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André Carlos Ponce de Leon Ferreira de Carvalho
List of publications from the DBLP Bibliography Server - FAQ
2009 | ||
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90 | EE | 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) |
2008 | ||
89 | EE | Ana Carolina Lorena, Marinez F. 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 |
88 | EE | 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 |
87 | EE | João Gama, André Carlos Ponce Leon Ferreira de Carvalho, Jesús S. Aguilar-Ruiz: Special track on Data Streams: editorial message. SAC 2008: 955 |
86 | EE | 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 |
85 | EE | Ana Carolina Lorena, André Carlos Ponce Leon Ferreira de Carvalho: Tree Decomposition of Multiclass Problems. SBRN 2008: 189-194 |
84 | EE | 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 |
83 | EE | André Rossi, Luis Debiaso, André Carlos Ponce Leon Ferreira de Carvalho: Bio-inspired Optimization Techniques for SVM Parameter Tuning. SBRN 2008: 57-62 |
82 | EE | 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 |
81 | EE | 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 |
80 | EE | 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 |
79 | EE | 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) |
78 | EE | 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) |
77 | EE | 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) |
2007 | ||
76 | EE | 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 |
75 | EE | 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 |
74 | EE | Murilo Coelho Naldi, André Carlos Ponce Leon Ferreira de Carvalho: Clustering using genetic algorithm combining validation criteria. ESANN 2007: 139-144 |
73 | Edgar Pimenta, João Gama, André Carlos Ponce Leon Ferreira de Carvalho: Pursuing the Best ECOC Dimension for Multiclass Problems. FLAIRS Conference 2007: 622-627 | |
72 | EE | 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 |
71 | EE | 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 |
70 | EE | 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) |
69 | EE | 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) |
68 | EE | 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) |
2006 | ||
67 | EE | 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 |
66 | EE | Katti Faceli, André Carlos Ponce Leon Ferreira de Carvalho, Marcílio Carlos Pereira de Souto: Multi-Objective Clustering Ensemble. HIS 2006: 51 |
65 | EE | 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 |
64 | EE | 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) |
63 | EE | 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) |
62 | EE | 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 | ||
61 | EE | 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 |
60 | EE | 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 |
59 | EE | 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 |
58 | EE | 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 |
57 | EE | 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 |
56 | EE | 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 |
55 | EE | 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 |
54 | 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 | |
53 | EE | 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) |
52 | EE | 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) |
51 | 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 | ||
50 | EE | 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 |
49 | EE | 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 |
48 | EE | Bruno Feres de Souza, André Carlos Ponce Leon Ferreira de Carvalho: Gene Selection Using Genetic Algorithms. ISBMDA 2004: 479-490 |
47 | EE | Ana Carolina Lorena, André Carlos Ponce Leon Ferreira de Carvalho: Comparing Techniques for Multiclass Classification Using Binary SVM Predictors. MICAI 2004: 272-281 |
46 | EE | 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 |
45 | EE | 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 |
44 | EE | 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 |
43 | 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 | |
42 | Deborah J. Medeiros, André Carlos Ponce Leon Ferreira de Carvalho: Gene Clusters Analysis Using Text Mining. WOB 2004: 141-144 | |
41 | Eduardo J. Spinosa, André Carlos Ponce Leon Ferreira de Carvalho: SVMs for novel class detection in Bioinformatics. WOB 2004: 81-88 | |
40 | 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 | |
39 | EE | 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) |
38 | EE | 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 | EE | 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 | EE | 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 | EE | 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 | EE | 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 | EE | 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 | EE | 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 | EE | 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 | EE | 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 | EE | 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 | EE | 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 | EE | 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 | EE | 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 | EE | 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 | EE | 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 | EE | 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 | EE | 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 | EE | 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 | EE | M. M. Brizzotti, André Carlos Ponce Leon Ferreira de Carvalho: Comparing Different Clustering Techniques RBF Networks Training. SBRN 2000: 225-230 |
1999 | ||
10 | EE | 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 | EE | 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 | EE | 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 | EE | Elson Felix Mendes Filho, André Carlos Ponce Leon Ferreira de Carvalho: Target Recognition using Evolutionary Neural Networks. SBRN 1998: 226-231 |
6 | EE | 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 | EE | 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 | EE | 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 | EE | Elson Felix Mendes Filho, André Carlos Ponce Leon Ferreira de Carvalho: Evolutionary Design of MLP Neural Network Architectures. SBRN 1997: 58-65 |
2 | EE | 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 | EE | 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) |