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André Carlos Ponce de Leon Ferreira de Carvalho, André C. P. L. F. Carvalho
List of publications from the DBLP Bibliography Server - FAQ
| 2012 | ||
|---|---|---|
| 147 | 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 | |
| 146 | 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) | |
| 145 | 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) | |
| 2011 | ||
| 144 | Ricardo Cerri, André Carlos Ponce Leon Ferreira de Carvalho: Hierarchical Multilabel Protein Function Prediction Using Local Neural Networks. BSB 2011: 10-17 | |
| 143 | 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 | |
| 142 | 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 | |
| 141 | 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) | |
| 140 | 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) | |
| 139 | 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) | |
| 138 | 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) | |
| 137 | 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) | |
| 136 | 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) | |
| 135 | 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) | |
| 2010 | ||
| 134 | André Carlos Ponce Leon Ferreira de Carvalho, Sara Rodríguez-González, Juan F. De Paz Santana, Juan M. Corchado Rodríguez: Distributed Computing and Artificial Intelligence - 7th International Symposium, DCAI 2010, 7-10 September 2010, Valencia, Spain Springer 2010 | |
| 133 | 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 | |
| 132 | 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 | |
| 131 | Ricardo Cerri, André Carlos Ponce Leon Ferreira de Carvalho: New top-down methods using SVMs for Hierarchical Multilabel Classification problems. IJCNN 2010: 1-8 | |
| 130 | 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 | |
| 129 | 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 | |
| 128 | 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 | |
| 127 | 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 | |
| 126 | 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 | |
| 125 | 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) | |
| 124 | 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) | |
| 123 | Emilio Corchado, Ajith Abraham, André Carlos Ponce Leon Ferreira de Carvalho: Hybrid intelligent algorithms and applications. Inf. Sci. 180(14): 2633-2634 (2010) | |
| 122 | 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) | |
| 121 | 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) | |
| 120 | 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) | |
| 2009 | ||
| 119 | Ajith Abraham, Aboul Ella Hassanien, André Carlos Ponce Leon Ferreira de Carvalho: Foundations of Computational Intelligence - Volume 4: Bio-Inspired Data Mining Springer 2009 | |
| 118 | Ajith Abraham, Aboul Ella Hassanien, André Carlos Ponce de Leon Ferreira de Carvalho, Václav Snásel: Foundations of Computational Intelligence - Volume 6: Data Mining Springer 2009 | |
| 117 | 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 | |
| 116 | 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 | |
| 115 | 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 | |
| 114 | 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 | |
| 113 | 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 | |
| 112 | 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 | |
| 111 | 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) | |
| 110 | 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) | |
| 109 | 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) | |
| 108 | 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) | |
| 107 | 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) | |
| 106 | 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) | |
| 105 | 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) | |
| 2008 | ||
| 104 | 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 | |
| 103 | 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 | |
| 102 | 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 | |
| 101 | Bruno Feres de Souza, André Carlos Ponce Leon Ferreira de Carvalho, Carlos Soares: Metalearning for Gene Expression Data Classification. HIS 2008: 441-446 | |
| 100 | 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 | |
| 99 | 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 | |
| 98 | 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 | |
| 97 | 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 | |
| 96 | 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 | |
| 95 | João Gama, André Carlos Ponce Leon Ferreira de Carvalho, Jesús S. Aguilar-Ruiz: Special track on Data Streams: editorial message. SAC 2008: 955 | |
| 94 | 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 | |
| 93 | Ana Carolina Lorena, André Carlos Ponce Leon Ferreira de Carvalho: Tree Decomposition of Multiclass Problems. SBRN 2008: 189-194 | |
| 92 | 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 | |
| 91 | 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 | |
| 90 | 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 | |
| 89 | 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 | |
| 88 | 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 | |
| 87 | 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) | |
| 86 | 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) | |
| 85 | 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) | |
| 84 | 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) | |
| 83 | 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) | |
| 2007 | ||
| 82 | 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 | |
| 81 | 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 | |
| 80 | Murilo Coelho Naldi, André Carlos Ponce Leon Ferreira de Carvalho: Clustering using genetic algorithm combining validation criteria. ESANN 2007: 139-144 | |
| 79 | Edgar Pimenta, João Gama, André Carlos Ponce Leon Ferreira de Carvalho: Pursuing the Best ECOC Dimension for Multiclass Problems. FLAIRS Conference 2007: 622-627 | |
| 78 | 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 | |
| 77 | 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 | |
| 76 | 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) | |
| 75 | 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) | |
| 74 | 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) | |
| 73 | 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) | |
| 72 | 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) | |
| 71 | Ana Carolina Lorena, André Carlos Ponce Leon Ferreira de Carvalho: Uma Introdução às Support Vector Machines. RITA 14(2): 43-67 (2007) | |
| 2006 | ||
| 70 | 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 | |
| 69 | Katti Faceli, André Carlos Ponce Leon Ferreira de Carvalho, Marcílio Carlos Pereira de Souto: Multi-Objective Clustering Ensemble. HIS 2006: 51 | |
| 68 | 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 | |
| 67 | Ana Carolina Lorena, André Carlos Ponce Leon Ferreira de Carvalho: Multiclass SVM Design and Parameter Selection with Genetic Algorithms. SBRN 2006: 131-136 | |
| 66 | 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 | |
| 65 | 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) | |
| 64 | 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) | |
| 63 | 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) | |
| 2005 | ||
| 62 | 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 | |
| 61 | 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 | |
| 60 | 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 | |
| 59 | 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 | |
| 58 | 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 | |
| 57 | 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 | |
| 56 | 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 | |
| 55 | 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 | |
| 54 | 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) | |
| 53 | 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) | |
| 52 | 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) | |
| 2004 | ||
| 51 | 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 | |
| 50 | 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 | |
| 49 | Bruno Feres de Souza, André Carlos Ponce Leon Ferreira de Carvalho: Gene Selection Using Genetic Algorithms. ISBMDA 2004: 479-490 | |
| 48 | Ana Carolina Lorena, André Carlos Ponce Leon Ferreira de Carvalho: Comparing Techniques for Multiclass Classification Using Binary SVM Predictors. MICAI 2004: 272-281 | |
| 47 | 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 | |
| 46 | 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 | |
| 45 | 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 | |
| 44 | 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 | |
| 43 | Deborah J. Medeiros, André Carlos Ponce Leon Ferreira de Carvalho: Gene Clusters Analysis Using Text Mining. WOB 2004: 141-144 | |
| 42 | Eduardo J. Spinosa, André Carlos Ponce Leon Ferreira de Carvalho: SVMs for novel class detection in Bioinformatics. WOB 2004: 81-88 | |
| 41 | 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 | |
| 40 | 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) | |
| 39 | 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) | |
| 38 | 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) | |
| 2003 | ||
| 37 | 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 | |
| 36 | Claudio A. Policastro, André Carlos Ponce Leon Ferreira de Carvalho, Alexandre C. B. Delbem: Hybrid Approach for Case Adaptation. HIS 2003: 331-340 | |
| 35 | 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 | |
| 34 | 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 | |
| 33 | 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 | |
| 32 | 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) | |
| 2002 | ||
| 31 | André Carlos Ponce Leon Ferreira de Carvalho, José Carlos Maldonado, Juan Carlos Augusto, Manoel Gomes de Mendonça Neto, Silvia Teresita Acuña: Proceedings of 2nd Ibero-American Symposium on Software Engineering and Knowledge Engineering (JIISIC'02), Salvador, Brasil, October 2002 JIISIC 2002 | |
| 30 | Humberto Costa de Sousa, Ernesto Cuadros-Vargas, André Carlos Ponce Leon Ferreira de Carvalho: Artificial Neural Networks Designed as Components. JIISIC 2002: 129-137 | |
| 29 | 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 | |
| 28 | 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 | |
| 27 | 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 | |
| 26 | 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 | |
| 25 | 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 | |
| 24 | 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 | |
| 23 | 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 | |
| 22 | 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 | |
| 21 | 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) | |
| 20 | 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) | |
| 19 | 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) | |
| 18 | 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) | |
| 2001 | ||
| 17 | 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 | |
| 16 | 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) | |
| 15 | 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) | |
| 14 | 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) | |
| 2000 | ||
| 13 | 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 | |
| 12 | Estefane G. M. de Lacerda, Teresa Bernarda Ludermir, André Carlos Ponce Leon Ferreira de Carvalho: Evolutionary Optimization of RBF Networks. SBRN 2000: 219-224 | |
| 11 | M. M. Brizzotti, André Carlos Ponce Leon Ferreira de Carvalho: Comparing Different Clustering Techniques RBF Networks Training. SBRN 2000: 225-230 | |
| 1999 | ||
| 10 | 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 | ||
| 9 | 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 | |
| 8 | 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 | |
| 7 | Elson Felix Mendes Filho, André Carlos Ponce Leon Ferreira de Carvalho: Target Recognition using Evolutionary Neural Networks. SBRN 1998: 226-231 | |
| 6 | Mário Oleskovicz, Denis V. Coury, André Carlos Ponce Leon Ferreira de Carvalho: Artificial Neural Network Applied to Power System Protection. SBRN 1998: 247-252 | |
| 5 | 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- | |
| 4 | 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) | |
| 1997 | ||
| 3 | Elson Felix Mendes Filho, André Carlos Ponce Leon Ferreira de Carvalho: Evolutionary Design of MLP Neural Network Architectures. SBRN 1997: 58-65 | |
| 2 | 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) | |
| 1994 | ||
| 1 | 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) | |
Colors in the list of coauthors
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