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André Carlos Ponce Leon Ferreira de Carvalho
André Carlos Ponce de Leon Ferreira de Carvalho – André C. P. L. F. Carvalho
2010 – today
- 2013
[j60]Murilo Coelho Naldi, André C. P. L. F. Carvalho, Ricardo J. G. B. Campello: Cluster ensemble selection based on relative validity indexes. Data Min. Knowl. Discov. 27(2): 259-289 (2013)
[j59]Rosane Maria Maffei Vallim, Jose Augusto Andrade Filho, Rodrigo Fernandes de Mello, André Carlos Ponce Leon Ferreira de Carvalho: Online behavior change detection in computer games. Expert Syst. Appl. 40(16): 6258-6265 (2013)
[j58]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)
[j57]Thiago F. Covoes, Rodrigo C. Barros, Tiago S. da Silva, Eduardo R. Hruschka, André Carlos Ponce Leon Ferreira de Carvalho: Hierarchical Bottom-Up Safe Semi-Supervised Support Vector Machines for Multi-Class Transductive Learning. JIDM 4(3): 357-373 (2013)
[c106]Ricardo Cerri, Rodrigo C. Barros, André Carlos Ponce Leon Ferreira de Carvalho, Alex Alves Freitas: A grammatical evolution algorithm for generation of Hierarchical Multi-Label Classification rules. IEEE Congress on Evolutionary Computation 2013: 454-461
[c105]Rodrigo C. Barros, Márcio P. Basgalupp, Ricardo Cerri, Tiago S. da Silva, André C. P. L. F. Carvalho: A grammatical evolution approach for software effort estimation. GECCO 2013: 1413-1420
[c104]Luís Paulo F. Garcia, André C. P. L. F. Carvalho, Ana Carolina Lorena: Noisy Data Set Identification. HAIS 2013: 629-638
[c103]Rodrigo C. Barros, Ricardo Cerri, Alex Alves Freitas, André Carlos Ponce de Leon Ferreira de Carvalho: Probabilistic Clustering for Hierarchical Multi-Label Classification of Protein Functions. ECML/PKDD (2) 2013: 385-400
[c102]Elaine R. Faria, João Gama, André C. P. L. F. Carvalho: Novelty detection algorithm for data streams multi-class problems. SAC 2013: 795-800
[c101]Márcio P. Basgalupp, Rodrigo C. Barros, Tiago S. da Silva, André C. P. L. F. Carvalho: Software effort prediction: a hyper-heuristic decision-tree based approach. SAC 2013: 1109-1116
[e5]Jeng-Shyang Pan, Marios M. Polycarpou, Michal Wozniak, André C. P. L. F. Carvalho, Héctor Quintián-Pardo, Emilio Corchado (Eds.): Hybrid Artificial Intelligent Systems - 8th International Conference, HAIS 2013, Salamanca, Spain, September 11-13, 2013. Proceedings. Lecture Notes in Computer Science 8073, Springer 2013, ISBN 978-3-642-40845-8- 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
2000 – 2009
- 2009
[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
[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- 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
1990 – 1999
- 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
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last updated on 2013-10-02 11:10 CEST by the dblp team



