalho: A Survey of Evolutionary Algorithms for Clustering. IEEE Transactions on Systems, Man, and Cybernetics, Part C 39(2): 133-155 (2009)
c72		Rosane Maria Maffei Vallim, Thyago S. P. C. Duque, David E. Goldberg, André C. P. L. F. Carvalho: The multi-label OCS with a genetic algorithm for rule discovery: implementation and first results. GECCO 2009: 1323-1330
c71		André L. B. Miranda, Luís Paulo F. Garcia, André C. P. L. F. Carvalho, Ana Carolina Lorena: Use of Classification Algorithms in Noise Detection and Elimination. HAIS 2009: 417-424
c70		Márcio P. Basgalupp, Rodrigo C. Barros, André Carlos Ponce Leon Ferreira de Carvalho, Alex Alves Freitas, Duncan D. Ruiz: LEGAL-tree: a lexicographic multi-objective genetic algorithm for decision tree induction. SAC 2009: 1085-1090
c69		Ricardo Cerri, Renato R. O. da Silva, André Carlos Ponce Leon Ferreira de Carvalho: Comparing Methods for Multilabel Classification of Proteins Using Machine Learning Techniques. BSB 2009: 109-120
p5		Danilo Horta, Murilo Coelho Naldi, Ricardo José Gabrielli Barreto Campello, Eduardo R. Hruschka, André Carlos Ponce Leon Ferreira de Carvalho: Evolutionary Fuzzy Clustering: An Overview and Efficiency Issues. Foundations of Computational Intelligence (4) 2009: 167-195
p4		André Carlos Ponce Leon Ferreira de Carvalho, Alex Alves Freitas: A Tutorial on Multi-label Classification Techniques. Foundations of Computational Intelligence (5) 2009: 177-195
	2008
j32		Ana Carolina Lorena, André Carlos Ponce Leon Ferreira de Carvalho, João Gama: A review on the combination of binary classifiers in multiclass problems. Artif. Intell. Rev. 30(1-4): 19-37 (2008)
j31		Claudio A. Policastro, André Carlos Ponce Leon Ferreira de Carvalho, Alexandre C. B. Delbem: A hybrid case adaptation approach for case-based reasoning. Appl. Intell. 28(2): 101-119 (2008)
j30		Edgar Pimenta, João Gama, André Carlos Ponce Leon Ferreira de Carvalho: The Dimension of Ecocs for Multiclass Classification Problems. International Journal on Artificial Intelligence Tools 17(3): 433-447 (2008)
j29		Teresa Bernarda Ludermir, Andreas König, André Carlos Ponce Leon Ferreira de Carvalho: Special Issue HIS 2007. Int. J. Hybrid Intell. Syst. 5(2): 57-58 (2008)
j28		Thiago Turchetti Maia, Antônio de Pádua Braga, André Carlos Ponce Leon Ferreira de Carvalho: Hybrid classification algorithms based on boosting and support vector machines. Kybernetes 37(9/10): 1469-1491 (2008)
c68		Tatyana B. S. de Oliveira, Liang Zhao, Katti Faceli, André Carlos Ponce Leon Ferreira de Carvalho: Data clustering based on complex network community detection. IEEE Congress on Evolutionary Computation 2008: 2121-2126
c67		Rosane Maria Maffei Vallim, David E. Goldberg, Xavier Llorà, Thyago S. P. C. Duque, André C. P. L. F. Carvalho: A new approach for multi-label classification based on default hierarchies and organizational learning. GECCO (Companion) 2008: 2017-2022
c66		André L. D. Rossi, André C. P. L. F. Carvalho, Carlos Soares: Bio-Inspired Parameter Tunning of MLP Networks for Gene Expression Analysis. HIS 2008: 435-440
c65		Bruno Feres de Souza, André Carlos Ponce Leon Ferreira de Carvalho, Carlos Soares: Metalearning for Gene Expression Data Classification. HIS 2008: 441-446
c64		André L. D. Rossi, Carlos Soares, André C. P. L. F. Carvalho: Bioinspired Parameter Tuning of MLP Networks for Gene Expression Analysis: Quality of Fitness Estimates vs. Number of Solutions Analysed. ICONIP (2) 2008: 252-259
c63		Mariá Cristina Vasconcelos Nascimento, Franklina Maria Bragion Toledo, André Carlos Ponce Leon Ferreira de Carvalho: Consensus Clustering Using Spectral Theory. ICONIP (1) 2008: 461-468
c62		Giampaolo L. Libralon, André Carlos Ponce Leon Ferreira de Carvalho, Ana Carolina Lorena: Ensembles of Pre-processing Techniques for Noise Detection in Gene Expression Data. ICONIP (1) 2008: 486-493
c61		Ana Carolina Lorena, Marinez Ferreira de Siqueira, Renato De Giovanni, André Carlos Ponce Leon Ferreira de Carvalho, Ronaldo C. Prati: Potential Distribution Modelling Using Machine Learning. IEA/AIE 2008: 255-264
c60		João Gama, André Carlos Ponce Leon Ferreira de Carvalho, Jesús S. Aguilar-Ruiz: Special track on Data Streams: editorial message. SAC 2008: 955
c59		Eduardo J. Spinosa, André Carlos Ponce Leon Ferreira de Carvalho, João Gama: Cluster-based novel concept detection in data streams applied to intrusion detection in computer networks. SAC 2008: 976-980
c58		Katti Faceli, Marcílio Carlos Pereira de Souto, André Carlos Ponce Leon Ferreira de Carvalho: A Strategyfor the Selection of Solutions of the Pareto Front Approximation in Multi-objective Clustering Approaches. SBRN 2008: 27-32
c57		André L. D. Rossi, Luis Debiaso, André Carlos Ponce Leon Ferreira de Carvalho: Bio-inspired Optimization Techniques for SVM Parameter Tuning. SBRN 2008: 57-62
c56		Ana Carolina Lorena, André Carlos Ponce Leon Ferreira de Carvalho: Tree Decomposition of Multiclass Problems. SBRN 2008: 189-194
c55		Eduardo P. Costa, Ana Carolina Lorena, André C. P. L. F. Carvalho, Alex Alves Freitas: Top-Down Hierarchical Ensembles of Classifiers for Predicting G-Protein-Coupled-Receptor Functions. BSB 2008: 35-46
p3		Ana Carolina Lorena, André Carlos Ponce Leon Ferreira de Carvalho: Investigation of Strategies for the Generation of Multiclass Support Vector Machines. New Challenges in Applied Intelligence Technologies 2008: 319-328
p2		Murilo Coelho Naldi, André Carlos Ponce Leon Ferreira de Carvalho, Ricardo José Gabrielli Barreto Campello, Eduardo R. Hruschka: Genetic Clustering for Data Mining. Soft Computing for Knowledge Discovery and Data Mining 2008: 113-132
p1		Ana Carolina Lorena, André Carlos Ponce Leon Ferreira de Carvalho: evolutionary Design of Code-matrices for Multiclass Problems. Soft Computing for Knowledge Discovery and Data Mining 2008: 153-184
	2007
j27		Ana Carolina Lorena, André Carlos Ponce Leon Ferreira de Carvalho: Protein cellular localization prediction with Support Vector Machines and Decision Trees. Comp. in Bio. and Med. 37(2): 115-125 (2007)
j26		Katti Faceli, André Carlos Ponce Leon Ferreira de Carvalho, Marcílio Carlos Pereira de Souto: Multi-objective clustering ensemble. Int. J. Hybrid Intell. Syst. 4(3): 145-156 (2007)
j25		J. F. G. Oliveira, A. P. S. Braga, André Carlos Ponce Leon Ferreira de Carvalho: Development of a dressing monitoring system through artificial intelligence and acoustic maps for high performance grinding. IJMTM 12(1/2/3): 171-183 (2007)
j24		Bruno Feres de Souza, André Carlos Ponce Leon Ferreira de Carvalho, Waldo Cancino Ticona: Applying genetic algorithms and support vector machines to the gene selection problem. Journal of Intelligent and Fuzzy Systems 18(5): 435-444 (2007)
j23		Ana Carolina Lorena, André C. P. L. F. Carvalho: Evolutionary design of multiclass support vector machines. Journal of Intelligent and Fuzzy Systems 18(5): 445-454 (2007)
j22		Ana Carolina Lorena, André Carlos Ponce Leon Ferreira de Carvalho: Uma Introdução às Support Vector Machines. RITA 14(2): 43-67 (2007)
c54		Murilo Coelho Naldi, André Carlos Ponce Leon Ferreira de Carvalho: Clustering using genetic algorithm combining validation criteria. ESANN 2007: 139-144
c53		Edgar Pimenta, João Gama, André Carlos Ponce Leon Ferreira de Carvalho: Pursuing the Best ECOC Dimension for Multiclass Problems. FLAIRS Conference 2007: 622-627
c52		Ana Carolina Lorena, André Carlos Ponce Leon Ferreira de Carvalho: Comparing Several Evaluation Functions in the Evolutionary Design of Multiclass Support Vector Machines. HIS 2007: 53-58
c51		Claudio 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: A Hybrid Case Based Reasoning Approach for Wine Classification. ISDA 2007: 395-400
c50		Eduardo J. Spinosa, André Carlos Ponce de Leon Ferreira de Carvalho, João Gama: OLINDDA: a cluster-based approach for detecting novelty and concept drift in data streams. SAC 2007: 448-452
c49		Katti Faceli, André Carlos Ponce Leon Ferreira de Carvalho, Marcílio Carlos Pereira de Souto: Multi-Objective Clustering Ensemble with Prior Knowledge. BSB 2007: 34-45
c48		Eduardo P. Costa, Ana Carolina Lorena, André Carlos Ponce Leon Ferreira de Carvalho, Alex Alves Freitas, Nicholas Holden: Comparing Several Approaches for Hierarchical Classification of Proteins with Decision Trees. BSB 2007: 126-137
	2006
j21		Aluizio F. R. Araújo, André Carlos Ponce Leon Ferreira de Carvalho: The Brazilian Symposium on Neural Networks (SBRN'04). Neurocomputing 70(1-3): 1-2 (2006)
j20		Renato Tinós, André Carlos Ponce Leon Ferreira de Carvalho: Use of gene dependent mutation probability in evolutionary neural networks for non-stationary problems. Neurocomputing 70(1-3): 44-54 (2006)
j19		Claudio A. Policastro, André Carlos Ponce Leon Ferreira de Carvalho, Alexandre C. B. Delbem: Automatic knowledge learning and case adaptation with a hybrid committee approach. J. Applied Logic 4(1): 26-38 (2006)
c47		Bruno Feres de Souza, André Carlos Ponce Leon Ferreira de Carvalho, Rodrigo Calvo, Renato Porfirio Ishii: Multiclass SVM Model Selection Using Particle Swarm Optimization. HIS 2006: 31
c46		Katti Faceli, André Carlos Ponce Leon Ferreira de Carvalho, Marcílio Carlos Pereira de Souto: Multi-Objective Clustering Ensemble. HIS 2006: 51
c45		Bruno Rodrigues Nery, Rodrigo Fernandes de Mello, André Carlos Ponce de Leon Ferreira de Carvalho, Laurence Tianruo Yang: Process Scheduling Using Ant Colony Optimization Techniques. ISPA 2006: 304-316
c44		Patricia Texeira Leite, Adriano A. F. M. Carneiro, André C. P. L. F. Carvalho: Hybrid Genetic Algorithm Applied to the Determination of the Optimal Operation of Hydrothermal Systems. SBRN 2006: 84-89
c43		Ana Carolina Lorena, André Carlos Ponce Leon Ferreira de Carvalho: Multiclass SVM Design and Parameter Selection with Genetic Algorithms. SBRN 2006: 131-136
	2005
j18		Estefane G. M. de Lacerda, André Carlos Ponce Leon Ferreira de Carvalho, Antônio de Pádua Braga, Teresa Bernarda Ludermir: Evolutionary Radial Basis Functions for Credit Assessment. Appl. Intell. 22(3): 167-181 (2005)
j17		Antonio Valerio Netto, André Carlos Ponce de Leon Ferreira de Carvalho: Classifier Combination Applied for Understanding of Eyes Images. International Journal of Computational Intelligence and Applications 5(3): 393-406 (2005)
j16		Ana L. C. Bazzan, André Carlos Ponce de Leon Ferreira de Carvalho: Multi-agent Systems and Machine Learning Facilitating Genome Annotation. RITA 12(1): 83-110 (2005)
c42		Daniela Mayumi Ushizima, Ana Carolina Lorena, André Carlos Ponce Leon Ferreira de Carvalho: Support Vector Machines Applied to White Blood Cell Recognition. HIS 2005: 379-384
c41		Liang Zhao, Antonio P. G. Damiance, André Carlos Ponce Leon Ferreira de Carvalho: A Self-organized Network for Data Clustering. ICNC (1) 2005: 1189-1198
c40		Giampaolo L. Libralao, Osvaldo C. P. Almeida, André Carlos Ponce Leon Ferreira de Carvalho: Classification of Ophthalmologic Images Using an Ensemble of Classifiers. IEA/AIE 2005: 380-389
c39		Ana Carolina Lorena, André Carlos Ponce Leon Ferreira de Carvalho: Minimum Spanning Trees in Hierarchical Multiclass Support Vector Machines Generation. IEA/AIE 2005: 422-431
c38		Ana Carolina Lorena, André Carlos Ponce Leon Ferreira de Carvalho: Protein Cellular Localization with Multiclass Support Vector Machines and Decision Trees. BSB 2005: 42-53
c37		Eduardo J. Spinosa, André Carlos Ponce Leon Ferreira de Carvalho: Combining One-Class Classifiers for Robust Novelty Detection in Gene Expression Data. BSB 2005: 54-64
c36		Katti Faceli, André Carlos Ponce Leon Ferreira de Carvalho, Marcílio Carlos Pereira de Souto: Evaluation of the Contents of Partitions Obtained with Clustering Gene Expression Data. BSB 2005: 65-76
r1		André Carlos Ponce Leon Ferreira de Carvalho, Antônio de Pádua Braga, Teresa Bernarda Ludermir: Credit Card Users' Data Mining. Encyclopedia of Information Science and Technology (I) 2005: 603-605
	2004
j15		Katti Faceli, André Carlos Ponce Leon Ferreira de Carvalho, Solange Oliveira Rezende: Combining Intelligent Techniques for Sensor Fusion. Appl. Intell. 20(3): 199-213 (2004)
j14		Antonio P. G. Damiance, Liang Zhao, André Carlos Ponce Leon Ferreira de Carvalho: A dynamical model with adaptive pixel moving for microarray images segmentation. Real-Time Imaging 10(4): 189-195 (2004)
j13		Liang Zhao, André Carlos Ponce Leon Ferreira de Carvalho, Zhaohui Li: Pixel clustering by adaptive pixel moving and chaotic synchronization. IEEE Transactions on Neural Networks 15(5): 1176-1185 (2004)
c35		Alexandre C. B. Delbem, André Carlos Ponce Leon Ferreira de Carvalho, Claudio A. Policastro, Adriano K. O. Pinto, Karen Honda, Anderson C. Garcia: Node-Depth Encoding for Evolutionary Algorithms Applied to Network Design. GECCO (1) 2004: 678-687
c34		Claudio A. Policastro, André Carlos Ponce Leon Ferreira de Carvalho, Alexandre C. B. Delbem: A Hybrid Case Based Reasoning Approach for Monitoring Water Quality. IEA/AIE 2004: 492-501
c33		Bruno Feres de Souza, André Carlos Ponce Leon Ferreira de Carvalho: Gene Selection Using Genetic Algorithms. ISBMDA 2004: 479-490
c32		Ana Carolina Lorena, André Carlos Ponce Leon Ferreira de Carvalho: Comparing Techniques for Multiclass Classification Using Binary SVM Predictors. MICAI 2004: 272-281
c31		Claudio A. Policastro, André Carlos Ponce Leon Ferreira de Carvalho, Alexandre C. B. Delbem: Automatic Case Adaptation with a Hybrid Committee Approach. MICAI 2004: 302-311
c30		Claudia Regina Milaré, Gustavo E. A. P. A. Batista, André Carlos Ponce Leon Ferreira de Carvalho, Maria Carolina Monard: Applying Genetic and Symbolic Learning Algorithms to Extract Rules from Artificial Neural Networks. MICAI 2004: 833-843
c29		Ana Carolina Lorena, André Carlos Ponce Leon Ferreira de Carvalho: An Hybrid GA/SVM Approach for Multiclass Classification with Directed Acyclic Graphs. SBIA 2004: 366-375
c28		Eduardo J. Spinosa, André Carlos Ponce Leon Ferreira de Carvalho: SVMs for novel class detection in Bioinformatics. WOB 2004: 81-88
c27		Bruno Feres de Souza, André Carlos Ponce Leon Ferreira de Carvalho: Gene Selection based on Multi-class SVMs and Genetic Algorithms. WOB 2004: 89-96
c26		Karen Honda, Alexandre C. B. Delbem, André Carlos Ponce Leon Ferreira de Carvalho: Phylogenetic Reconstruction from Evolutionary Algorithm using Edge-Set Representation. WOB 2004: 129-132
c25		Deborah J. Medeiros, André Carlos Ponce Leon Ferreira de Carvalho: Gene Clusters Analysis Using Text Mining. WOB 2004: 141-144
	2003
j12		Liang Zhao, Rogerio A. Furukawa, André Carlos Ponce Leon Ferreira de Carvalho: A Network of Coupled Chaotic Maps for Adaptive Multi-Scale Image Segmentation. Int. J. Neural Syst. 13(2): 129-137 (2003)
c24		Alexandre C. B. Delbem, André Carlos Ponce Leon Ferreira de Carvalho: A Forest Representation for Evolutionary Algorithms Applied to Network Design. GECCO 2003: 634-635
c23		Claudio A. Policastro, André Carlos Ponce Leon Ferreira de Carvalho, Alexandre C. B. Delbem: Hybrid Approach for Case Adaptation. HIS 2003: 331-340
c22		Ana Carolina Lorena, André Carlos Ponce Leon Ferreira de Carvalho: Human Splice Site Identification with Multiclass Support Vector Machines and Bagging. ICANN 2003: 234-244
c21		Claudio A. Policastro, André Carlos Ponce Leon Ferreira de Carvalho, Alexandre C. B. Delbem: Hybrid Approaches for Case Retrieval and Adaptation. KI 2003: 297-311
c20		Rodrigo Bianchi, Claudia Regina Milaré, André Carlos Ponce Leon Ferreira de Carvalho: E. Coli Promoter Gene Sequence and Human Splice Site Identification with Explanation by Extracting Rules from Trained Artificial Neural Networks. WOB 2003: 19-27
	2002
j11		Claudia Regina Milaré, André Carlos Ponce Leon Ferreira de Carvalho, Maria Carolina Monard: An Approach to Explain Neural Networks using Symbolic Algorithms. International Journal of Computational Intelligence and Applications 2(4): 365-376 (2002)
j10		Estefane G. M. de Lacerda, André Carlos Ponce Leon Ferreira de Carvalho, Teresa Bernarda Ludermir: Model selection via Genetic Algorithms for RBF networks. Journal of Intelligent and Fuzzy Systems 13(2-4): 111-122 (2002)
j9		Renata A. Macêdo, Donato da Silva-Filho, Denis V. Coury, Adriano A. F. M. Carneiro, André Carlos Ponce Leon Ferreira de Carvalho: A genetic algorithm based approach to track voltage and current harmonics in electrical power systems. Journal of Intelligent and Fuzzy Systems 13(2-4): 167-175 (2002)
j8		Estefane G. M. de Lacerda, André Carlos Ponce Leon Ferreira de Carvalho, Teresa Bernarda Ludermir: Um Tutorial sobre Algoritmos Genéticos. RITA 9(3): 7-39 (2002)
c19		Humberto Costa de Sousa, Ernesto Cuadros-Vargas, André Carlos Ponce Leon Ferreira de Carvalho: Artificial Neural Networks Designed as Components. JIISIC 2002: 129-137
c18		Claudia Regina Milaré, André Carlos Ponce Leon Ferreira de Carvalho, Maria Carolina Monard: Extracting Knowledge from Artificial Neural Networks: An Empirical Comparison of Trepan and Symbolic Learning Algorithms. MICAI 2002: 272-281
c17		Renata A. Macêdo, Donato da Silva-Filho, Denis V. Coury, André Carlos Ponce Leon Ferreira de Carvalho: A New Technique Based on Genetic Algorithms for Tracking of Power System Harmonics. SBRN 2002: 7-12
c16		Ana Carolina Lorena, Gustavo E. A. P. A. Batista, André Carlos Ponce Leon Ferreira de Carvalho, Maria Carolina Monard: The Influence of Noisy Patterns in the Performance of Learning Methods in the Splice Junction Recognition Problem. SBRN 2002: 31-37
c15		Liang Zhao, Rogerio A. Furukawa, André Carlos Ponce Leon Ferreira de Carvalho: A Network of Globally Coupled Chaotic Maps for Adaptive Multi-Resolution Image Segmentation. SBRN 2002: 92-97
c14		Estefane G. M. de Lacerda, André Carlos Ponce Leon Ferreira de Carvalho, Teresa Bernarda Ludermir: A Study of Crossvalidation and Bootstrap as Objective Functions for Genetic Algorithms. SBRN 2002: 118-123
c13		Patricia Texeira Leite, Alber de Franca Mendes Carneiro, André Carlos Ponce Leon Ferreira de Carvalho: Genetic Operators Setting for the Operation Planning of Hydrothermal Systems. SBRN 2002: 124-129
c12		Ana Carolina Lorena, Gustavo E. A. P. A. Batista, André Carlos Ponce Leon Ferreira de Carvalho, Maria Carolina Monard: Splice Junction Recognition using Machine Learning Techniques. WOB 2002: 32-39
c11		Silvia H. M. G. da Silva, Ana Carolina Lorena, André Carlos Ponce Leon Ferreira de Carvalho, Danielle D. Tambasco, Luciana C. A. Regitano: Aprendizado de Máquina Aplicado ao Estudo de Marcadores Moleculares para Produção de Carne Bovina. WOB 2002: 105-107
e1		André Carlos Ponce Leon Ferreira de Carvalho, José Carlos Maldonado, Juan Carlos Augusto, Manoel Gomes de Mendonça Neto, Silvia Teresita Acuña (Eds.): Proceedings of 2nd Ibero-American Symposium on Software Engineering and Knowledge Engineering (JIISIC'02), Salvador, Brasil, October 2002. 2002, isbn 85-87837-06-0
	2001
j7		Estefane G. M. de Lacerda, André Carlos Ponce Leon Ferreira de Carvalho, Teresa Bernarda Ludermir: Evolutionary Optimization of RBF Networks. Int. J. Neural Syst. 11(3): 287-294 (2001)
j6		André Carlos Ponce Leon Ferreira de Carvalho, Stefan C. Kremer: Introduction By Guest Editors: Non-Gradient Learning Techniques. Int. J. Neural Syst. 11(6): vii-ix (2001)
j5		André Carlos Ponce Leon Ferreira de Carvalho, M. M. Brizzotti: Combining RBF Networks Trained by Different Clustering Techniques. Neural Processing Letters 14(3): 227-240 (2001)
c10		Ricardo B. Sovat, Sandra M. Aluísio, André Carlos Ponce Leon Ferreira de Carvalho: RaBeCa: A Hybrid Case-Based Reasoning Development Environment. ICTAI 2001: 61-68
	2000
c9		Gustavo E. A. P. A. Batista, André Carlos Ponce Leon Ferreira de Carvalho, Maria Carolina Monard: Applying One-Sided Selection to Unbalanced Datasets. MICAI 2000: 315-325
c8		Estefane G. M. de Lacerda, Teresa Bernarda Ludermir, André Carlos Ponce Leon Ferreira de Carvalho: Evolutionary Optimization of RBF Networks. SBRN 2000: 219-224
c7		M. M. Brizzotti, André Carlos Ponce Leon Ferreira de Carvalho: Comparing Different Clustering Techniques RBF Networks Training. SBRN 2000: 225-230
	1999
j4		C. Nobre, E. Martineli, Antônio de Pádua Braga, André Carlos Ponce de Leon Ferreira de Carvalho, S. Rezende, José L. Braga, Teresa Bernarda Ludermir: Knowledge Extraction: A Comparison between Symbolic and Connectionist Methods. Int. J. Neural Syst. 9(3): 257-264 (1999)
	1998
j3		André Carlos Ponce Leon Ferreira de Carvalho, Michael C. Fairhurst: Applying Adaptive Logic Networks to character recognition. Pattern Recognition Letters 19(5-6): 469-473 (1998)
c6		Ernesto Cuadros-Vargas, Humberto Costa de Sousa, André Carlos Ponce Leon Ferreira de Carvalho: Automatic Target Recognition using a Constructive Approach. SBRN 1998: 112-117
c5		Marcelo de Oliveira Rosa, Jose Carlos Pereira, André Carlos Ponce Leon Ferreira de Carvalho: Evaluation of Neural Classifiers using Statistic Methods for Identification of Laryngeal Pathologies. SBRN 1998: 220-225
c4		Elson Felix Mendes Filho, André Carlos Ponce Leon Ferreira de Carvalho: Target Recognition using Evolutionary Neural Networks. SBRN 1998: 226-231
c3		Mário Oleskovicz, Denis V. Coury, André Carlos Ponce Leon Ferreira de Carvalho: Artificial Neural Network Applied to Power System Protection. SBRN 1998: 247-252
c2		Adriano A. F. M. Carneiro, Patricia Texeira Leite, André Carlos Ponce Leon Ferreira de Carvalho: A Genetic Algorithm Approach to Optimize the Operation Planning of Hydrothermal System Scheduling. SBRN 1998: 253-
	1997
j2		André Carlos Ponce Leon Ferreira de Carvalho, Michael C. Fairhurst, David L. Bisset: Combining Boolean Neural Architectures for Image Recognition. Connect. Sci. 9(4): 405-418 (1997)
c1		Elson Felix Mendes Filho, André Carlos Ponce Leon Ferreira de Carvalho: Evolutionary Design of MLP Neural Network Architectures. SBRN 1997: 58-65
	1994
j1		André Carlos Ponce Leon Ferreira de Carvalho, Michael C. Fairhurst, David L. Bisset: An integrated Boolean neural network for pattern classification. Pattern Recognition Letters 15(8): 807-813 (1994)

Coauthor Index

Colors in the list of coauthors

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