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André Carlos Ponce Leon Ferreira de Carvalho: [Publications] [Author Rank by year] [Co-authors] [Prefers] [Cites] [Cited by]

Publications of Author

  1. Alexandre C. B. Delbem, André Carlos Ponce Leon Ferreira de Carvalho
    A Forest Representation for Evolutionary Algorithms Applied to Network Design. [Citation Graph (0, 0)][DBLP]
    GECCO, 2003, pp:634-635 [Conf]
  2. 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. [Citation Graph (0, 0)][DBLP]
    GECCO (1), 2004, pp:678-687 [Conf]
  3. Claudio A. Policastro, André Carlos Ponce Leon Ferreira de Carvalho, Alexandre C. B. Delbem
    Hybrid Approach for Case Adaptation. [Citation Graph (0, 0)][DBLP]
    HIS, 2003, pp:331-340 [Conf]
  4. Daniela Mayumi Ushizima, Ana Carolina Lorena, André Carlos Ponce Leon Ferreira de Carvalho
    Support Vector Machines Applied to White Blood Cell Recognition. [Citation Graph (0, 0)][DBLP]
    HIS, 2005, pp:379-384 [Conf]
  5. Bruno Feres de Souza, André Carlos Ponce Leon Ferreira de Carvalho, Rodrigo Calvo, Renato Porfirio Ishii
    Multiclass SVM Model Selection Using Particle Swarm Optimization. [Citation Graph (0, 0)][DBLP]
    HIS, 2006, pp:31- [Conf]
  6. Katti Faceli, André Carlos Ponce Leon Ferreira de Carvalho, Marcílio Carlos Pereira de Souto
    Multi-Objective Clustering Ensemble. [Citation Graph (0, 0)][DBLP]
    HIS, 2006, pp:51- [Conf]
  7. Ana Carolina Lorena, André Carlos Ponce Leon Ferreira de Carvalho
    Human Splice Site Identification with Multiclass Support Vector Machines and Bagging. [Citation Graph (0, 0)][DBLP]
    ICANN, 2003, pp:234-244 [Conf]
  8. Liang Zhao, Antonio P. G. Damiance, André Carlos Ponce Leon Ferreira de Carvalho
    A Self-organized Network for Data Clustering. [Citation Graph (0, 0)][DBLP]
    ICNC (1), 2005, pp:1189-1198 [Conf]
  9. Ricardo B. Sovat, Sandra M. Aluísio, André Carlos Ponce Leon Ferreira de Carvalho
    RaBeCa: A Hybrid Case-Based Reasoning Development Environment. [Citation Graph (0, 0)][DBLP]
    ICTAI, 2001, pp:61-68 [Conf]
  10. Giampaolo L. Libralao, Osvaldo C. P. Almeida, André Carlos Ponce Leon Ferreira de Carvalho
    Classification of Ophthalmologic Images Using an Ensemble of Classifiers. [Citation Graph (0, 0)][DBLP]
    IEA/AIE, 2005, pp:380-389 [Conf]
  11. Ana Carolina Lorena, André Carlos Ponce Leon Ferreira de Carvalho
    Minimum Spanning Trees in Hierarchical Multiclass Support Vector Machines Generation. [Citation Graph (0, 0)][DBLP]
    IEA/AIE, 2005, pp:422-431 [Conf]
  12. Claudio A. Policastro, André Carlos Ponce Leon Ferreira de Carvalho, Alexandre C. B. Delbem
    A Hybrid Case Based Reasoning Approach for Monitoring Water Quality. [Citation Graph (0, 0)][DBLP]
    IEA/AIE, 2004, pp:492-501 [Conf]
  13. Bruno Feres de Souza, André Carlos Ponce Leon Ferreira de Carvalho
    Gene Selection Using Genetic Algorithms. [Citation Graph (0, 0)][DBLP]
    ISBMDA, 2004, pp:479-490 [Conf]
  14. Humberto Costa de Sousa, Ernesto Cuadros-Vargas, André Carlos Ponce Leon Ferreira de Carvalho
    Artificial Neural Networks Designed as Components. [Citation Graph (0, 0)][DBLP]
    JIISIC, 2002, pp:129-137 [Conf]
  15. Claudio A. Policastro, André Carlos Ponce Leon Ferreira de Carvalho, Alexandre C. B. Delbem
    Hybrid Approaches for Case Retrieval and Adaptation. [Citation Graph (0, 0)][DBLP]
    KI, 2003, pp:297-311 [Conf]
  16. Gustavo E. A. P. A. Batista, André Carlos Ponce Leon Ferreira de Carvalho, Maria Carolina Monard
    Applying One-Sided Selection to Unbalanced Datasets. [Citation Graph (0, 0)][DBLP]
    MICAI, 2000, pp:315-325 [Conf]
  17. Ana Carolina Lorena, André Carlos Ponce Leon Ferreira de Carvalho
    Comparing Techniques for Multiclass Classification Using Binary SVM Predictors. [Citation Graph (0, 0)][DBLP]
    MICAI, 2004, pp:272-281 [Conf]
  18. 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. [Citation Graph (0, 0)][DBLP]
    MICAI, 2002, pp:272-281 [Conf]
  19. 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. [Citation Graph (0, 0)][DBLP]
    MICAI, 2004, pp:833-843 [Conf]
  20. Claudio A. Policastro, André Carlos Ponce Leon Ferreira de Carvalho, Alexandre C. B. Delbem
    Automatic Case Adaptation with a Hybrid Committee Approach. [Citation Graph (0, 0)][DBLP]
    MICAI, 2004, pp:302-311 [Conf]
  21. Ana Carolina Lorena, André Carlos Ponce Leon Ferreira de Carvalho
    An Hybrid GA/SVM Approach for Multiclass Classification with Directed Acyclic Graphs. [Citation Graph (0, 0)][DBLP]
    SBIA, 2004, pp:366-375 [Conf]
  22. 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. [Citation Graph (0, 0)][DBLP]
    SBRN, 2002, pp:118-123 [Conf]
  23. Estefane G. M. de Lacerda, Teresa Bernarda Ludermir, André Carlos Ponce Leon Ferreira de Carvalho
    Evolutionary Optimization of RBF Networks. [Citation Graph (0, 0)][DBLP]
    SBRN, 2000, pp:219-224 [Conf]
  24. 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. [Citation Graph (0, 0)][DBLP]
    SBRN, 2002, pp:124-129 [Conf]
  25. 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. [Citation Graph (0, 0)][DBLP]
    SBRN, 2002, pp:31-37 [Conf]
  26. 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. [Citation Graph (0, 0)][DBLP]
    SBRN, 2002, pp:7-12 [Conf]
  27. M. M. Brizzotti, André Carlos Ponce Leon Ferreira de Carvalho
    Comparing Different Clustering Techniques RBF Networks Training. [Citation Graph (0, 0)][DBLP]
    SBRN, 2000, pp:225-230 [Conf]
  28. 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. [Citation Graph (0, 0)][DBLP]
    SBRN, 1998, pp:253-0 [Conf]
  29. Mário Oleskovicz, Denis V. Coury, André Carlos Ponce Leon Ferreira de Carvalho
    Artificial Neural Network Applied to Power System Protection. [Citation Graph (0, 0)][DBLP]
    SBRN, 1998, pp:247-252 [Conf]
  30. Elson Felix Mendes Filho, André Carlos Ponce Leon Ferreira de Carvalho
    Evolutionary Design of MLP Neural Network Architectures. [Citation Graph (0, 0)][DBLP]
    SBRN, 1997, pp:58-65 [Conf]
  31. Elson Felix Mendes Filho, André Carlos Ponce Leon Ferreira de Carvalho
    Target Recognition using Evolutionary Neural Networks. [Citation Graph (0, 0)][DBLP]
    SBRN, 1998, pp:226-231 [Conf]
  32. 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. [Citation Graph (0, 0)][DBLP]
    SBRN, 1998, pp:220-225 [Conf]
  33. Ernesto Cuadros-Vargas, Humberto Costa de Sousa, André Carlos Ponce Leon Ferreira de Carvalho
    Automatic Target Recognition using a Constructive Approach. [Citation Graph (0, 0)][DBLP]
    SBRN, 1998, pp:112-117 [Conf]
  34. 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. [Citation Graph (0, 0)][DBLP]
    SBRN, 2002, pp:92-97 [Conf]
  35. 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. [Citation Graph (0, 0)][DBLP]
    WOB, 2003, pp:19-27 [Conf]
  36. 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. [Citation Graph (0, 0)][DBLP]
    WOB, 2002, pp:105-107 [Conf]
  37. Deborah J. Medeiros, André Carlos Ponce Leon Ferreira de Carvalho
    Gene Clusters Analysis Using Text Mining. [Citation Graph (0, 0)][DBLP]
    WOB, 2004, pp:141-144 [Conf]
  38. 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. [Citation Graph (0, 0)][DBLP]
    BSB, 2005, pp:65-76 [Conf]
  39. Bruno Feres de Souza, André Carlos Ponce Leon Ferreira de Carvalho
    Gene Selection based on Multi-class SVMs and Genetic Algorithms. [Citation Graph (0, 0)][DBLP]
    WOB, 2004, pp:89-96 [Conf]
  40. Eduardo J. Spinosa, André Carlos Ponce Leon Ferreira de Carvalho
    SVMs for novel class detection in Bioinformatics. [Citation Graph (0, 0)][DBLP]
    WOB, 2004, pp:81-88 [Conf]
  41. Eduardo J. Spinosa, André Carlos Ponce Leon Ferreira de Carvalho
    Combining One-Class Classifiers for Robust Novelty Detection in Gene Expression Data. [Citation Graph (0, 0)][DBLP]
    BSB, 2005, pp:54-64 [Conf]
  42. Karen Honda, Alexandre C. B. Delbem, André Carlos Ponce Leon Ferreira de Carvalho
    Phylogenetic Reconstruction from Evolutionary Algorithm using Edge-Set Representation. [Citation Graph (0, 0)][DBLP]
    WOB, 2004, pp:129-132 [Conf]
  43. 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. [Citation Graph (0, 0)][DBLP]
    WOB, 2002, pp:32-39 [Conf]
  44. Ana Carolina Lorena, André Carlos Ponce Leon Ferreira de Carvalho
    Protein Cellular Localization with Multiclass Support Vector Machines and Decision Trees. [Citation Graph (0, 0)][DBLP]
    BSB, 2005, pp:42-53 [Conf]
  45. Katti Faceli, André Carlos Ponce Leon Ferreira de Carvalho, Solange Oliveira Rezende
    Combining Intelligent Techniques for Sensor Fusion. [Citation Graph (0, 0)][DBLP]
    Appl. Intell., 2004, v:20, n:3, pp:199-213 [Journal]
  46. 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. [Citation Graph (0, 0)][DBLP]
    Appl. Intell., 2005, v:22, n:3, pp:167-181 [Journal]
  47. André Carlos Ponce Leon Ferreira de Carvalho, Michael C. Fairhurst, David L. Bisset
    Combining Boolean Neural Architectures for Image Recognition. [Citation Graph (0, 0)][DBLP]
    Connect. Sci., 1997, v:9, n:4, pp:405-418 [Journal]
  48. Claudia Regina Milaré, André Carlos Ponce Leon Ferreira de Carvalho, Maria Carolina Monard
    An Approach to Explain Neural Networks using Symbolic Algorithms. [Citation Graph (0, 0)][DBLP]
    International Journal of Computational Intelligence and Applications, 2002, v:2, n:4, pp:365-376 [Journal]
  49. André Carlos Ponce Leon Ferreira de Carvalho, Stefan C. Kremer
    Introduction By Guest Editors: Non-Gradient Learning Techniques. [Citation Graph (0, 0)][DBLP]
    Int. J. Neural Syst., 2001, v:11, n:6, pp:0-0 [Journal]
  50. Estefane G. M. de Lacerda, André Carlos Ponce Leon Ferreira de Carvalho, Teresa Bernarda Ludermir
    Evolutionary Optimization of RBF Networks. [Citation Graph (0, 0)][DBLP]
    Int. J. Neural Syst., 2001, v:11, n:3, pp:287-294 [Journal]
  51. Liang Zhao, Rogerio A. Furukawa, André Carlos Ponce Leon Ferreira de Carvalho
    A Network of Coupled Chaotic Maps for Adaptive Multi-Scale Image Segmentation. [Citation Graph (0, 0)][DBLP]
    Int. J. Neural Syst., 2003, v:13, n:2, pp:129-137 [Journal]
  52. Aluizio F. R. Araújo, André Carlos Ponce Leon Ferreira de Carvalho
    The Brazilian Symposium on Neural Networks (SBRN'04). [Citation Graph (0, 0)][DBLP]
    Neurocomputing, 2006, v:70, n:1-3, pp:1-2 [Journal]
  53. Renato Tinós, André Carlos Ponce Leon Ferreira de Carvalho
    Use of gene dependent mutation probability in evolutionary neural networks for non-stationary problems. [Citation Graph (0, 0)][DBLP]
    Neurocomputing, 2006, v:70, n:1-3, pp:44-54 [Journal]
  54. 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. [Citation Graph (0, 0)][DBLP]
    J. Applied Logic, 2006, v:4, n:1, pp:26-38 [Journal]
  55. Estefane G. M. de Lacerda, André Carlos Ponce Leon Ferreira de Carvalho, Teresa Bernarda Ludermir
    Model selection via Genetic Algorithms for RBF networks. [Citation Graph (0, 0)][DBLP]
    Journal of Intelligent and Fuzzy Systems, 2002, v:13, n:2-4, pp:111-122 [Journal]
  56. 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. [Citation Graph (0, 0)][DBLP]
    Journal of Intelligent and Fuzzy Systems, 2002, v:13, n:2-4, pp:167-175 [Journal]
  57. André Carlos Ponce Leon Ferreira de Carvalho, M. M. Brizzotti
    Combining RBF Networks Trained by Different Clustering Techniques. [Citation Graph (0, 0)][DBLP]
    Neural Processing Letters, 2001, v:14, n:3, pp:227-240 [Journal]
  58. André Carlos Ponce Leon Ferreira de Carvalho, Michael C. Fairhurst
    Applying Adaptive Logic Networks to character recognition. [Citation Graph (0, 0)][DBLP]
    Pattern Recognition Letters, 1998, v:19, n:5-6, pp:469-473 [Journal]
  59. André Carlos Ponce Leon Ferreira de Carvalho, Michael C. Fairhurst, David L. Bisset
    An integrated Boolean neural network for pattern classification. [Citation Graph (0, 0)][DBLP]
    Pattern Recognition Letters, 1994, v:15, n:8, pp:807-813 [Journal]
  60. Estefane G. M. de Lacerda, André Carlos Ponce Leon Ferreira de Carvalho, Teresa Bernarda Ludermir
    Um Tutorial sobre Algoritmos Genéticos. [Citation Graph (0, 0)][DBLP]
    RITA, 2002, v:9, n:3, pp:7-39 [Journal]
  61. Antonio P. G. Damiance, Liang Zhao, André Carlos Ponce Leon Ferreira de Carvalho
    A dynamical model with adaptive pixel moving for microarray images segmentation. [Citation Graph (0, 0)][DBLP]
    Real-Time Imaging, 2004, v:10, n:4, pp:189-195 [Journal]
  62. Edgar Pimenta, João Gama, André Carlos Ponce Leon Ferreira de Carvalho
    Pursuing the Best ECOC Dimension for Multiclass Problems. [Citation Graph (0, 0)][DBLP]
    FLAIRS Conference, 2007, pp:622-627 [Conf]
  63. 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. [Citation Graph (0, 0)][DBLP]
    BSB, 2007, pp:126-137 [Conf]
  64. Katti Faceli, André Carlos Ponce Leon Ferreira de Carvalho, Marcílio Carlos Pereira de Souto
    Multi-Objective Clustering Ensemble with Prior Knowledge. [Citation Graph (0, 0)][DBLP]
    BSB, 2007, pp:34-45 [Conf]
  65. Katti Faceli, André Carlos Ponce Leon Ferreira de Carvalho, Marcílio Carlos Pereira de Souto
    Multi-objective clustering ensemble. [Citation Graph (0, 0)][DBLP]
    Int. J. Hybrid Intell. Syst., 2007, v:4, n:3, pp:145-156 [Journal]

  66. Clustering using genetic algorithm combining validation criteria. [Citation Graph (, )][DBLP]


  67. Comparing Several Evaluation Functions in the Evolutionary Design of Multiclass Support Vector Machines. [Citation Graph (, )][DBLP]


  68. Metalearning for Gene Expression Data Classification. [Citation Graph (, )][DBLP]


  69. Consensus Clustering Using Spectral Theory. [Citation Graph (, )][DBLP]


  70. Ensembles of Pre-processing Techniques for Noise Detection in Gene Expression Data. [Citation Graph (, )][DBLP]


  71. Potential Distribution Modelling Using Machine Learning. [Citation Graph (, )][DBLP]


  72. Special track on Data Streams: editorial message. [Citation Graph (, )][DBLP]


  73. Cluster-based novel concept detection in data streams applied to intrusion detection in computer networks. [Citation Graph (, )][DBLP]


  74. LEGAL-tree: a lexicographic multi-objective genetic algorithm for decision tree induction. [Citation Graph (, )][DBLP]


  75. Evolutionary model tree induction. [Citation Graph (, )][DBLP]


  76. A Strategyfor the Selection of Solutions of the Pareto Front Approximation in Multi-objective Clustering Approaches. [Citation Graph (, )][DBLP]


  77. Tree Decomposition of Multiclass Problems. [Citation Graph (, )][DBLP]


  78. Multiclass SVM Design and Parameter Selection with Genetic Algorithms. [Citation Graph (, )][DBLP]


  79. Bio-inspired Optimization Techniques for SVM Parameter Tuning. [Citation Graph (, )][DBLP]


  80. Comparing Methods for Multilabel Classification of Proteins Using Machine Learning Techniques. [Citation Graph (, )][DBLP]


  81. Data clustering based on complex network community detection. [Citation Graph (, )][DBLP]


  82. A review on the combination of binary classifiers in multiclass problems. [Citation Graph (, )][DBLP]


  83. A hybrid case adaptation approach for case-based reasoning. [Citation Graph (, )][DBLP]


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