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André Carlos Ponce De Leon Ferreira De Carvalho Membro da Rede CpE

Dados pessoais

  • HS Health Sciences
  • LS Life Sciences
  • MU Multidisciplinary
  • PS Physical Sciences
  • SH Social Sciences & Humanities
# Nome Links Grande Área Área
1 Aluizio Fausto Ribeiro ARAÚJO Ciências Exatas e da Terra Ciência da Computação
2 Antonio Nelson Rodrigues Da SILVA Engenharias Engenharia de Transportes
3 Arthur Plínio De Souza BRAGA Engenharias Engenharia Elétrica
4 Carlos Renato Lisboa FRANCÊS Ciências Exatas e da Terra Ciência da Computação
5 Célia Ghedini RALHA Ciências Exatas e da Terra Ciência da Computação
6 Guilherme Corrêa De OLIVEIRA Ciências Biológicas Bioquímica
7 Jose Carlos MALDONADO Ciências Exatas e da Terra Ciência da Computação
8 Mariana Pires De Campos TELLES Ciências Biológicas Genética
9 Renata Pontin De Mattos FORTES Ciências Exatas e da Terra Ciência da Computação
10 Ricardo Bastos Cavalcante PRUDENCIO Ciências Exatas e da Terra Ciência da Computação
11 Rita Maria Da Silva JULIA Ciências Exatas e da Terra Ciência da Computação
12 Sandra Maria ALUÍSIO Ciências Exatas e da Terra Ciência da Computação
Figura 1. Número de publicações por ano e por tipo, considerando todas as publicações.
  1. Physical Sciences Computer Science (miscellaneous)
    Adrian El BAZ; Ullah IHSAN; Edésio ALCOBACA; André Carlos Ponce De Leon Ferreira De CARVALHO; Outros AUTORES. 2022. Lessons learned from the neurips 2021 metadl challenge: backbone fine-tuning without episodic meta-learning dominates for few-shot learning image classification. In: Conference and workshop on neural information processing systems (neurips). Estados Unidos.
  2. Physical Sciences Energy Engineering and Power Technology
    Santos Moises R; Braz Douglas D C; André Carlos Ponce De Leon Ferreira De CARVALHO; Tinos RENATO; Paula Marcos B S et al. 2022. Machine learning approach for trend prediction to improve returns on brazilian energy market. In: 2022 ieee latin american conference on computational intelligence (lacci). Brasil.
  3. Physical Sciences Computer Science (miscellaneous)
    Silvestre Gabriel DALFORNO; Dos Santos Moises ROCHA; André Carlos Ponce De Leon Ferreira De CARVALHO. 2021. Seasonal-trend decomposition based on loess + machine learning: hybrid forecasting for monthly univariate time series. In: 2021 international joint conference on neural networks (ijcnn). Brasil.
  4. Physical Sciences Artificial Intelligence
    Pimentel Bruno ALMEIDA; André Carlos Ponce De Leon Ferreira De CARVALHO. 2019. Unsupervised meta-learning for clustering algorithm recommendation. In: 2019 international joint conference on neural networks (ijcnn). Hungria.
  5. Physical Sciences Computer Science (miscellaneous)
    Nogueira Lorena Luiz HENRIQUE; Goncalves Quiles MARCOS; Nogueira Lorena Luiz ANTONIO; André Carlos Ponce De Leon Ferreira De CARVALHO; Cespedes Juliana GARCIA. 2019. Qualitative data clustering: a new integer linear programming model. In: 2019 international joint conference on neural networks (ijcnn). Brasil.
  6. Physical Sciences Computer Science (miscellaneous)
    Luciano ANDRADE; André Carlos Ponce De Leon Ferreira De CARVALHO. 2019. Fraud detection using explainable machine learning algorithms. In: 15th international conference on machine learning and data mining. Alemanha.
  7. Physical Sciences Computer Science (miscellaneous)
    Kemilly DEARO; Tiago CARVALHO; Moreira João MENDES; João CARDOSO; André Carlos Ponce De Leon Ferreira De CARVALHO. 2019. A study on hyperparameter configuration for human activity recognition. In: 14th international conference on soft computing models in industrial and environmental applications (soco) 2019. Espanha.
  8. Physical Sciences Computer Science (miscellaneous)
    Kemilly DEARO; Mannes POEL; Joost N KOK; André Carlos Ponce De Leon Ferreira De CARVALHO. 2019. Online clustering for novelty detection and concept drift in data streams. In: 19th epia conference on artificial intelligence; (epia) 2019. Brasil.
  9. Physical Sciences Computer Science (miscellaneous)
    Fabiola PEREIRA; André Carlos Ponce De Leon Ferreira De CARVALHO; Rafael ASSIS; Maxley COSTA; Elaine FARIA et al. 2019. Feature-based time series classification for service request opening prediction in the telecom industry. In: 19th epia conference on artificial intelligence; (epia) 2019. Portugal.
  10. Physical Sciences Computer Science (miscellaneous)
    Turrisi Da Costa Victor GUILHERME; Martiello Mastelini SAULO; André Carlos Ponce De Leon Ferreira De CARVALHO; Barbon SYLVIO. 2019. Online local boosting: improving performance in online decision trees. In: 2019 8th brazilian conference on intelligent systems (bracis). Brasil.
  11. Physical Sciences Artificial Intelligence
    Barella VICTOR; Garcia LUIS; André Carlos Ponce De Leon Ferreira De CARVALHO. 2019. The influence of sampling on imbalanced data classification. In: 2019 8th brazilian conference on intelligent systems (bracis). Brasil.
  12. Life Sciences Biochemistry, Genetics and Molecular Biology (miscellaneous)
    Parmezan Bonidia ROBSON; André Carlos Ponce De Leon Ferreira De CARVALHO; Rossi Paschoal ALEXANDRE; Sipoli Sanches DANILO. 2019. Selecting the most relevant features for the identification of long non-coding rnas in plants. In: 2019 8th brazilian conference on intelligent systems (bracis). Brasil.
  13. Health Sciences Medicine (miscellaneous)
    Brito Sarracino TAMIRES; Rocha Dos Santos MOISES; Freire Antunes ERIC; Batista De Andrade Santos IURY; Coelho Kasmanas JONAS et al. 2019. Explainable machine learning for breast cancer diagnosis. In: 2019 8th brazilian conference on intelligent systems (bracis). Brasil.
  14. Physical Sciences Computer Science (miscellaneous)
    Márquez RENNY; Weber RICHARD; André Carlos Ponce De Leon Ferreira De CARVALHO. 2019. A non-negative matrix factorization approach to update communities in temporal networks using node features. In: Asonam '19: international conference on advances in social networks analysis and mining. Estados Unidos.
  15. Physical Sciences Computer Science Applications
    Cunha TIAGO; Soares CARLOS; André Carlos Ponce De Leon Ferreira De CARVALHO. 2018. A label ranking approach for selecting rankings of collaborative filtering algorithms. In: The 33rd annual acm symposium. França.
  16. Physical Sciences Computer Science Applications
    Machado Bruno BRANDOLI; Spadon GABRIEL; Arruda Mauro S; Goncalves Wesley N; André Carlos Ponce De Leon Ferreira De CARVALHO et al. 2018. A smartphone application to measure the quality of pest control spraying machines via image analysis. In: The 33rd annual acm symposium. França.
  17. Physical Sciences Artificial Intelligence
    Barella Victor H; Garcia Luis P F; De Souto Marcilio P; Lorena Ana C; André Carlos Ponce De Leon Ferreira De CARVALHO. 2018. Data complexity measures for imbalanced classification tasks. In: 2018 international joint conference on neural networks (ijcnn). Brasil.
  18. Physical Sciences Artificial Intelligence
    Cunha TIAGO; Soares CARLOS; André Carlos Ponce De Leon Ferreira De CARVALHO. 2018. Cf4cf. In: The 12th acm conference. Canadá.
  19. Physical Sciences Artificial Intelligence
    Pimentel Bruno ALMEIDA; André Carlos Ponce De Leon Ferreira De CARVALHO. 2018. Statistical versus distance-based meta-features for clustering algorithm recommendation using meta-learning. In: 2018 international joint conference on neural networks (ijcnn). Brasil.
  20. Physical Sciences Artificial Intelligence
    Cerri RICARDO; Mantovani Rafael G; Basgalupp Marcio P; André Carlos Ponce De Leon Ferreira De CARVALHO. 2018. Multi-label feature selection techniques for hierarchical multi-label protein function prediction. In: 2018 international joint conference on neural networks (ijcnn). Brasil.
  21. Physical Sciences Computer Science (miscellaneous)
    Rivolli ADRIANO; Soares CARLOS; André Carlos Ponce De Leon Ferreira De CARVALHO. 2018. Label expansion for multi-label classification. In: 2018 7th brazilian conference on intelligent systems (bracis). Brasil.
  22. Physical Sciences Artificial Intelligence
    Alcobaca EDESIO; G Mantovani RAFAEL; Rossi Andre L D; André Carlos Ponce De Leon Ferreira De CARVALHO. 2018. Dimensionality reduction for the algorithm recommendation problem. In: 2018 7th brazilian conference on intelligent systems (bracis). Brasil.
  23. Physical Sciences Artificial Intelligence
    Costa Victor G Turrisi DA; Mastelini Saulo M; André Carlos Ponce De Leon Ferreira De CARVALHO; Barbon SYLVIO. 2018. Making data stream classification tree-based ensembles lighter. In: 2018 7th brazilian conference on intelligent systems (bracis). Brasil.
  24. Physical Sciences Artificial Intelligence
    Padilha Victor ALEXANDRE; André Carlos Ponce De Leon Ferreira De CARVALHO. 2018. A study of biclustering coherence measures for gene expression data. In: 2018 7th brazilian conference on intelligent systems (bracis). Brasil.
  25. Social Sciences & Humanities Education
    Ferreira Lucas D; Spadon GABRIEL; André Carlos Ponce De Leon Ferreira De CARVALHO; Rodrigues Jose F. 2018. A comparative analysis of the automatic modeling of learning styles through machine learning techniques. In: 2018 ieee frontiers in education conference (fie). Estados Unidos.
  26. Physical Sciences Artificial Intelligence
    Cunha TIAGO; Soares CARLOS; André Carlos Ponce De Leon Ferreira De CARVALHO. 2017. Metalearning for context-aware filtering. In: The eleventh acm conference. Itália.
  27. Health Sciences Health Informatics
    Gelatti Giovana JASKULSKI; André Carlos Ponce De Leon Ferreira De CARVALHO; Rodrigues Pedro PEREIRA. 2017. Anomaly detection through temporal abstractions on intensive care data: position paper. In: 2017 ieee 30th international symposium on computerbased medical systems (cbms). Brasil.
  28. Life Sciences Agricultural and Biological Sciences (miscellaneous)
    Junior Carlos R G; Gomes Pedro H; Mano Leandro Y; De Oliveira Rone B; André Carlos Ponce De Leon Ferreira De CARVALHO et al. 2017. A machine learning-based approach for prediction of plant protection product deposition. In: 2017 brazilian conference on intelligent systems (bracis). Brasil.
  29. Physical Sciences Artificial Intelligence
    Padilha Victor ALEXANDRE; André Carlos Ponce De Leon Ferreira De CARVALHO. 2017. A comparison of hierarchical biclustering ensemble methods. In: 2017 brazilian conference on intelligent systems (bracis). Brasil.
  30. Physical Sciences Artificial Intelligence
    Schlottfeldt SHANA; Walter Maria EMILIA; André Carlos Ponce De Leon Ferreira De CARVALHO; Telles Mariana P C; Diniz Filho Jose Alexandre F. 2017. Using a multi-objective artificial immune system approach for biodiversity conservation. In: 2017 13th international conference on natural computation; fuzzy systems and knowledge discovery (icncfskd). China.
  31. Physical Sciences Computer Science (miscellaneous)
    Gelatti Giovana JASKULSKI; André Carlos Ponce De Leon Ferreira De CARVALHO; Rodrigues Pedro PEREIRA. 2017. Detectar anomalias a fim de facilitar o diagnóstico médico por meio de agrupamento de dados e abstrações temporais. In: Xxiv jornadas de classificação e análise de dados (joclad 2017). Portugal.
  32. Physical Sciences Artificial Intelligence
    Frías Blanco ISVANI; Verdecia Cabrera ALBERTO; Ortiz Díaz AGUSTÍN; André Carlos Ponce De Leon Ferreira De CARVALHO. 2016. Fast adaptive stacking of ensembles. In: The 31st annual acm symposium. Brasil.
  33. Physical Sciences Artificial Intelligence
    Mantovani Rafael G; Horvath TOMAS; Cerri RICARDO; Vanschoren JOAQUIN; André Carlos Ponce De Leon Ferreira De CARVALHO. 2016. Hyper-parameter tuning of a decision tree induction algorithm. In: 2016 5th brazilian conference on intelligent systems (bracis). Brasil.
  34. Physical Sciences Artificial Intelligence
    Santos Davi P DOS; André Carlos Ponce De Leon Ferreira De CARVALHO. 2016. Automatic selection of learning bias for active sampling. In: 2016 5th brazilian conference on intelligent systems (bracis). Brasil.
  35. Physical Sciences Artificial Intelligence
    Correa Igor BUENO; André Carlos Ponce De Leon Ferreira De CARVALHO. 2016. Dualradviz: preserving context between classification evaluation and data exploration with radviz. In: 2016 5th brazilian conference on intelligent systems (bracis). Brasil.
  36. Physical Sciences Artificial Intelligence
    Isvani Frías BLANCO; Alberto Verdecia CABRERA; André Carlos Ponce De Leon Ferreira De CARVALHO. 2016. Improving the predictive performance of online decision trees. In: Xiii encontro nacional de inteligência artificial e computacional (eniac 2016). Brasil.
  37. Physical Sciences Computer Science Applications
    Faical Bruno S; Ueyama JO; André Carlos Ponce De Leon Ferreira De CARVALHO. 2016. The use of autonomous uavs to improve pesticide application in crop fields. In: 2016 17th ieee international conference on mobile data management (mdm). Brasil.
  38. Physical Sciences Artificial Intelligence
    Fernandes Everlandio R Q; André Carlos Ponce De Leon Ferreira De CARVALHO; Coelho Andre L V. 2015. An evolutionary sampling approach for classification with imbalanced data. In: 2015 international joint conference on neural networks (ijcnn). Estados Unidos.
  39. Physical Sciences Computer Science (miscellaneous)
    Pisani Paulo HENRIQUE; Ana Carolina LORENA; André Carlos Ponce De Leon Ferreira De CARVALHO. 2015. Ensemble of adaptive algorithms for keystroke dynamics. In: 2015 brazilian conference on intelligent systems (bracis). Estados Unidos.
  40. Physical Sciences Computer Science (miscellaneous)
    Cerri RICARDO; Rodrigo C BARROS; André Carlos Ponce De Leon Ferreira De CARVALHO. 2015. Hierarchical classification of gene ontology-based protein functions with neural networks. In: 2015 international joint conference on neural networks (ijcnn). Estados Unidos.
  41. Physical Sciences Computer Science (miscellaneous)
    Mantovani Rafael G; Rossi Andre L D; Vanschoren JOAQUIN; Bischl BERND; André Carlos Ponce De Leon Ferreira De CARVALHO. 2015. To tune or not to tune: recommending when to adjust svm hyper-parameters via meta-learning. In: 2015 international joint conference on neural networks (ijcnn). Estados Unidos.
  42. Physical Sciences Artificial Intelligence
    Mantovani Rafael G; Rossi Andre L D; Vanschoren JOAQUIN; Bischl BERND; André Carlos Ponce De Leon Ferreira De CARVALHO. 2015. Effectiveness of random search in svm hyper-parameter tuning. In: 2015 international joint conference on neural networks (ijcnn). Estados Unidos.
  43. Physical Sciences Computer Science (miscellaneous)
    Rafael MANTOVANI; André ROSSI; Joaquin VANSCHOREN; André Carlos Ponce De Leon Ferreira De CARVALHO. 2015. Meta-learning recommendation of default hyper-parameter values for svms in classification tasks. In: Metasel 2015: meta-learning and algorithm selection. Portugal.
  44. Health Sciences Medicine (miscellaneous)
    Mário GAZZIRO; Dilvan MOREIRA; J F Rodrigues JR; André Carlos Ponce De Leon Ferreira De CARVALHO; S E SADDOW. 2015. Transmission of wireless neural signals through a 0.18um cmos low-power amplifier. In: 37th annual international conference of the ieee engineering in medicine and biology societ; 2015. Estados Unidos.
  45. Life Sciences Biochemistry, Genetics and Molecular Biology (miscellaneous)
    Schlottfeldt SHANA; Walter Maria Emilia M T; Timmis JON; André Carlos Ponce De Leon Ferreira De CARVALHO; Telles Mariana P C et al. 2015. Using multi-objective artificial immune systems to find core collections based on molecular markers. In: The 2015. Estados Unidos.
  46. Physical Sciences Artificial Intelligence
    Victor Hugo BARELLA; Eduardo De Paula COSTA; André Carlos Ponce De Leon Ferreira De CARVALHO. 2015. Tratando dados desbalanceados em classificação hierárquica. In: Xii encontro nacional de inteligência artificial e computacional (eniac). Brasil.
  47. Physical Sciences Artificial Intelligence
    Adriano RIVOLLI; André Carlos Ponce De Leon Ferreira De CARVALHO. 2015. O uso seletivo de classificadores binários na solução de problemas multirrótulos. In: Xii encontro nacional de inteligência artificial e computacional (eniac). Brasil.
  48. Physical Sciences Artificial Intelligence
    Santos Davi P DOS; André Carlos Ponce De Leon Ferreira De CARVALHO. 2015. Selectively inhibiting learning bias for active sampling. In: 2015 brazilian conference on intelligent systems (bracis). Brasil.
  49. Physical Sciences Artificial Intelligence
    Ana Carolina LORENA; Garcia Luis Paulo FAINA; André Carlos Ponce De Leon Ferreira De CARVALHO. 2015. Adapting noise filters for ranking. In: 2015 brazilian conference on intelligent systems (bracis). Brasil.
  50. Physical Sciences Computer Science (miscellaneous)
    Schlottfeldt SHANA; Walter Maria Emilia M T; André Carlos Ponce De Leon Ferreira De CARVALHO; Telles Mariana P C; Diniz Filho José ALEXANDRE. 2015. Challenges in computational sustainability: a new multi-objective artificial immune system approach to deal with biodiversity conservation. In: Workshop on evolutionary multi-objective optimization at the ieee 2015 internationalcongress on evolutionary computation; cec?2015. Japão.
  51. Physical Sciences Computer Science (miscellaneous)
    Everlândio FERNANDES; André Luis COELHO; André Carlos Ponce De Leon Ferreira De CARVALHO. 2014. Ensembles de classificadores para bases de dados desbalanceadas: uma abordagem baseada em amostragem evolucionária. In: Ii symposium on knowledge discovery; mining and learning (kdmile). Brasil.
  52. Physical Sciences Computer Science Applications
    Schlottfeldt SHANA; Timmis JON; Walter Maria Emilia M T; André Carlos Ponce De Leon Ferreira De CARVALHO; Diniz Filho Jose Alexandre F et al. 2014. Multi-objective optimization applied to systematic conservation planning and spatial conservation priorities under climate change. In: The 2014 conference companion. Brasil.
  53. Life Sciences Biochemistry, Genetics and Molecular Biology (miscellaneous)
    Cerri RICARDO; Rodrigo C BARROS; Freitas Alex A; André Carlos Ponce De Leon Ferreira De CARVALHO. 2014. Evolving relational hierarchical classification rules for predicting gene ontology-based protein functions. In: The 2014 conference companion. Brasil.
  54. Physical Sciences Computer Science (miscellaneous)
    David S Dos Santos JR; André Carlos Ponce De Leon Ferreira De CARVALHO. 2014. Comparison of active learning strategies and proposal of a multiclass hypothesis space search. In: 9th international conference of hybrid artificial intelligence systems; hais 2014. Brasil.
  55. Physical Sciences Computer Science (miscellaneous)
    Gueleri Roberto A; Cupertino Thiago H; André Carlos Ponce De Leon Ferreira De CARVALHO; Liang ZHAO. 2014. A flocking-like technique to perform semi-supervised learning. In: 2014 international joint conference on neural networks (ijcnn). Estados Unidos.
  56. Physical Sciences Computer Science (miscellaneous)
    Katti FACELI; Sakata Tiemi C; André Carlos Ponce De Leon Ferreira De CARVALHO; De Souto Marcilio C P. 2014. Pvis ? partitions' visualizer: extracting knowledge by visualizing a collection of partitions. In: 2014 international joint conference on neural networks (ijcnn). Brasil.
  57. Physical Sciences Computer Science (miscellaneous)
    Pisani Paulo HENRIQUE; Ana Carolina LORENA; André Carlos Ponce De Leon Ferreira De CARVALHO. 2014. Adaptive algorithms in accelerometer biometrics. In: 2014 brazilian conference on intelligent systems (bracis). Brasil.
  58. Physical Sciences Computer Science (miscellaneous)
    Faical Bruno S; Pessin GUSTAVO; Filho Geraldo P R; André Carlos Ponce De Leon Ferreira De CARVALHO; Furquim GUSTAVO et al. 2014. Fine-tuning of uav control rules for spraying pesticides on crop fields. In: 2014 ieee 26th international conference on tools with artificial intelligence (ictai). Brasil.
  59. Physical Sciences Artificial Intelligence
    Victor Hugo BARELLA; Eduardo De Paula COSTA; André Carlos Ponce De Leon Ferreira De CARVALHO. 2014. Clusteross: a new undersampling method for imbalanced learning. In: Xi encontro nacional de inteligência artificial e computacional (eniac). Brasil.
  60. Social Sciences & Humanities Education
    Davi P Dos SANTOS; André Carlos Ponce De Leon Ferreira De CARVALHO. 2014. Viabilidade do aprendizado ativo em máquinas extremas. In: Xi encontro nacional de inteligência artificial e computacional (eniac). Brasil.
  61. Physical Sciences Computer Science (miscellaneous)
    Lorena Luiz Henrique NOGUEIRA; Ana Carolina LORENA; Lorena Luiz Antonio NOGUEIRA; André Carlos Ponce De Leon Ferreira De CARVALHO. 2014. Clustering search applied to rank aggregation. In: 2014 brazilian conference on intelligent systems (bracis). Brasil.
  62. Physical Sciences Artificial Intelligence
    Ricardo CERRI; Rodrigo C BARROS; André Carlos Ponce De Leon Ferreira De CARVALHO; Freitas Alex A. 2013. A grammatical evolution algorithm for generation of hierarchical multi-label classification rules. In: 2013 ieee congress on evolutionary computation (cec). México.
  63. Physical Sciences Artificial Intelligence
    Rodrigo C BARROS; Basgalupp Márcio P; Ricardo CERRI; Da Silva Tiago S; André Carlos Ponce De Leon Ferreira De CARVALHO. 2013. A grammatical evolution approach for software effort estimation. In: Proceeding of the fifteenth annual conference. Holanda.
  64. Physical Sciences Artificial Intelligence
    Luis Paulo GARCIA; André Carlos Ponce De Leon Ferreira De CARVALHO; A Carolina LORENA. 2013. Noisy data set identification. In: Hybrid artificial intelligent systems - 8th international conference; hais 2013. Espanha.
  65. Life Sciences Biochemistry, Genetics and Molecular Biology (miscellaneous)
    Rodrigo BARROS; Ricardo CERRI; Alex FREITAS; André Carlos Ponce De Leon Ferreira De CARVALHO. 2013. Probabilistic clustering for hierarchical multi-label classification of protein functions. In: Machine learning and knowledge discovery in databases - european conference; ecml pkdd 2013. República Tcheca.
  66. Physical Sciences Computer Science (miscellaneous)
    Faria Elaine R; João GAMA; André Carlos Ponce De Leon Ferreira De CARVALHO. 2013. Novelty detection algorithm for data streams multi-class problems. In: The 28th annual acm symposium. Portugal.
  67. Physical Sciences Artificial Intelligence
    Basgalupp Márcio P; Rodrigo C BARROS; Da Silva Tiago S; André Carlos Ponce De Leon Ferreira De CARVALHO. 2013. Software effort prediction. In: The 28th annual acm symposium. Portugal.
  68. Physical Sciences Computer Science (miscellaneous)
    Luiz Henrique Nogueira LORENA; Ana Carolina LORENA; André Carlos Ponce De Leon Ferreira De CARVALHO. 2013. Seleção de atributos em problemas de classificação com uma única classe. In: X encontro nacional de inteligência artificial e computacional. Brasil.
  69. Physical Sciences Computer Science (miscellaneous)
    Paulo H PISANI; Ana Carolina LORENA; André Carlos Ponce De Leon Ferreira De CARVALHO. 2013. Algoritmos imunológicos adaptativos em dinâmica da digitação: um contexto de fluxo de dados. In: X encontro nacional de inteligência artificial e computacional. Brasil.
  70. Physical Sciences Computer Science (miscellaneous)
    Elaine R F PAIVA; Isabel J C R GONÇALVES; João GAMA; André Carlos Ponce De Leon Ferreira De CARVALHO. 2013. Evaluation methodology for multiclass novelty detection algorithms. In: 2013 brazilian conference on intelligent systems (bracis 2013). Brasil.
  71. Physical Sciences Computer Science (miscellaneous)
    Ricardo CERRI; Rodrigo BARROS; André Carlos Ponce De Leon Ferreira De CARVALHO. 2013. Neural networks for hierarchical classification of g-protein coupled receptors. In: 2013 brazilian conference on intelligent systems (bracis 2013). Brasil.
  72. Physical Sciences Artificial Intelligence
    Rattan PRIYA; Bruno Feres De SOUZA; André ROSSI; André Carlos Ponce De Leon Ferreira De CARVALHO. 2012. Using genetic algorithms to improve prediction of execution times of ml tasks. In: 7th international conference on hybrid artificial intelligent system (hais). Brasil.
  73. Physical Sciences Computer Science (miscellaneous)
    Mariá Cristina NASCIMENTO; Franklina TOLEDO; André Carlos Ponce De Leon Ferreira De CARVALHO. 2012. A hybrid heuristic for the k-medoids clustering problem. In: Fourteenth international conference on genetic and evolutionary computation conference (gecco '12). Estados Unidos.
  74. Physical Sciences Computer Science (miscellaneous)
    Rodrigo BARROS; Márcio BASGALUPP; André Carlos Ponce De Leon Ferreira De CARVALHO; Alex FREITAS. 2012. A hyper-heuristic evolutionary algorithm for automatically designing decision-tree algorithms. In: Fourteenth international conference on genetic and evolutionary computation conference (gecco '12). Estados Unidos.
  75. Physical Sciences Computer Science Applications
    Péricles B C De MIRANDA; Ricardo PRUDÊNCIO; André Carlos Ponce De Leon Ferreira De CARVALHO; Carlos SOARES. 2012. An experimental study of the combination of meta-learning with particle swarm algorithms for svm parameter selection. In: Computational science and its applications´ iccsa 2012. Brasil.
  76. Physical Sciences Computer Science (miscellaneous)
    Ricardo CERRI; Rodrigo BARROS; André Carlos Ponce De Leon Ferreira De CARVALHO. 2012. A genetic algorithm for hierarchical multi-label classification. In: Proceedings of the 27th annual acm symposium on applied computing (sac´2012). Itália.
  77. Physical Sciences Computer Science Applications
    Elaine RIBEIRO; André Carlos Ponce De Leon Ferreira De CARVALHO; João GAMA. 2012. Improving the offline clustering stage of data stream algorithms in scenarios with variable number of clusters. In: 27th annual acm symposium on applied computing (sac´2012). Itália.
  78. Physical Sciences Artificial Intelligence
    Péricles B C De MIRANDA; Ricardo PRUDÊNCIO; André Carlos Ponce De Leon Ferreira De CARVALHO; Carlos M SOARES. 2012. Multi-objective optimization and meta-learning for svm parameter selection. In: International joint conference on neural networks ijcnn 2012. Austrália.
  79. Physical Sciences Artificial Intelligence
    Péricles B C De MIRANDA; Ricardo PRUDÊNCIO; André Carlos Ponce De Leon Ferreira De CARVALHO; Carlos SOARES. 2012. Combining a multi-objective optimization approach with meta-learning for svm parameter selection. In: Ieee international conference on systems; man; and cybernetics; ieee smc'12. Estados Unidos.
  80. Physical Sciences Artificial Intelligence
    Jorge KANDA; Carlos Manuel SOARES; Eduardo HRUSCHKA; André Carlos Ponce De Leon Ferreira De CARVALHO. 2012. A meta-learning approach to select meta-heuristics for the traveling salesman problem using mlp-based label ranking. In: Neural information processing - 19th international conference; iconip 2012. Catar.
  81. Physical Sciences Artificial Intelligence
    Rossi Andre Luis DEBIASO; André Carlos Ponce De Leon Ferreira De CARVALHO; Soares CARLOS. 2012. Meta-learning for periodic algorithm selection in time-changing data. In: 2012 brazilian symposium on neural networks (sbrn). Estados Unidos.
  82. Physical Sciences Artificial Intelligence
    Vallim Rosane M M; Filho Jose A ANDRADE; André Carlos Ponce De Leon Ferreira De CARVALHO; Gama JOAO. 2012. A density-based clustering approach for behavior change detection in data streams. In: 2012 brazilian symposium on neural networks (sbrn). Estados Unidos.
  83. Physical Sciences Artificial Intelligence
    Garcia Luis Paulo F; Ana Carolina LORENA; André Carlos Ponce De Leon Ferreira De CARVALHO. 2012. A study on class noise detection and elimination. In: 2012 brazilian symposium on neural networks (sbrn). Estados Unidos.
  84. Physical Sciences Artificial Intelligence
    Miranda Pericles B C; Prudencio Ricardo B C; André Carlos Ponce De Leon Ferreira De CARVALHO; Soares CARLOS. 2012. Combining meta-learning with multi-objective particle swarm algorithms for svm parameter selection: an experimental analysis. In: 2012 brazilian symposium on neural networks (sbrn). Estados Unidos.
  85. Physical Sciences Artificial Intelligence
    Filipe CALASANS; André Carlos Ponce De Leon Ferreira De CARVALHO. 2012. Investigação de diferentes medidas de caracterização de dados em meta-aprendizado. In: X encontro nacional de inteligência artificial (enia). Brasil.
  86. Physical Sciences Biomedical Engineering
    Mariana Y SASAZAKI; André Carlos Ponce De Leon Ferreira De CARVALHO; Joaquim C FELIPE. 2012. Análise da associação entre micrornas e doenças utilizando aprendizado de máquina. In: Xiii congresso brasileiro em informática em saúde ? cbis 2012. Brasil.
  87. Physical Sciences Computer Science (miscellaneous)
    Rodrigo BARROS; Márcio BASGALUPP; André Carlos Ponce De Leon Ferreira De CARVALHO; Alex FREITAS. 2011. Towards the automatic design of decision tree induction algorithms. In: 1st workshop on evolutionary computation for designing generic algorithms - gecco 2011. Brasil.
  88. Physical Sciences Computer Science (miscellaneous)
    Rodrigo BARROS; Márcio BASGALUPP; André Carlos Ponce De Leon Ferreira De CARVALHO; M QUILES. 2011. Um algoritmo de indução de árvore de decisão baseado em agrupamento. In: Ix encontro nacional de inteligência artificial (enia). Brasil.
  89. Life Sciences Biochemistry, Genetics and Molecular Biology (miscellaneous)
    Ricardo CERRI; André Carlos Ponce De Leon Ferreira De CARVALHO. 2011. Hierarchical multi-label protein function prediction using local neural networks. In: Vi brazilian symposium on bioinformatics; bsb 2011. Brasil.
  90. Physical Sciences Computer Science (miscellaneous)
    Jorge KANDA; André Carlos Ponce De Leon Ferreira De CARVALHO; Eduardo HRUSCHKA; Carlos SOARES. 2011. Usando redes neurais artificiais para recomendar meta-heurísticas para o problema do caixeiro viajante. In: Congresso brasileiro de inteligência computacional - cbic 2011. Brasil.
  91. Physical Sciences Computer Science Applications
    Rosane Maffei VALLIM; Ivan C ANDRADE; André Carlos Ponce De Leon Ferreira De CARVALHO. 2011. Modelagem de comportamento de jogadores por meio de agrupamento online e detecção de novidades. In: Congresso brasileiro de inteligência computacional - cbic 2011. Brasil.
  92. Physical Sciences Computer Science (miscellaneous)
    Giampaolo LIBRALON; A Carolina LORENA; André Carlos Ponce De Leon Ferreira De CARVALHO. 2011. Identificação de ruídos em dados de expressão gênica. In: Congresso brasileiro de inteligência computacional - cbic 2011. Brasil.
  93. Physical Sciences Artificial Intelligence
    Ricardo CERRI; Rodrigo BARROS; André Carlos Ponce De Leon Ferreira De CARVALHO. 2011. Redes neurais artificiais aplicadas a problemas de classificação hierárquica multirrótulo. In: Congresso brasileiro de inteligência computacional - cbic 2011. Brasil.
  94. Physical Sciences Computer Science (miscellaneous)
    Rodrigo BARROS; Márcio BASGALUPP; André Carlos Ponce De Leon Ferreira De CARVALHO; M QUILES. 2011. A clustering-based decision tree induction algorithm. In: 11th international conference on intelligent systems design and applications. Espanha.
  95. Physical Sciences Artificial Intelligence
    Rodrigo BARROS; Ricardo CERRI; P A JASKOWLAK; André Carlos Ponce De Leon Ferreira De CARVALHO. 2011. A bottom-up oblique decision tree induction algorithm. In: 11th international conference on intelligent systems design and applications. Espanha.
  96. Life Sciences Biochemistry, Genetics and Molecular Biology (miscellaneous)
    Ricardo CERRI; Rodrigo BARROS; André Carlos Ponce De Leon Ferreira De CARVALHO. 2011. Hierarchical multi-label classification for protein function prediction: a local approach based on neural networks. In: 11th international conference on intelligent systems design and applications. Espanha.
  97. Physical Sciences Artificial Intelligence
    Jorge KANDA; André Carlos Ponce De Leon Ferreira De CARVALHO; Eduardo HRUSCHKA; Carlos Manuel SOARES. 2011. Using meta-learning to recommend meta-heuristics for the traveling salesman problem. In: Tenth international conference on machine learning and applications (icmla'11). Brasil.
  98. Physical Sciences Artificial Intelligence
    José Augusto De Andrade JR; André Carlos Ponce De Leon Ferreira De CARVALHO; Rodrigo MELLO; Salem ALELYANI; Huan LIU. 2011. Quantifying features using false nearest neighbors: an unsupervised approach. In: Ieee 23rd international conference on tools with artificial intelligence. Estados Unidos.
  99. Physical Sciences Artificial Intelligence
    Rattan PRIYA; Bruno Feres De SOUZA; André ROSSI; André Carlos Ponce De Leon Ferreira De CARVALHO. 2011. Predicting execution time of machine learning tasks using metalearning. In: World congress on information and communication technologies (wict); 2011. Índia.
  100. Physical Sciences Physics and Astronomy (miscellaneous)
    Ivani De Oliveira Negrão LOPES; André Carlos Ponce De Leon Ferreira De CARVALHO; Eliseu BINNECK. 2011. Machine learning approaches for mirna prediction. In: Brasilian symposium on bioinformatics; bsb 2011. Brasil.
  101. Physical Sciences Artificial Intelligence
    Rodrigo BARROS; Márcio BASGALUPP; Duncan RUIZ; André Carlos Ponce De Leon Ferreira De CARVALHO; Alex FREITAS. 2010. Evolutionary model tree induction. In: Acm sac 2010. Suiça.
  102. Physical Sciences Computer Science (miscellaneous)
    Ricardo CERRI; André Carlos Ponce De Leon Ferreira De CARVALHO. 2010. New top-down methods using svms for hierarchical multilabel classification problems. In: 2010 international joint conference on neural networks. Espanha.
  103. Physical Sciences Artificial Intelligence
    Bruno FERES; André Carlos Ponce De Leon Ferreira De CARVALHO; Carlos SOARES. 2010. A comprehensive comparison of ml algorithms for gene expression data classification. In: 2010 international joint conference on neural networks. Brasil.
  104. Physical Sciences Computer Science (miscellaneous)
    Margarida CARDOSO; Katti FACELI; André Carlos Ponce De Leon Ferreira De CARVALHO. 2010. Evaluation of clustering results: the trade-off bias-variability. In: International federation of classification societies (ifcs-09). Brasil.
  105. Physical Sciences Computer Science (miscellaneous)
    Yuri SAITO; Jefferson TEIXEIRA; André Carlos Ponce De Leon Ferreira De CARVALHO; Antonio Carlos Dos SANTOS; P MARQUES et al. 2010. Determinação automática do número ótimo de iterações do filtro de difusão anisotrópica para redução de ruídos de imagens 3d de ressonância magnética do cérebro. In: Wim x workshop de informática médica. Brasil.
  106. Physical Sciences Artificial Intelligence
    Jorge KANDA; André Carlos Ponce De Leon Ferreira De CARVALHO; Eduardo HRUSCHKA; Carlos SOARES. 2010. Using meta-learning to classify traveling salesman problems. In: Xi simpósio brasileiro de redes neurais (sbrn´2010). Brasil.
  107. Physical Sciences Computer Science (miscellaneous)
    Ricardo PRUDÊNCIO; André ROSSI; André Carlos Ponce De Leon Ferreira De CARVALHO; Carlos Manuel SOARES; Taciana GOMES. 2010. Combining meta-learning and search techniques to svm parameter selection. In: Xi simpósio brasileiro de redes neurais (sbrn´2010). Brasil.
  108. Physical Sciences Computer Science (miscellaneous)
    Ricardo CERRI; André Carlos Ponce De Leon Ferreira De CARVALHO. 2010. Hierarchical multilabel classification using top-down label combination and artificial neural networks. In: Xi simpósio brasileiro de redes neurais (sbrn´2010). Brasil.
  109. Physical Sciences Computer Science (miscellaneous)
    Katti FACELI; Tiemi SAKATA; Marcílio SOUTO; André Carlos Ponce De Leon Ferreira De CARVALHO. 2010. Improvements on the partitions selection strategy for set of clustering solutions. In: Xi simpósio brasileiro de redes neurais (sbrn´2010). Brasil.
  110. Physical Sciences Artificial Intelligence
    Mariá Cristina NASCIMENTO; Franklina TOLEDO; André Carlos Ponce De Leon Ferreira De CARVALHO. 2010. Novel optimization-based algorithms for graph clustering. In: Concurso de teses e dissertações em inteligência artificial (ctdia 2010). Brasil.
  111. Life Sciences Biochemistry, Genetics and Molecular Biology (miscellaneous)
    Bruno Feres De SOUZA; André Carlos Ponce De Leon Ferreira De CARVALHO; Carlos Manuel SOARES. 2010. Empirical evaluation of ranking prediction methods for gene expression data classification. In: Advances in artificial intelligence - iberamia 2010; 12th ibero-american conference on ai. Argentina.
  112. Physical Sciences Computer Science (miscellaneous)
    Rosane Maffei VALLIM; André Carlos Ponce De Leon Ferreira De CARVALHO; João GAMA. 2010. Data stream mining algorithms for building decision models in a computer roleplaying game simulation. In: Ix simpósio brasileiro de jogos e entretenimento digital; sbgames 2010. Brasil.
  113. Physical Sciences Computer Science (miscellaneous)
    João GAMA; Pedro Pereira RODRIGUES; Eduardo Jaques SPINOSA; André Carlos Ponce De Leon Ferreira De CARVALHO. 2010. Knowledge discovery from data streams. In: Nato science for peace and security series - d: information and communication security. Holanda.
  114. Physical Sciences Computer Science (miscellaneous)
    Rosane Maffei VALLIM; Thyago DUQUE; David GOLDBERG; André Carlos Ponce De Leon Ferreira De CARVALHO. 2009. The multi-label ocs with a genetic algorithm for rule discovery: implementation and first results. In: 11th annual conference on genetic and evolutionary computation - gecco 2009. Estados Unidos.
  115. Physical Sciences Artificial Intelligence
    Andre BILLIA; Luis Paulo GARCIA; Ana Carolina LORENA; André Carlos Ponce De Leon Ferreira De CARVALHO. 2009. Use of classification algorithms in noise detection and elimination. In: 4th international on hybrid artificial intelligent systems; conference; hais 2009. Espanha.
  116. Physical Sciences Computer Science (miscellaneous)
    Márcio BASGALUPP; Rodrigo BARROS; André Carlos Ponce De Leon Ferreira De CARVALHO; Alex FREITAS; Duncan RUIZ. 2009. Legal-tree: a lexicographic multi-objective genetic algorithm for decision tree induction. In: 2009 acm symposium on applied computing. Estados Unidos.
  117. Life Sciences Biochemistry, Genetics and Molecular Biology (miscellaneous)
    Ricardo CERRI; Renato Da SILVA; André Carlos Ponce De Leon Ferreira De CARVALHO. 2009. Comparing methods for multilabel classification of proteins using machine learning techniques. In: 4th brazilian symposium on bioinformatics; bsb´09. Alemanha.
  118. Physical Sciences Artificial Intelligence
    Mariá Cristina NASCIMENTO; Franklina TOLEDO; André Carlos Ponce De Leon Ferreira De CARVALHO. 2009. Consensus clustering using spectral theory. In: Iconip 2009. Nova Zelândia.
  119. Physical Sciences Computer Science (miscellaneous)
    Giampaolo LIBRALON; Ana Carolina LORENA; André Carlos Ponce De Leon Ferreira De CARVALHO. 2009. Ensembles of pre-processing techniques for noise detection in gene expression data. In: Iconip 2009. Nova Zelândia.
  120. Life Sciences Biochemistry, Genetics and Molecular Biology (miscellaneous)
    André ROSSI; Carlos SOARES; André Carlos Ponce De Leon Ferreira De CARVALHO. 2009. Bioinspired parameter tuning of mlp networks for gene expression analysis: quality of fitness estimates vs. number of solutions analysed. In: Iconip 2009. Nova Zelândia.
  121. Social Sciences & Humanities Visual Arts and Performing Arts
    Daniel BARREIRO; Sandro De ABREU; André Carlos Ponce De Leon Ferreira De CARVALHO. 2009. I/void/o: real-time sound synthesis and video processing in an interactive installation. In: 12º simpósio brasileiro de computação musical. Brasil.
  122. Physical Sciences Artificial Intelligence
    Claudia Regina MILARÉ; G BATISTA; André Carlos Ponce De Leon Ferreira De CARVALHO. 2009. A hybrid approach to learn with imbalanced classes using evolutionary algorithms. In: 9th international conference computational and mathematical methods in science and engineering. Espanha.
  123. Physical Sciences Engineering (miscellaneous)
    T R ALENCAR; P LEITE; Adriano Alber De França MENDES; André Carlos Ponce De Leon Ferreira De CARVALHO. 2009. Desenvolvimento de uma ferramenta inteligente para o planejamento da operação de sistemas hidrotérmicos de potência. In: 8th latin-american congress on electricity generation and transmission - clagtee 2009. Brasil.
  124. Physical Sciences Computer Science (miscellaneous)
    Ricardo CERRI; André Carlos Ponce De Leon Ferreira De CARVALHO. 2009. Comparing local and global hierarchical multilabel classification methods using decision trees. In: V workshop em algoritmos e aplicações de mineração de dados. Brasil.
  125. Physical Sciences Computer Science (miscellaneous)
    Eduardo Jaques SPINOSA; André Carlos Ponce De Leon Ferreira De CARVALHO; João GAMA. 2008. Cluster-based novel concept detection in data streams applied to intrusion detection in computer networks. In: 23rd annual acm symposium on applied computing. Brasil.
  126. Physical Sciences Artificial Intelligence
    Rosane Maffei VALLIM; David GOLDBERG; Xavier LLORÀ; Thyago DUQUE; André Carlos Ponce De Leon Ferreira De CARVALHO. 2008. A new approach for multi-label classification based on default hierarchies and organizational learning. In: Iwlcs; 11th international workshop on learning classifier systems; part of the genetic and evolutionary computation conference (gecco-2008). Brasil.
  127. Physical Sciences Artificial Intelligence
    Ana Carolina LORENA; M F SIQUEIRA; R GIOVANNI; André Carlos Ponce De Leon Ferreira De CARVALHO; Ronaldo PRATI. 2008. Potential distribution modelling using machine learning. In: 21st international conference on industrial and engineering applications of artificial intelligence and expert systems; iea/aie. Holanda.
  128. Physical Sciences Artificial Intelligence
    Ana Carolina LORENA; André Carlos Ponce De Leon Ferreira De CARVALHO. 2008. Tree decomposition of multiclass problems. In: X simpósio brasileiro de redes neurais. Brasil.
  129. Physical Sciences Artificial Intelligence
    Katti FACELI; Marcílio Carlos Pereira De SOUTO; André Carlos Ponce De Leon Ferreira De CARVALHO. 2008. A strategy for the selection of solutions of the pareto front approximation in multi-objective clustering approaches. In: X simpósio brasileiro de redes neurais. Brasil.
  130. Physical Sciences Artificial Intelligence
    André ROSSI; André Carlos Ponce De Leon Ferreira De CARVALHO. 2008. Bio-inspired optimization techniques for svm parameter tuning. In: X simpósio brasileiro de redes neurais. Brasil.
  131. Physical Sciences Computer Science (miscellaneous)
    Tatyana B S De OLIVEIRA; Liang ZHAO; Katti FACELI; André Carlos Ponce De Leon Ferreira De CARVALHO. 2008. Data clustering based on complex networks community detection. In: Ieee congress of evolutionary computation - cec 2008. Estados Unidos.
  132. Physical Sciences Artificial Intelligence
    André ROSSI; André Carlos Ponce De Leon Ferreira De CARVALHO; Carlos SOARES. 2008. Bio-inspired parameter tunning of mlp networks for gene expression analysis. In: 8th international conference on hybrid intelligent systems. Estados Unidos.
  133. Physical Sciences Artificial Intelligence
    Bruno Feres De SOUZA; André Carlos Ponce De Leon Ferreira De CARVALHO; Carlos Manuel SOARES. 2008. Metalearning for gene expression data classification. In: 8th international conference on hybrid intelligent systems. Estados Unidos.
  134. Life Sciences Biochemistry, Genetics and Molecular Biology (miscellaneous)
    Mariá Cristina NASCIMENTO; Franklina TOLEDO; André Carlos Ponce De Leon Ferreira De CARVALHO. 2008. An application of a clustering lagrangian heuristic to identify cancer subtypes. In: Xxxix annual conference of the italian operational research society. Itália.
  135. Life Sciences Biochemistry, Genetics and Molecular Biology (miscellaneous)
    Eduardo De Paula COSTA; Ana Carolina LORENA; André Carlos Ponce De Leon Ferreira De CARVALHO; Alex FREITAS; Nicholas HOLDEN. 2008. Top-down hierarchical ensembles of classifiers for predicting g-protein-coupled-receptor functions. In: Brazilian brazilian symposium on bioinformatics; bsb´08. Brasil.
  136. Physical Sciences Computer Science (miscellaneous)
    Ricardo CERRI; André Carlos Ponce De Leon Ferreira De CARVALHO; Eduardo De Paula COSTA; Alex FREITAS. 2008. Classificação hierárquica de proteínas utilizando abordagens top-down e big-bang. In: Iv workshop em algoritmos e aplicações de mineração de dados; 2008. Brasil.
  137. Physical Sciences Computer Science (miscellaneous)
    Ricardo CERRI; Eduardo De Paula COSTA; André Carlos Ponce De Leon Ferreira De CARVALHO. 2008. Classificação hierárquica de proteínas utilizando técnicas de aprendizado de máquina. In: Ii workshop on computational intelligence. Brasil.
  138. Physical Sciences Computer Science (miscellaneous)
    Thiago Ferreira COVÕES; Eduardo HRUSCHKA; Leandro Nunes De Castro SILVA; André Carlos Ponce De Leon Ferreira De CARVALHO. 2008. Seleção de atributos para classificação de grãos. In: Iv workshop em algoritmos e aplicações de mineração de dados; waamd 2008 (parte do xxiii simpósio brasileiro de banco de dados - sbbd 2008). Brasil.
  139. Physical Sciences Computer Science (miscellaneous)
    Eduardo Jaques SPINOSA; André Carlos Ponce De Leon Ferreira De CARVALHO; João GAMA. 2007. Olindda: a cluster-based approach for detecting novelty and concept drift in data streams. In: The 22nd annual acm symposium on applied computing. Brasil.
  140. Physical Sciences Artificial Intelligence
    Edgar PIMENTA; João GAMA; André Carlos Ponce De Leon Ferreira De CARVALHO. 2007. Pursuing the best ecoc dimension for multiclass problems. In: Flairs-20; the 20th international flairs conference. Brasil.
  141. Physical Sciences Artificial Intelligence
    Eduardo Jaques SPINOSA; André Carlos Ponce De Leon Ferreira De CARVALHO; João GAMA. 2007. Detecção de novidade com o algoritmo de agrupamento k-médias. In: Xiv jornadas de classificação e análise de dados; joclad´07. Brasil.
  142. Physical Sciences Artificial Intelligence
    Murilo Coelho NALDI; André Carlos Ponce De Leon Ferreira De CARVALHO. 2007. Clustering using genetic algorithm combining validation criteria. In: 15th european symposium on artificial neural networks; esann 2007. Bélgica.
  143. Life Sciences Biochemistry, Genetics and Molecular Biology (miscellaneous)
    Katti FACELI; André Carlos Ponce De Leon Ferreira De CARVALHO; Marcílio SOUTO. 2007. Multi-objective clustering ensemble with prior knowledge. In: Brazilian symposium on bioinformatics; bsb´07. Brasil.
  144. Life Sciences Biochemistry, Genetics and Molecular Biology (miscellaneous)
    Eduardo De Paula COSTA; Ana Carolina LORENA; André Carlos Ponce De Leon Ferreira De CARVALHO; Alex FREITAS; Nicholas HOLDEN. 2007. Comparing several approaches for hierarchical classification of proteins with decision trees. In: Brazilian symposium on bioinformatics; bsb´07. Brasil.
  145. Physical Sciences Artificial Intelligence
    Eduardo De Paula COSTA; Ana Carolina LORENA; André Carlos Ponce De Leon Ferreira De CARVALHO; Alex FREITAS; Nicholas HOLDEN. 2007. A review of performance evaluation measures for hierarchical classifiers. In: Workshop on evaluation methods for machine learning ii; part of the twenty-second conference on artificial intelligence; aaai´2007. Brasil.
  146. Physical Sciences Artificial Intelligence
    Cláudio POLICASTRO; André Carlos Ponce De Leon Ferreira De CARVALHO; Alexandre Cláudio Botazzo DELBEM; L H C MATTOSO; E MINATTI et al. 2007. A hybrid case based reasoning approach for wine classification. In: 7th international conference onintelligent systems design and applications; isda´07. Brasil.
  147. Physical Sciences Artificial Intelligence
    Ana Carolina LORENA; André Carlos Ponce De Leon Ferreira De CARVALHO. 2007. Comparing several evaluation functions in the evolutionary design of multiclass support vector machines. In: 7th international conference on hybrid intelligent systems. Alemanha.
  148. Physical Sciences Artificial Intelligence
    Eduardo Jaques SPINOSA; André Carlos Ponce De Leon Ferreira De CARVALHO; João GAMA. 2007. Learning novel concepts: beyond one-class classification with olindda. In: Ecml/pkdd-2007 international workshop on knowledge discovery from ubiquitous data streams. Polônia.
  149. Physical Sciences Artificial Intelligence
    Eduardo Jaques SPINOSA; André Carlos Ponce De Leon Ferreira De CARVALHO; João GAMA. 2007. Dynamically adapting the number of clusters in k-means for novelty detection. In: Epia 2007; 13th portuguese conference on artificial intelligence. Brasil.
  150. Physical Sciences Engineering (miscellaneous)
    P LEITE; A CARNEIRO; André Carlos Ponce De Leon Ferreira De CARVALHO. 2007. Aplicação de um sistema inteligente híbrido no planejamento de operação de sistemas hidrotérmicos de potência. In: 28th iberian latin-american conference on computational methods on engineering; xxviii cilamce. Portugal.
  151. Physical Sciences Computer Science (miscellaneous)
    Márcio BASGALUPP; Karin BECKER; André Carlos Ponce De Leon Ferreira De CARVALHO. 2007. Seleção de atributos genética em classificação de processos de negócio: um estudo de caso. In: 1st brazilian workshop on business process management; wbpm 2007. Brasil.
  152. Physical Sciences Artificial Intelligence
    Cláudio POLICASTRO; André Carlos Ponce De Leon Ferreira De CARVALHO. 2007. Applying case based based reasoning to sensor fusion. In: Third international conference on intelligent sensors; sensor networks and information processing; issnip07. Austrália.
  153. Physical Sciences Artificial Intelligence
    Bruno Feres De SOUZA; André Carlos Ponce De Leon Ferreira De CARVALHO. 2006. Feature selection in svms applied to gene expression data. In: V concurso de teses e dissertações em inteligência artificial (ctdia'06). Portugal.
  154. Physical Sciences Computer Science (miscellaneous)
    F FAVRETTO; Renato TINÓS; André Carlos Ponce De Leon Ferreira De CARVALHO. 2006. Otimização evolutiva do conjunto de sensores utilizados por uma língua artificial. In: Workshop de computação e aplicações (wcompa). Brasil.
  155. Physical Sciences Computer Science (miscellaneous)
    Bruno Feres De SOUZA; R ISHII; R CARVO; André Carlos Ponce De Leon Ferreira De CARVALHO. 2006. Multiclass svm model selection using particle swarm optimization. In: Sixth international conference on hybrid intelligent systems (his'06). Nova Zelândia.
  156. Physical Sciences Artificial Intelligence
    Katti FACELI; Marcílio Carlos Pereira De SOUTO; André Carlos Ponce De Leon Ferreira De CARVALHO. 2006. Multi-objective clustering ensemble. In: Sixth international conference on hybrid intelligent systems (his'06). Nova Zelândia.
  157. Physical Sciences Artificial Intelligence
    Bruno Rodrigues NERY; Rodrigo MELLO; André Carlos Ponce De Leon Ferreira De CARVALHO; Lawrence YANG. 2006. Process scheduling using ant colony optimization techniques. In: The forth international symposium on parallel and distributed processing and applications (ispa´07). Itália.
  158. Physical Sciences Computer Science (miscellaneous)
    Eduardo Jaques SPINOSA; André Carlos Ponce De Leon Ferreira De CARVALHO; João GAMA. 2006. An online learning technique for coping with novelty detection and concept drift in data streams. In: 3rd international workshop on knowledge discovery in data streams; iwkdds'06; part of the 23rd international conference on machine learning; icml'06. Estados Unidos.
  159. Physical Sciences Computer Science (miscellaneous)
    Ana Carolina LORENA; André Carlos Ponce De Leon Ferreira De CARVALHO. 2006. Multiclass svm design and parameter selection with genetic algorithms. In: Ix simpósio brasileiro de redes neurais; sbrn'2006. Brasil.
  160. Physical Sciences Artificial Intelligence
    P LEITE; André Carlos Ponce De Leon Ferreira De CARVALHO; A CARNEIRO. 2006. Hybrid genetic algorithm applied to the determination of the optimal operation of hydrothermal systems. In: Ix simpósio brasileiro de redes neurais; sbrn'2006. Brasil.
  161. Physical Sciences Computer Science (miscellaneous)
    Bruno Rodrigues NERY; Rodrigo MELLO; André Carlos Ponce De Leon Ferreira De CARVALHO. 2006. Escalonamento de processos utilizando técnicas de aco. In: Xxv concurso de trabalhos de iniciação científica da sbc - ctic 2006. Portugal.
  162. Physical Sciences Artificial Intelligence
    André Carlos Ponce De Leon Ferreira De CARVALHO; Murilo Coelho NALDI. 2006. Improving clustering with genetic algorithms. In: 1st hybrid artificial intelligent systems workshop (hais'06). Brasil.
  163. Physical Sciences Artificial Intelligence
    Ana Carolina LORENA; André Carlos Ponce De Leon Ferreira De CARVALHO. 2005. Minimum spanning trees in hierarchical multiclass support vector machines generation. In: 18th international conference on industrial and engineering applications of artificial intelligence and expert systems (iea/aie). Itália.
  164. Physical Sciences Artificial Intelligence
    Giampaolo Luiz LIBRALÃO; André Carlos Ponce De Leon Ferreira De CARVALHO; Osvaldo PINHEIRO. 2005. Classification of ophthalmologic images using an ensemble of classifiers. In: 18th international conference on industrial and engineering applications of artificial intelligence and expert systems (iea/aie). Itália.
  165. Physical Sciences Computer Science (miscellaneous)
    Antonio P G DAMIANCE; Liang ZHAO; André Carlos Ponce De Leon Ferreira De CARVALHO. 2005. A self-organized network for data clustering. In: First international conference on natural computation (icnc'05). China.
  166. Life Sciences Biochemistry, Genetics and Molecular Biology (miscellaneous)
    Ana Carolina LORENA; André Carlos Ponce De Leon Ferreira De CARVALHO. 2005. Protein cellular localization with multiclass support vector machines and decision trees. In: 4th brazilian symposium on bioinformatics (bsb´05). Brasil.
  167. Physical Sciences Artificial Intelligence
    Katti FACELI; André Carlos Ponce De Leon Ferreira De CARVALHO; Marcílio SOUTO. 2005. Evaluation of the contents of partitions obtained with clustering gene expression data. In: 4th brazilian symposium on bioinformatics (bsb´05). Brasil.
  168. Physical Sciences Artificial Intelligence
    Eduardo SPINOSA; André Carlos Ponce De Leon Ferreira De CARVALHO. 2005. Combining one-class classifiers for robust novelty detection in gene expression data. In: 4th brazilian symposium on bioinformatics (bsb´05). Brasil.
  169. Physical Sciences Artificial Intelligence
    Debora Rossi De MEDEIROS; André Carlos Ponce De Leon Ferreira De CARVALHO. 2005. Applying text mining and machine learning techniques to gene clusters analysis. In: Vi international conference on computational intelligence and multimedia applications; iccima'05. Estados Unidos.
  170. Physical Sciences Engineering (miscellaneous)
    Murilo Coelho NALDI; André Carlos Ponce De Leon Ferreira De CARVALHO. 2005. Utilização de algoritmos de aprendizado de máquina evolutivos para análise de nível expressão gênica. In: Xxiv concurso de trabalhos de iniciação científica da sbc - ctic 2005. Brasil.
  171. Physical Sciences Engineering (miscellaneous)
    A BRAGA; André Carlos Ponce De Leon Ferreira De CARVALHO; J OLIVEIRA. 2005. Automatic monitoring and diagnosis of the dressing operation through the classification of textural patterns in acoustic maps. In: 18th international congress of mechanical engineering - cobem 2005. Brasil.
  172. Physical Sciences Artificial Intelligence
    Daniela USHIZIMA; Ana Carolina LORENA; André Carlos Ponce De Leon Ferreira De CARVALHO. 2005. Support vector machines applied to white blood cell recognition. In: Fifth international conference on hybrid intelligent systems (his'05). Brasil.
  173. Physical Sciences Artificial Intelligence
    Ana Carolina LORENA; André Carlos Ponce De Leon Ferreira De CARVALHO. 2004. Comparing techniques for multiclass classification using binary svm predictors. In: A mexican international conference on artificial intelligence; micai'2004. México.
  174. Physical Sciences Artificial Intelligence
    Cláudio POLICASTRO; André Carlos Ponce De Leon Ferreira De CARVALHO; Alexandre Cláudio Botazzo DELBEM. 2004. Automatic case adaptation with a hybrid committee approach. In: A mexican international conference on artificial intelligence; micai'2004. México.
  175. Physical Sciences Energy Engineering and Power Technology
    Cláudio POLICASTRO; André Carlos Ponce De Leon Ferreira De CARVALHO. 2004. A hybrid case based based reasoning approach for monitoring water. In: 17th international conference on industrial and engineering applications of artificial intelligence and expert systems (iea/aie). Canadá.
  176. Physical Sciences Artificial Intelligence
    Claudia Regina MILARÉ; G BATISTA; André Carlos Ponce De Leon Ferreira De CARVALHO; M MONARD. 2004. Applying genetic and symbolic learning algorithms to extract rules from artificial neural networks. In: Mexican international conference on artificial intelligence; micai'2004. México.
  177. Physical Sciences Artificial Intelligence
    Renato TINÓS; André Carlos Ponce De Leon Ferreira De CARVALHO. 2004. A genetic algorithm with gene dependent mutation probability for non-stationary optimization problems. In: 2004 ieee congress on evolutionary computation; cec´2004. Brasil.
  178. Physical Sciences Artificial Intelligence
    Renato TINÓS; André Carlos Ponce De Leon Ferreira De CARVALHO; Marco Henrique TERRA. 2004. An evolutionary neural network for fault classification in non-stationary problems. In: Ieee/ras/css international conference on methods and models in automation and robotics. Polônia.
  179. Physical Sciences Artificial Intelligence
    Ana Carolina LORENA; André Carlos Ponce De Leon Ferreira De CARVALHO. 2004. An hybrid ga/svm approach for multiclass classification with directed acyclic graphs. In: O xvii simpósio brasileiro de inteligência artificial; sbia 2004. Brasil.
  180. Physical Sciences Engineering (miscellaneous)
    Maria Cristina OLIVEIRA; André Carlos Ponce De Leon Ferreira De CARVALHO. 2004. Sistema inteligente para interpretação de imagens para medição de erros refrativos oculares. In: Xvii concurso de teses e dissertações; ctd 2004; xxiv congresso da sociedade brasileira de computação. Brasil.
  181. Physical Sciences Artificial Intelligence
    Ana Carolina LORENA; André Carlos Ponce De Leon Ferreira De CARVALHO. 2004. A ga/svm approach for multiclass classification applied to protein structural class prediction. In: Viii simpósio brasileiro de redes neurais; sbrn'04. Brasil.
  182. Physical Sciences Artificial Intelligence
    Waldo CANCINO; Alexandre Cláudio Botazzo DELBEM; André Carlos Ponce De Leon Ferreira De CARVALHO. 2004. Comparison of parallel multi-objective evolutionary algorithms. In: Viii simpósio brasileiro de redes neurais; sbrn'04. Brasil.
  183. Physical Sciences Artificial Intelligence
    Renato TINÓS; André Carlos Ponce De Leon Ferreira De CARVALHO. 2004. An evolutionary neural network for non-stationary problems. In: Viii simpósio brasileiro de redes neurais; sbrn'04. Brasil.
  184. Physical Sciences Artificial Intelligence
    Bruno Feres De SOUZA; Waldo CANCINO; André Carlos Ponce De Leon Ferreira De CARVALHO. 2004. Gene subset selection using genetic algorithm and svms. In: Viii simpósio brasileiro de redes neurais; sbrn'04. Brasil.
  185. Life Sciences Neuroscience (miscellaneous)
    Cláudio POLICASTRO; André Carlos Ponce De Leon Ferreira De CARVALHO; Karen HONDA; Adriano PINTO; Anderson GARCIA et al. 2004. Node-depth encoding applied to the degree-constrained minimum spanning. In: Viii simpósio brasileiro de redes neurais; sbrn'04. Brasil.
  186. Physical Sciences Electrical and Electronic Engineering
    P LEITE; A CARNEIRO; André Carlos Ponce De Leon Ferreira De CARVALHO. 2004. Algoritmo genético híbrido aplicado na determinação da operação ótima de sistemas hidrotérmicos de potência. In: Xv congresso brasileiro de automática; cba'04. Brasil.
  187. Life Sciences Neuroscience (miscellaneous)
    Giampaolo Luiz LIBRALÃO; Alexandre Cláudio Botazzo DELBEM; Oswaldo De ALMEIDA; André Carlos Ponce De Leon Ferreira De CARVALHO. 2004. Machine learning techniques for ocular errors analysis. In: Ieee machine learning for signal processing workshop 2004. Brasil.
  188. Physical Sciences Artificial Intelligence
    Bruno Feres De SOUZA; André Carlos Ponce De Leon Ferreira De CARVALHO. 2004. Gene selection using genetic algorithms. In: International symposium on biological and medical data analysis (isbmda-2004). Espanha.
  189. Physical Sciences Computer Science (miscellaneous)
    André Carlos Ponce De Leon Ferreira De CARVALHO; Debora Rossi De MEDEIROS. 2004. Gene clusters analysis using text mining. In: Iii workshop brasileiro de bioinformática; wob 2004. Brasil.
  190. Life Sciences Biochemistry, Genetics and Molecular Biology (miscellaneous)
    Karen HONDA; Alexandre Cláudio Botazzo DELBEM; André Carlos Ponce De Leon Ferreira De CARVALHO. 2004. Phylogenetic reconstruction from evolutionary algorithm using edge-set representation. In: Iii workshop brasileiro de bioinformática; wob 2004. Brasil.
  191. Physical Sciences Computer Science (miscellaneous)
    Rodrigo BIANCHI; C MILARÉ; André Carlos Ponce De Leon Ferreira De CARVALHO. 2003. E. coli promoter gene sequence and human splice site identification with explanation by extracting rules from trained artificial neural networks. In: Ii brazilian workshop on bioinformatics. Brasil.
  192. Physical Sciences Chemistry (miscellaneous)
    Borato C; Antônio Riul JR; André Carlos Ponce De Leon Ferreira De CARVALHO; F J FONSECA; L H C MATTOSO. 2003. Electronic tongue: science mimicking nature. In: First world congress on synthetic receptors. Brasil.
  193. Physical Sciences Artificial Intelligence
    Liang ZHAO; Antonio P G DAMIANCE; Rogério FURUKAWA; André Carlos Ponce De Leon Ferreira De CARVALHO. 2003. A dynamical model for multi-scale pixel clustering. In: International joint conference on neural networks; ijcnn´2003. Estados Unidos.
  194. Physical Sciences Computer Science (miscellaneous)
    Ana Carolina LORENA; André Carlos Ponce De Leon Ferreira De CARVALHO. 2003. Human splice site identification with multiclass support vector machines and bagging. In: Icann 2003 / iconip 2003. Brasil.
  195. Physical Sciences Artificial Intelligence
    Alexandre Claudio Botazzo DELBEM; André Carlos Ponce De Leon Ferreira De CARVALHO. 2003. A forest representation for evolutionary algorithms applied to network design. In: Gecco-2003 - genetic and evolutionary computation conference. Estados Unidos.
  196. Physical Sciences Engineering (miscellaneous)
    P LEITE; A CARNEIRO; André Carlos Ponce De Leon Ferreira De CARVALHO. 2003. Aplicação de inteligência artificial no planejamento da operação de sistemas hidrotérmicos de potência. In: Vii seminário nacional de produção e transmissão de energia elétrica ?snptee´2003. Brasil.
  197. Life Sciences Biochemistry, Genetics and Molecular Biology (miscellaneous)
    Waldo CANCINO; Liang ZHAO; André Carlos Ponce De Leon Ferreira De CARVALHO. 2003. Aplicação de algoritmos evolutivos multi-objetivo para o alinhamento de proteínas. In: Iv encontro nacional de inteligência artificial; enia 2003; xxi congresso da sociedade brasileira de computação; sbc'2003. Brasil.
  198. Physical Sciences Computer Science (miscellaneous)
    Cláudio POLICASTRO; André Carlos Ponce De Leon Ferreira De CARVALHO; Alexandre Claudio Botazzo DELBEM. 2003. Abordagens híbridas para recuperação e adaptação de casos em sistemas de raciocínio baseado em casos. In: Iv encontro nacional de inteligência artificial; enia 2003; xxi congresso da sociedade brasileira de computação; sbc'2003. Brasil.
  199. Physical Sciences Computer Science (miscellaneous)
    Ronaldo PRATI; M MONARD; André Carlos Ponce De Leon Ferreira De CARVALHO. 2003. Refinando regras de conhecimento por meio de exceções. In: Iv encontro nacional de inteligência artificial; enia 2003; xxi congresso da sociedade brasileira de computação. Brasil.
  200. Physical Sciences Artificial Intelligence
    Katti FACELI; André Carlos Ponce De Leon Ferreira De CARVALHO; Wilson Araújo Da Silva JR. 2003. Gene selection for tumor cell classification. In: Iv encontro nacional de inteligência artificial; enia 2003; xxi congresso da sociedade brasileira de computação; sbc'2003. Brasil.
  201. Physical Sciences Artificial Intelligence
    Renato TINÓS; André Carlos Ponce De Leon Ferreira De CARVALHO. 2003. Alteração da probabilidade de mutação do gene em algoritmos genéticos aplicados a problemas não-estacionários. In: Iv encontro nacional de inteligência artificial; enia 2003; xxi congresso da sociedade brasileira de computação; sbc'2003. Brasil.
  202. Physical Sciences Computer Science (miscellaneous)
    André Carlos Ponce De Leon Ferreira De CARVALHO; Paulo CEREDA. 2003. Teaching entrepreneurship to computer science students. In: Xi workshop de educação em computação; wei 2003; xxi congresso da sociedade brasileira de computação. Brasil.
  203. Physical Sciences Artificial Intelligence
    Cláudio POLICASTRO; André Carlos Ponce De Leon Ferreira De CARVALHO; Alexandre Claudio Botazzo DELBEM. 2003. Hybrid approaches for case retrieval and adaptation. In: 26th german conference on artificial intelligence; ki 2003. Alemanha.
  204. Physical Sciences Artificial Intelligence
    Itamar De Paiva ROCHA; Rodrigo De CARVALHO; André Carlos Ponce De Leon Ferreira De CARVALHO; Thales Queiroz BEZERRA. 2003. Evaluation of shrimp farm outputs through neural networks. In: World aquaculture 2003. Brasil.
  205. Physical Sciences Computer Science (miscellaneous)
    Giampaolo Luiz LIBRALÃO; Rodrigo OSHIRO; Maria Cristina OLIVEIRA; André Carlos Ponce De Leon Ferreira De CARVALHO. 2003. Técnicas de aprendizado de máquina para análise de imagens oftalmológicas. In: Iii workshop de informática médica (wim2003); ii simpósio de qualidade de software. Brasil.
  206. Physical Sciences Artificial Intelligence
    Ronaldo PRATI; M MONARD; André Carlos Ponce De Leon Ferreira De CARVALHO. 2003. A method for refining knowledge rules using exceptions. In: Argentine symposium on artificial intelligence; asai 2003; parte da argentine conference on computer science and operational research; 32 jaiio - 2003. Brasil.
  207. Physical Sciences Artificial Intelligence
    S Da SILVA; André Carlos Ponce De Leon Ferreira De CARVALHO; Luciana REGITANO; Daniella TALHARI. 2003. Combinação de redes neurais artificiais para análise de marcadores moleculares. In: Vi simpósio brasileiro de automação inteligente; sbai´2003. Brasil.
  208. Physical Sciences Computer Science (miscellaneous)
    Maria Cristina OLIVEIRA; André Carlos Ponce De Leon Ferreira De CARVALHO. 2003. Interpretação e análise de imagens oftalmológicas para medição de vícios de refração ocular. In: Ii workshop de teses e dissertações em computação gráfica e processamento de imagens; wtdcgpi 2003. Brasil.
  209. Physical Sciences Artificial Intelligence
    Cláudio POLICASTRO; André Carlos Ponce De Leon Ferreira De CARVALHO; Alexandre Claudio Botazzo DELBEM. 2003. Hybrid approach for case adaptation. In: Third international conference on hybrid intelligent systems (his'03). Austrália.
  210. Physical Sciences Computer Science (miscellaneous)
    Alfredo LANARI; André Carlos Ponce De Leon Ferreira De CARVALHO; Renata FORTES. 2003. Utilização de aprendizado de máquina para adaptação de ligações em hipermídia adaptativa. In: Ix simpósio brasileiro de sistemas multimídia e web; webmídia 2003. Brasil.
  211. Physical Sciences Materials Science (miscellaneous)
    Antônio Riul JR; Roger R MALMEGRIM; Humberto De SOUZA; André Carlos Ponce De Leon Ferreira De CARVALHO; F J FONSECA et al. 2002. Conducting polymer tongue. In: International conference on science and technology of synthetic metals-icsm'2002. Brasil.
  212. Life Sciences Food Science
    S Da SILVA; Humberto De SOUZA; André Carlos Ponce De Leon Ferreira De CARVALHO. 2002. Redes neurais artificiais multicamadas aplicadas à adubação para a cultura da goiabeira. In: Iii congresso da sociedade brasileira de informática na agricultura (sbi-agro). Brasil.
  213. Life Sciences Agronomy and Crop Science
    A COSTA; R MENDES; André Carlos Ponce De Leon Ferreira De CARVALHO. 2002. Redes neurais artificiais para previsão de preços de hortaliças folhosas. In: Iii congresso da sociedade brasileira de informática na agricultura (sbi-agro). Brasil.
  214. Physical Sciences Artificial Intelligence
    C MILARÉ; André Carlos Ponce De Leon Ferreira De CARVALHO; M MONARD. 2002. Extracting knowledge from artificial neural networks: an empirical comparison of trepan and symbolic learning algorithms. In: Mexican international conference on artificial intelligence; micai'2002. México.
  215. Physical Sciences Electrical and Electronic Engineering
    A DELBEN; N BRETAS; André Carlos Ponce De Leon Ferreira De CARVALHO. 2002. Load flow using the graph chain representation. In: Ieee / pes t & d 2002 latin america. Brasil.
  216. Physical Sciences Artificial Intelligence
    A DELBEN; N BRETAS; André Carlos Ponce De Leon Ferreira De CARVALHO. 2002. Distribution system reconfiguration using graph chain representation. In: Ieee / pes t & d 2002 latin america. Brasil.
  217. Physical Sciences Materials Science (miscellaneous)
    Antônio Riul JR; Roger R MALMEGRIM; L H C MATTOSO; André Carlos Ponce De Leon Ferreira De CARVALHO; Humberto De SOUZA. 2002. Taste sensor based on conducting polymers. In: Encontro nacional de física de matéria condensada. Brasil.
  218. Physical Sciences Computer Science (miscellaneous)
    Humberto De SOUZA; Ernesto VARGAS; André Carlos Ponce De Leon Ferreira De CARVALHO. 2002. A practical implementation of a component-based framework for artificial neural networks. In: 2º workshop de desenvolvimento baseado em componentes; 2wdbc. Brasil.
  219. Physical Sciences Artificial Intelligence
    P LEITE; A CARNEIRO; André Carlos Ponce De Leon Ferreira De CARVALHO. 2002. Aplicação de algoritmos genéticos na determinação da operação ótima de sistemas hidrotérmicos de potência. In: Xiv congresso brasileiro de automática; cba'02. Brasil.
  220. Physical Sciences Electrical and Electronic Engineering
    Renata MACÊDO; D COURY; André Carlos Ponce De Leon Ferreira De CARVALHO. 2002. Algoritmos genéticos aplicados a estimação de componentes harmônicos em sistemas elétricos de potência. In: Xiv congresso brasileiro de automática; cba'02. Brasil.
  221. Physical Sciences Computer Science Applications
    Liang ZHAO; Rogério FURUKAWA; André Carlos Ponce De Leon Ferreira De CARVALHO. 2002. A network of globally coupled chaotic maps for adaptive multi-resolution image segmentation. In: Vii simpósio brasileiro de redes neurais. Brasil.
  222. Physical Sciences Computer Science Applications
    Renata MACÊDO; D COURY; André Carlos Ponce De Leon Ferreira De CARVALHO. 2002. A new technique based on genetic algorithms for tracking of power system harmonics. In: Vii simpósio brasileiro de redes neurais. Brasil.
  223. Physical Sciences Artificial Intelligence
    E LACERDA; T LUDERMIR; André Carlos Ponce De Leon Ferreira De CARVALHO. 2002. A study of crossvalidation and holdout as objective functions for genetic algorithms. In: Vii simpósio brasileiro de redes neurais. Brasil.
  224. Physical Sciences Computer Science Applications
    Ana Carolina LORENA; G BATISTA; André Carlos Ponce De Leon Ferreira De CARVALHO; M MONARD. 2002. The influence of noisy patterns in the performance of learning methods in the splice junction recognition. In: Vii simpósio brasileiro de redes neurais; sbrn'02. Brasil.
  225. Physical Sciences Computer Science Applications
    Humberto De SOUZA; A RIUL; André Carlos Ponce De Leon Ferreira De CARVALHO; L H C MATTOSO. 2002. Using mlp networks to classify red wines and water readings of an electronic tongue. In: Vii simpósio brasileiro de redes neurais; sbrn'02. Brasil.
  226. Physical Sciences Computer Science (miscellaneous)
    P LEITE; A CARNEIRO; André Carlos Ponce De Leon Ferreira De CARVALHO. 2002. Genetic operation setting for the operation planning of hydrothermal systems. In: Vii simpósio brasileiro de redes neurais; sbrn'02. Brasil.
  227. Physical Sciences Computer Science Applications
    Katti FACELI; André Carlos Ponce De Leon Ferreira De CARVALHO; S REZENDE. 2002. Combining intelligent techniques for sensor fusion. In: 9th international conference on neural information processing; iconip 2002. Cingapura.
  228. Physical Sciences Artificial Intelligence
    C MILARÉ; André Carlos Ponce De Leon Ferreira De CARVALHO; M MONARD. 2002. Uma abordagem para explicação de redes neurais artificiais. In: Workshop de teses e dissertações em inteligência artificial; wtdia 2002. Brasil.
  229. Physical Sciences Biomedical Engineering
    M MONARD; G BATISTA; André Carlos Ponce De Leon Ferreira De CARVALHO; Ana Carolina LORENA. 2002. Splice junction recognition using machine learning. In: I workshop brasileiro de bioinformática; wob 2002. Brasil.
  230. Physical Sciences Biomedical Engineering
    Daniel PAVANO; André Carlos Ponce De Leon Ferreira De CARVALHO; Alberto CLIQUET. 2002. Um sistema de rede neural artificial associada à estimulação elétrica neuro muscular para o controle da marcha em pacientes lesados modulares. In: Xviii congresso brasileiro de engenharia biomédica. Brasil.
  231. Life Sciences Biochemistry, Genetics and Molecular Biology (miscellaneous)
    S Da SILVA; Ana Carolina LORENA; André Carlos Ponce De Leon Ferreira De CARVALHO; Danielle TAMBASCO; Luciana REGITANO. 2002. Aprendizado de máquina aplicado ao estudo de marcadores moleculares para produção de carne bovina. In: Anais do i workshop brasileiro de bioinformática; wob 2002. Brasil.
  232. Physical Sciences Computer Science (miscellaneous)
    Giampaolo LIBRALAO; André Carlos Ponce De Leon Ferreira De CARVALHO. 2002. Investigação de redes neurais não supervisionadas para a fusão de sensores. In: Workshop de computação; workcomp'2002. Brasil.
  233. Physical Sciences Artificial Intelligence
    A DELBEN; André Carlos Ponce De Leon Ferreira De CARVALHO. 2002. New data structure and spanning forest operators for evolutionary algorithms - application to electrical distribution restauration. In: Xxviii latin-american conference on informatics (clei 2002). Brasil.
  234. Physical Sciences Computer Science Applications
    Luis Antonio De Santa EULALIA; Henrique ROZENFELD; E MOREIRA; André Carlos Ponce De Leon Ferreira De CARVALHO. 2002. Using ontologies for intelligent information retrieval in an e-commerce application case study. In: Forth european conference on product and process modeling in the building and related industries. Eslovênia.
  235. Physical Sciences Computer Science (miscellaneous)
    Katti FACELI; André Carlos Ponce De Leon Ferreira De CARVALHO; S REZENDE. 2001. Experimentos em aprendizado de máquina para fusão de sensores. In: Anais do v congresso brasileiro de redes neurais. Brasil.
  236. Physical Sciences Artificial Intelligence
    Ricardo SOVAT; André Carlos Ponce De Leon Ferreira De CARVALHO. 2001. Escolha e configuração de modelos de redes neurais artificiais utilizando raciocínio baseado em casos. In: Iii encontro nacional de inteligência artificial - sbc'2001. Brasil.
  237. Physical Sciences Artificial Intelligence
    Humberto De SOUZA; André Carlos Ponce De Leon Ferreira De CARVALHO; S REZENDE. 2001. Implementação de redes neurais artificiais e algoritmos construtivos como componentes com. In: Iii encontro nacional de inteligência artificial enia 2001; sbc'2001. Brasil.
  238. Physical Sciences Artificial Intelligence
    Katti FACELI; André Carlos Ponce De Leon Ferreira De CARVALHO; S REZENDE. 2001. Fusão de sensores utilizando combinação de estimadores. In: Iii encontro nacional de inteligência artificial enia 2001; sbc'2001. Brasil.
  239. Physical Sciences Artificial Intelligence
    C MILARÉ; André Carlos Ponce De Leon Ferreira De CARVALHO. 2001. Um estudo comparativo de extração de conhecimento simbólico de redes neurais. In: Iii encontro nacional de inteligência artificial enia 2001; sbc'2001. Brasil.
  240. Physical Sciences Artificial Intelligence
    P LEITE; A CARNEIRO; André Carlos Ponce De Leon Ferreira De CARVALHO. 2001. Aplicação de algoritmos genéticos híbridos em sistemas hidrotérmicos de potência. In: Iii encontro nacional de inteligência artificial; enia 2001 - sbc 2001. Brasil.
  241. Physical Sciences Artificial Intelligence
    A DELBEN; N BRETAS; André Carlos Ponce De Leon Ferreira De CARVALHO. 2001. Estimating the number of forests created by two edge changes. In: Ieee power tech conference'2001. Portugal.
  242. Physical Sciences Electrical and Electronic Engineering
    A DELBEN; N BRETAS; André Carlos Ponce De Leon Ferreira De CARVALHO. 2001. A fast algorithm for generation of forest: apllied in distribution system reconfiguration. In: Ieee power tech conference'2001. Portugal.
  243. Physical Sciences Computer Science Applications
    Katti FACELI; André Carlos Ponce De Leon Ferreira De CARVALHO; S REZENDE. 2001. Experiments on machine learning techniques for sensor fusion. In: Iv international conference on computational intelligence and multimedia applications; iccima'01. Japão.
  244. Physical Sciences Artificial Intelligence
    C MILARÉ; André Carlos Ponce De Leon Ferreira De CARVALHO; M MONARD. 2001. Extracting rules from neural networks using symbolic algorithms: preliminary results. In: Iv international conference on computational intelligence and multimedia applications; iccima'01. Japão.
  245. Physical Sciences Artificial Intelligence
    Ricardo SOVAT; André Carlos Ponce De Leon Ferreira De CARVALHO. 2001. A case-based reasoning development environment. In: Iv international conference on computational intelligence and multimedia applications; iccima'01. Japão.
  246. Physical Sciences Artificial Intelligence
    Ricardo SOVAT; André Carlos Ponce De Leon Ferreira De CARVALHO. 2001. Retrieval and adaptation of cases using an artificial neural network. In: Workshop of soft computing in case-based reasoning da 4th international conference on case-based reasoning (iccbr-01). Canadá.
  247. Physical Sciences Artificial Intelligence
    Ricardo SOVAT; André Carlos Ponce De Leon Ferreira De CARVALHO; S ALUÍSIO. 2001. Rabeca: a hybrid case-based reasoning development environment. In: Xiii ieee international conference with tools for artificial intelligence. Estados Unidos.
  248. Physical Sciences Biomedical Engineering
    G COSTA; A Da SILVA; André Carlos Ponce De Leon Ferreira De CARVALHO. 2001. Uma análise do consumo de energia com transportes em zonas urbanas utilizando redes neurais artificiais. In: Xv congresso de ensino e pesquisa em transportes; xv anpet. Brasil.
  249. Physical Sciences Condensed Matter Physics
    A RIUL; Roger R MALMEGRIM; André Carlos Ponce De Leon Ferreira De CARVALHO; F J FONSECA; L H C MATTOSO. 2001. Língua eletrônica utilizando polímeros condutores. In: Vi congresso da associação brasileira de polímeros. Brasil.
  250. Physical Sciences Energy Engineering and Power Technology
    A CARNEIRO; P LEITE; André Carlos Ponce De Leon Ferreira De CARVALHO. 2000. Scheduling of hydroeletric power systems using genetic algorithms. In: Vii symposium of specialists in electric operational and expantion planning - sepope'2000. Brasil.
  251. Physical Sciences Artificial Intelligence
    G BATISTA; André Carlos Ponce De Leon Ferreira De CARVALHO; M MONARD. 2000. Applying one-sided selection to unbalanced datasets. In: Mexican international conference on artificial intelligence; micai'2000. México.
  252. Physical Sciences Energy Engineering and Power Technology
    A DELBEN; A BRETAS; André Carlos Ponce De Leon Ferreira De CARVALHO. 2000. Distribution system reconfiguration using graph chain repreentation. In: International conference on power system technology; powercon'2000. Brasil.
  253. Physical Sciences Artificial Intelligence
    E LACERDA; André Carlos Ponce De Leon Ferreira De CARVALHO; T LUDERMIR. 2000. Evolutionary optimization of rbf networks. In: Vi simpósio brasileiro de redes neurais. Brasil.
  254. Physical Sciences Artificial Intelligence
    M BRIZOTTI; André Carlos Ponce De Leon Ferreira De CARVALHO. 2000. Comparing different clustering techniques rbf networks training. In: Vi simpósio brasileiro de redes neurais. Brasil.
  255. Physical Sciences Computer Science (miscellaneous)
    André Carlos Ponce De Leon Ferreira De CARVALHO; Brijesh VERMA; Kuldeep KUMAR. 2000. An algorithm for analysis and validation of segmentation points in oversegmented cursive handwriting. In: International conference on knowledge based computer systems (kbcs'2000). Índia.
  256. Physical Sciences Artificial Intelligence
    Costa De Sousa H; André Carlos Ponce De Leon Ferreira De CARVALHO. 1999. Pattern recognition using constructive algorithms. In: International conference on neural networks. Estados Unidos.
  257. Physical Sciences Artificial Intelligence
    C CAULKINS; R OLIVEIRA; S REZENDE; André Carlos Ponce De Leon Ferreira De CARVALHO; M MONARD. 1999. Applying neural networks to determine vibration parameters in a turbine. In: International joint conference on neural networks; ijcnn'99. Estados Unidos.
  258. Physical Sciences Electrical and Electronic Engineering
    P PRAMPERO; André Carlos Ponce De Leon Ferreira De CARVALHO. 1999. Classifier combination for vehicle silhouettes recognition. In: Seventh international conference on image processing and its applications; ipa'99. Grã-Bretanha.
  259. Physical Sciences Computer Science (miscellaneous)
    R FERRARI; André Carlos Ponce De Leon Ferreira De CARVALHO; P MARQUES; A FRERE. 1999. Computerized classification of breast lesions: shape and texture analysis using an artificial neural network. In: Seventh international conference on image processing and its applications; ipa'99. Grã-Bretanha.
  260. Physical Sciences Artificial Intelligence
    M BRIZOTTI; André Carlos Ponce De Leon Ferreira De CARVALHO. 1999. The influence of clustering techniques in the rbf networks generalization. In: Seventh international conference on image processing and its applications; ipa'99. Grã-Bretanha.
  261. Physical Sciences Electrical and Electronic Engineering
    D JORGE; D COURY; André Carlos Ponce De Leon Ferreira De CARVALHO. 1999. Localização de faltas em linhas de transmissão de energia elétrica utilizando reconhecimento de padrões. In: Iv congresso btasileiro de redes neurais; cbrn'99. Brasil.
  262. Physical Sciences Artificial Intelligence
    Katti FACELI; André Carlos Ponce De Leon Ferreira De CARVALHO; S REZENDE; Fábio MELFI. 1999. Sistemas inteligentes para fusao de sensores. In: Ii encontro nacional de inteligencia artificial. Brasil.
  263. Physical Sciences Artificial Intelligence
    G BATISTA; André Carlos Ponce De Leon Ferreira De CARVALHO; M MONARD. 1999. Aplicando seleção unilateral em conjuntos de exemplos desbalanceados: resultados iniciais. In: Ii encontro nacional de inteligencia artificial. Brasil.
  264. Physical Sciences Computer Science (miscellaneous)
    Ricardo SOVAT; André Carlos Ponce De Leon Ferreira De CARVALHO. 1999. Um ambiente para desenvolvimento de sistemas de raciocionio baseado em casos. In: Ii encontro nacional de inteligencia artificial. Brasil.
  265. Physical Sciences Biomedical Engineering
    M ROSA; J PEREIRA; M GRELLET; André Carlos Ponce De Leon Ferreira De CARVALHO. 1999. Signal processing and statistical procedures to identify laryngeal pathologie. In: 6th ieee international conference on electronics; circuits and systems. Chipre.
  266. Physical Sciences Artificial Intelligence
    E LACERDA; André Carlos Ponce De Leon Ferreira De CARVALHO. 1999. Credit analysis using radial basis function networks. In: 3rd international conference on computational intelligence and multimedia applications; iccima'99. Índia.
  267. Social Sciences & Humanities Business, Management and Accounting (miscellaneous)
    Humberto De SOUZA; André Carlos Ponce De Leon Ferreira De CARVALHO. 1999. Credit assessment using constructive neural networks. In: 3rd international conference on computational intelligence and multimedia applications; iccima'99. Índia.
  268. Physical Sciences Computer Science (miscellaneous)
    H DINIZ; L ANDRADE; André Carlos Ponce De Leon Ferreira De CARVALHO; M ANDRADE. 1999. Architecture design of artificial neural networks based on box & jenkins models for time series prediction. In: 3rd international conference on computational intelligence and multimedia applications; iccima'99. Índia.
  269. Physical Sciences Engineering (miscellaneous)
    P LEITE; A CARNEIRO; André Carlos Ponce De Leon Ferreira De CARVALHO. 1999. Aplicação de computação evolucionária np planejamento de sistemas hidrotérmicos. In: 20th iberian latin-american conference on computational methods on engineering; xx cilamce. Brasil.
  270. Physical Sciences Artificial Intelligence
    De O Rosa M; Pereira J C; André Carlos Ponce De Leon Ferreira De CARVALHO. 1998. Evaluation of neural classifiers using statistic methods for identification of laryngeal pathologies. In: 5th brazilian symposium on neural networks. Brasil.
  271. Physical Sciences Artificial Intelligence
    Carneiro A A F M; Leite P T; André Carlos Ponce De Leon Ferreira De CARVALHO. 1998. A genetic algorithm approach to optimize the operation planning of hydrothermal system scheduling. In: 5th brazilian symposium on neural networks. Brasil.
  272. Physical Sciences Computer Science (miscellaneous)
    J Bonifácio JR; A CANSIAN; André Carlos Ponce De Leon Ferreira De CARVALHO; E MOREIRA. 1998. An adaptive intrusion detection system using neural networks. In: Ifip world computer congress - security in information systems. Austria.
  273. Physical Sciences Artificial Intelligence
    P HORST; T PADILHA; C ROCHA; S REZENDE; André Carlos Ponce De Leon Ferreira De CARVALHO. 1998. Knowledge acquisition using symbolic and connectionist algorithms for credit evaluation. In: Ieee world congress on computational intelligence. Estados Unidos.
  274. Physical Sciences Artificial Intelligence
    A CARNEIRO; P LEITE; André Carlos Ponce De Leon Ferreira De CARVALHO. 1998. Genetic algorithms applied to hydrothermal system scheduling. In: The international conference on power system technology; powercon'98. China.
  275. Physical Sciences Artificial Intelligence
    Ernesto VARGAS; Marco Alvarez VEGA; André Carlos Ponce De Leon Ferreira De CARVALHO. 1998. Multi-thread object oriented simulator of ontogenic neural networks. In: Ii international conference on computational intelligence and multimedia applications; iccima'98. Austrália.
  276. Physical Sciences Artificial Intelligence
    C MILARÉ; André Carlos Ponce De Leon Ferreira De CARVALHO. 1998. Using a neural network in a case based reasoning system. In: Ii international conference on computational intelligence and multimedia applications; iccima'98. Austrália.
  277. Physical Sciences Artificial Intelligence
    Edmar MARTINELI; H DINIZ; André Carlos Ponce De Leon Ferreira De CARVALHO; S REZENDE. 1998. Bankruptcy prediction using connectionist and symbolic learning algorithms. In: Ieee world congress on computational intelligence; wcci'98. Estados Unidos.
  278. Physical Sciences Computer Science Applications
    N FURTADO; E KAWAMOTO; André Carlos Ponce De Leon Ferreira De CARVALHO. 1998. Evaluation and ranking of transportation projects using neural network. In: 8th world conference on transport research. Holanda.
  279. Physical Sciences Energy Engineering and Power Technology
    A CARNEIRO; André Carlos Ponce De Leon Ferreira De CARVALHO; P LEITE; M Silva FILHO; M KADOWAKI. 1998. Optimal energy operation of hydrothermal systems using artificial intelligence techniques. In: Vi symposium of specialists in electric operational and expantion planning - vi sepope. Brasil.
  280. Physical Sciences Artificial Intelligence
    P PRAMPERO; André Carlos Ponce De Leon Ferreira De CARVALHO. 1998. Recognition of vehicles using combination of classifiers. In: Ieee world congress on computational intelligence; wcci'98. Estados Unidos.
  281. Physical Sciences Computer Science (miscellaneous)
    J Bonifácio JR; A CANSIAN; André Carlos Ponce De Leon Ferreira De CARVALHO; E MOREIRA. 1998. Neural networks applied in intrusion detection systems. In: Ieee world congress on computational intelligence; wcci'98. Estados Unidos.
  282. Physical Sciences Energy Engineering and Power Technology
    A DELBEN; N BRETAS; André Carlos Ponce De Leon Ferreira De CARVALHO. 1998. Optimal energy restoration for general distribution systems by genetical algorithms. In: International conference on power system technology; powercon'98. China.
  283. Physical Sciences Chemistry (miscellaneous)
    A SOUZA; F LANÇAS; J VILEGAS; R ROMERO; André Carlos Ponce De Leon Ferreira De CARVALHO. 1998. Chemical classification of monoterpenes by their mass spectra using artificial neural networks of the multilayer perceptron model. In: 20th international symposium on capillary chromatography. Itália.
  284. Physical Sciences Computer Networks and Communications
    J Bonifácio JR; A CANSIAN; André Carlos Ponce De Leon Ferreira De CARVALHO; E MOREIRA. 1998. Um ambiente de segurança distribuído para a integração de firewalls com sistemas de detecção de intrusão. In: Xvi simpósio brasileiro de redes de computadores; sbrc'98. Brasil.
  285. Physical Sciences Energy Engineering and Power Technology
    A DELBEN; N BRETAS; André Carlos Ponce De Leon Ferreira De CARVALHO. 1998. A ga approach for optimal energy restoration in radial distributed systems. In: Third portuguese conference on automatic control. Portugal.
  286. Physical Sciences Environmental Science (miscellaneous)
    W HANISH; André Carlos Ponce De Leon Ferreira De CARVALHO; E PIRES. 1998. A neural network model to predict parameters of a wastewater treatment plant. In: Third international conference on hydroinformatics. Brasil.
  287. Physical Sciences Artificial Intelligence
    N FURTADO; E KAWAMOTO; André Carlos Ponce De Leon Ferreira De CARVALHO. 1998. Neural network to transportaion decision maker. In: Fourth international conference on decision science. Austrália.
  288. Physical Sciences Energy Engineering and Power Technology
    A CARNEIRO; P LEITE; André Carlos Ponce De Leon Ferreira De CARVALHO. 1998. Planejamento ótimo da operação energética utilizando algoritmos genéticos. In: Xii congresso brazileiro de automática. Brasil.
  289. Physical Sciences Energy Engineering and Power Technology
    A DELBEN; N BRETAS; André Carlos Ponce De Leon Ferreira De CARVALHO. 1998. Restabelecimento de energia em sistemas de distribuição radiais usando busca com heurísticas fuzzy. In: Iii congresso latino americano de distribuição de energia elétrica. Brasil.
  290. Physical Sciences Electrical and Electronic Engineering
    A DELBEN; N BRETAS; André Carlos Ponce De Leon Ferreira De CARVALHO. 1998. Algoritmos genéticos associados a cadeias de grafos para restabelecimento de energia. In: Xii congresso brazileiro de automática. Brasil.
  291. Physical Sciences Energy Engineering and Power Technology
    A DELBEN; N BRETAS; André Carlos Ponce De Leon Ferreira De CARVALHO. 1998. Um algoritmo de inteligência artificial com heurísticas fuzzy para restabelecimento de energia em sistemas de distribuição radial. In: Xii congresso brazileiro de automática. Brasil.
  292. Physical Sciences Electrical and Electronic Engineering
    A DELBEN; N BRETAS; André Carlos Ponce De Leon Ferreira De CARVALHO. 1998. Restabelecimento de energia ótimo em sistemas de distribuição radiais por algoritmos genéticos. In: Iii congresso latino americano de distribuição de energia elétrica. Brasil.
  293. Physical Sciences Artificial Intelligence
    M OLESKOVICZ; D COURY; André Carlos Ponce De Leon Ferreira De CARVALHO. 1998. Artificial neural networks applied to power system protection. In: V simpósio brasileiro de redes neurais. Brasil.
  294. Physical Sciences Artificial Intelligence
    Filho E F M; André Carlos Ponce De Leon Ferreira De CARVALHO. 1998. Target recognition using evolutionary neural networks. In: 5th brazilian symposium on neural networks. Brasil.
  295. Physical Sciences Artificial Intelligence
    M ROSA; J PEREIRA; André Carlos Ponce De Leon Ferreira De CARVALHO. 1998. Validation of neural classifiers using statistical methods for identification of laryngeal pathologies. In: V simpósio brasileiro de redes neurais. Brasil.
  296. Social Sciences & Humanities Education
    C NOBRE; A BRAGA; André Carlos Ponce De Leon Ferreira De CARVALHO; T LUDERMIR; J BRAGA. 1998. Extração de conhecimento: uma comparação entre os métodos clássico e conexionista. In: V simpósio brasileiro de redes neurais. Brasil.
  297. Physical Sciences Artificial Intelligence
    D JORGE; D COURY; André Carlos Ponce De Leon Ferreira De CARVALHO. 1998. Redes neurais artificiais aplicadas à localização de faltas em linhas de transmissão de energia elétrica. In: V simpósio brasileiro de redes neurais. Brasil.
  298. Physical Sciences Artificial Intelligence
    P PRAMPERO; André Carlos Ponce De Leon Ferreira De CARVALHO. 1998. Combinação de classificadores neurais para o reconhecimento de imagens de navios. In: V simpósio brasileiro de redes neurais. Brasil.
  299. Physical Sciences Engineering (miscellaneous)
    E LACERDA; André Carlos Ponce De Leon Ferreira De CARVALHO. 1998. Redes de funções base radial para avaliação de risco de crédito. In: V simpósio brasileiro de redes neurais. Brasil.
  300. Physical Sciences Artificial Intelligence
    Ernesto VARGAS; Humberto De SOUZA; André Carlos Ponce De Leon Ferreira De CARVALHO. 1998. Automatic target recognition using a constructive approach. In: V simpósio brasileiro de redes neurais. Brasil.
  301. Physical Sciences Artificial Intelligence
    H DINIZ; André Carlos Ponce De Leon Ferreira De CARVALHO; M ANDRADE. 1998. Previsão de séries temporais utilizando redes neurais artificiais e modelos de box & jenkins. In: V simpósio brasileiro de redes neurais. Brasil.
  302. Life Sciences Biochemistry, Genetics and Molecular Biology (miscellaneous)
    A SOUZA; F LANÇAS; André Carlos Ponce De Leon Ferreira De CARVALHO. 1998. Artificial neural network classification of milk using chromatograms of its lipidic portion obtained by hrgc. In: 7th latin-american congress on chromatography and related techniques ? colacro vii. Brasil.
  303. Life Sciences Neuroscience (miscellaneous)
    Fábio MELFI; André Carlos Ponce De Leon Ferreira De CARVALHO. 1998. Human performance in maze navigation problems. In: Proceedings of the ii international conference on cognitive and neural systems. Estados Unidos.
  304. Physical Sciences Artificial Intelligence
    Vargas E C; De Sousa H C; André Carlos Ponce De Leon Ferreira De CARVALHO. 1998. Automatic target recognition using a constructive approach. In: 5th brazilian symposium on neural networks. Brasil.
  305. Physical Sciences Artificial Intelligence
    T LUDERMIR; A BRAGA; C NOBRE; André Carlos Ponce De Leon Ferreira De CARVALHO. 1998. Extracting rules from neural networks: a datamining approach. In: I international conference on data mining. Brasil.
  306. Physical Sciences Energy Engineering and Power Technology
    A DELBEN; André Carlos Ponce De Leon Ferreira De CARVALHO; N BRETAS. 1997. Optimal energy restoration in distributed systems using genetic algorithms. In: International conference on computational intelligence and multimedia applications. Austrália.
  307. Physical Sciences Computer Science (miscellaneous)
    J Bonifácio JR; A CANSIAN; André Carlos Ponce De Leon Ferreira De CARVALHO; E MOREIRA. 1997. Network intrusion detection using neural networks. In: International conference on computational intelligence and multimedia applications. Austrália.
  308. Physical Sciences Computer Networks and Communications
    J Bonifácio JR; A CANSIAN; André Carlos Ponce De Leon Ferreira De CARVALHO; E MOREIRA. 1997. Modelo adaptativo para detecção de comportamento suspeito em redes de computadores. In: Xv simpósio brasileiro de redes de computadores; sbrc'97. Brasil.
  309. Physical Sciences Computer Science (miscellaneous)
    A CANSIAN; E MOREIRA; F MORISHITA; J Bonifácio JR; André Carlos Ponce De Leon Ferreira De CARVALHO. 1997. An adaptative system for detecting intrusion in networks. In: Iii international congress on information engineering. Argentina.
  310. Physical Sciences Computer Science Applications
    A DELBEN; A BRETAS; L ALBERTO; André Carlos Ponce De Leon Ferreira De CARVALHO; D COURY. 1997. Implementation and test of a distance relay using artificial neural networks. In: International conference on engineering applications of neural networks; eann'97. Suécia.
  311. Physical Sciences Artificial Intelligence
    C MILARÉ; André Carlos Ponce De Leon Ferreira De CARVALHO. 1997. Case based reasoning using neural networks. In: I encontro nacional de inteligência artificial; enia'97. Brasil.
  312. Physical Sciences Energy Engineering and Power Technology
    S RODGHER; G FABBRI; André Carlos Ponce De Leon Ferreira De CARVALHO. 1997. A utilização de redes neurais artificiais para classificação de solos tropicais. In: Xi congresso de ensino e pesquisa em transportes; xi anpet. Brasil.
  313. Physical Sciences Electrical and Electronic Engineering
    A DELBEN; N BRETAS; André Carlos Ponce De Leon Ferreira De CARVALHO. 1997. Restauração ótima de energia em sistemas de distribuição. In: Xiv snptee seminário nacional de produção e transmissão de energia elétrica. Brasil.
  314. Life Sciences General Neuroscience
    W HANISH; C MILARÉ; André Carlos Ponce De Leon Ferreira De CARVALHO; E PIRES. 1997. Modelagem de uma estação de tratamento de esgoto utilizando redes neurais: conceituação e modelagem preliminar. In: Xix conferência brasileira de engenharia ambiental. Brasil.
  315. Physical Sciences Energy Engineering and Power Technology
    A DELBEN; N BRETAS; André Carlos Ponce De Leon Ferreira De CARVALHO. 1997. Energy restoration in distribution systems using search with fuzzy heuristics. In: 29th north american power symposium. Estados Unidos.
  316. Physical Sciences Computer Science (miscellaneous)
    Fábio MELFI; Rodrigo BARROS; André Carlos Ponce De Leon Ferreira De CARVALHO. 1997. Comportamento de evitar obstáculo para sistema de navegação. In: Iv simpósio brasileiro de redes neurais. Brasil.
  317. Physical Sciences Computer Science (miscellaneous)
    Ernesto VARGAS; Marco Alvarez VEGA; André Carlos Ponce De Leon Ferreira De CARVALHO. 1997. Simulador multi-threads de redes neurais ontogênicas orientado a objetos. In: Iv simpósio brasileiro de redes neurais. Brasil.
  318. Physical Sciences Computer Science Applications
    P PRAMPERO; André Carlos Ponce De Leon Ferreira De CARVALHO. 1997. Reconhecimento de silhuetas de veículos usando combinação de estimadores. In: Iv simpósio brasileiro de redes neurais. Brasil.
  319. Physical Sciences Artificial Intelligence
    Filho E F M; André Carlos Ponce De Leon Ferreira De CARVALHO. 1997. Evolutionary design of mlp neural network architectures. In: 4th brazilian symposium on neural networks. Brasil.
  320. Physical Sciences Artificial Intelligence
    H DINIZ; André Carlos Ponce De Leon Ferreira De CARVALHO; M ANDRADE. 1997. Previsão de series temporais atraves de redes neurais artificiais e metodos estocasticos. In: Iv simpósio brasileiro de redes neurais. Brasil.
  321. Physical Sciences Artificial Intelligence
    J ALVES; André Carlos Ponce De Leon Ferreira De CARVALHO. 1997. Utilização de redes neurais artificiais para previsão de séries temporais. In: Iv simpósio brasileiro de redes neurais. Brasil.
  322. Physical Sciences Computer Science (miscellaneous)
    P HORST; C ROCHA; T PADILHA; S REZENDE; André Carlos Ponce De Leon Ferreira De CARVALHO. 1997. Usando algoritmos simbólicos e conexionistas para avaliação de crédito. In: Iv simpósio brasileiro de redes neurais. Brasil.
  323. Physical Sciences Artificial Intelligence
    E LACERDA; André Carlos Ponce De Leon Ferreira De CARVALHO. 1997. Combinando algoritmos genéticos com o algoritmo k-médias para configuração de redes de funções base radial. In: Iv simpósio brasileiro de redes neurais. Brasil.
  324. Physical Sciences Artificial Intelligence
    Edmar MARTINELI; H DINIZ; André Carlos Ponce De Leon Ferreira De CARVALHO; S REZENDE. 1997. O problema de falência de bancos usando cn2; c4.5 e redes neurais artificiais. In: Iv simpósio brasileiro de redes neurais. Brasil.
  325. Physical Sciences Computer Science (miscellaneous)
    E FILHO; André Carlos Ponce De Leon Ferreira De CARVALHO; A MATIAS. 1997. Credit assessment using evolutionary mlp networks. In: Fifth international comference computational finance; cf'97. Grã-Bretanha.
  326. Physical Sciences Artificial Intelligence
    André Carlos Ponce De Leon Ferreira De CARVALHO; M FAIRHURST; D BISSET. 1996. Implementation of boolean neural networks on parallel computers. In: Ii argentinian computer science. Argentina.
  327. Life Sciences Neuroscience (miscellaneous)
    E FILHO; André Carlos Ponce De Leon Ferreira De CARVALHO. 1996. Neuraval - sistema neural para avaliação de crédito. In: Xxix conferência brasileira e xvi congresso internacional de informática e telecomunicações; sucesu'96. Brasil.
  328. Physical Sciences Artificial Intelligence
    A DELBEN; N BRETAS; André Carlos Ponce De Leon Ferreira De CARVALHO. 1996. Restabelecimento ótimo de energia em sistemas de distribuição utilizando algoritmos genéticos. In: Iii simpósio brasileiro de redes neurais. Brasil.
  329. Physical Sciences Artificial Intelligence
    E FILHO; André Carlos Ponce De Leon Ferreira De CARVALHO; A MATIAS. 1996. Utilização de redes neurais na análise de risco de crédito a pessoal física. In: Iii simpósio brasileiro de redes neurais. Brasil.
  330. Physical Sciences Biomedical Engineering
    W HANISH; C MILARÉ; André Carlos Ponce De Leon Ferreira De CARVALHO; E PIRES. 1996. Modelagem preliminar de uma estação de tratamento de esgoto utilizando redes neurais. In: Iii simpósio brasileiro de redes neurais. Brasil.
  331. Physical Sciences Artificial Intelligence
    A DELBEN; A BRETAS; D COURY; André Carlos Ponce De Leon Ferreira De CARVALHO; A ARAÚJO. 1996. Esquema de proteção à distância para linhas de transmissão utilizando redes neurais artificiais. In: Iii simpósio brasileiro de redes neurais. Brasil.
  332. Physical Sciences Artificial Intelligence
    André Carlos Ponce De Leon Ferreira De CARVALHO; M FAIRHURST; D BISSET. 1996. Training algorithms for gsnf neural networks. In: Ii workshop de visão cibernética. Brasil.
  333. Physical Sciences Artificial Intelligence
    André Carlos Ponce De Leon Ferreira De CARVALHO; M FAIRHURST; D BISSET. 1995. Learning strategies to train gsnf neural networks. In: Weightless neural network workshop'95. Grã-Bretanha.
  334. Physical Sciences Artificial Intelligence
    André Carlos Ponce De Leon Ferreira De CARVALHO; M FAIRHURST; D BISSET. 1995. Image classification using an integrated neural architecture based on boolean nodes. In: Weightless neural network workshop'95. Grã-Bretanha.
  335. Physical Sciences Artificial Intelligence
    André Carlos Ponce De Leon Ferreira De CARVALHO. 1995. A modular neural network architecture for pattern recognition. In: Ii simpósio brasileiro de redes neurais. Brasil.
  336. Physical Sciences Artificial Intelligence
    M TRONCO; A PORTO; André Carlos Ponce De Leon Ferreira De CARVALHO. 1995. Sistema de reconhecimento de peças mecânicas para robô de montagem - abordagem utilizando rede neural com arquitetura baseada no modelo gsn. In: Ii simpósio brasileiro de redes neurais. Brasil.
  337. Physical Sciences Artificial Intelligence
    M TRONCO; A PORTO; André Carlos Ponce De Leon Ferreira De CARVALHO. 1995. Desenvolvimento de um sistema de visão artificial de robô baseado em redes neurais. In: Xiii congresso brasileiro and ii congresso ibero americano de engenharia mecânica - xiii cobem-cidim/95. Brasil.
  338. Physical Sciences Artificial Intelligence
    André Carlos Ponce De Leon Ferreira De CARVALHO; M FAIRHURST; D BISSET. 1994. A modular boolean architecture for pattern recognition. In: Ieee world congress on computational intelligence. Estados Unidos.
  339. Physical Sciences Artificial Intelligence
    André Carlos Ponce De Leon Ferreira De CARVALHO; M FAIRHURST; D BISSET. 1994. Feature extraction using the soft boolean architecture. In: I simpósio brasileiro de redes neurais. Brasil.
  340. Physical Sciences Artificial Intelligence
    André Carlos Ponce De Leon Ferreira De CARVALHO; M FAIRHURST; D BISSET. 1993. A self-organising feature extraction architecture for boolean networks. In: Weightless neural network workshop'93. Grã-Bretanha.
  341. Physical Sciences Artificial Intelligence
    André Carlos Ponce De Leon Ferreira De CARVALHO; M FARHURST; D BISSET. 1992. Goal seeking neuron network architectures for image classification applications. In: Iv iee international conference on image processing and its applications. Holanda.
  342. Physical Sciences Artificial Intelligence
    André Carlos Ponce De Leon Ferreira De CARVALHO; M FAIRHURST; D BISSET. 1992. Soft - a boolean self organising feature extractor. In: Icann 92. Grã-Bretanha.
  343. Physical Sciences Artificial Intelligence
    André Carlos Ponce De Leon Ferreira De CARVALHO; M FAIRHURST; D BISSET. 1992. A lazy learning approach to the training of gsn neural networks. In: Icann 92. Grã-Bretanha.
  344. Physical Sciences Artificial Intelligence
    André Carlos Ponce De Leon Ferreira De CARVALHO; M FAIRHURST; D BISSET. 1992. Self-organising neural networks for two-dimensional image classification: a boolean network approach. In: International symposium on signals; systems and electronics - issse 92. França.
  345. Physical Sciences Artificial Intelligence
    André Carlos Ponce De Leon Ferreira De CARVALHO; M FAIRHURST; D BISSET. 1992. Integrated boolean neural networks for feature extraction and image classification. In: Iee colloquium on neural networks for image applications. Grã-Bretanha.
  346. Physical Sciences Artificial Intelligence
    M FARHURST; André Carlos Ponce De Leon Ferreira De CARVALHO; K COWLEY; D BISSET. 1991. A parallel approach to the real-time classification of handprinted characters. In: Iwfhr-2 international workshop. França.
  347. Physical Sciences Artificial Intelligence
    André Carlos Ponce De Leon Ferreira De CARVALHO; M FARHURST; D BISSET; E FILHO. 1991. An analysis of self-organising networks based on goal seeking neurons. In: Ii iee international conference on artificial neural networks. Grã-Bretanha.
  348. Physical Sciences Artificial Intelligence
    André Carlos Ponce De Leon Ferreira De CARVALHO; Clylton FERNANDES. 1990. Um novo modelo de neurônio para o reconhecimento de sequências. In: Iv simpósio brasileiro de inteligência artificial; sbia'90. Brasil.
  1. Life Sciences Biochemistry, Genetics and Molecular Biology (miscellaneous)
    Araújo Anna Luíza DAMACENO; Da Silva Viviane MARIANO; Kudo Maíra SUZUKA; De Souza Eduardo Santos CARLOS; Saldivia Siracusa CRISTINA et al. 2023. Machine learning concepts applied to oral pathology and oral medicine: a convolutional neural networks' approach. Journal of oral pathology & medicine. 1, 1-.
  2. Physical Sciences Computer Science (miscellaneous)
    Horváth TOMÁ; Mantovani Rafael G; André Carlos Ponce De Leon Ferreira De CARVALHO. 2023. Hyper-parameter initialization of classification algorithms using dynamic time warping: a perspective on pca meta-features. Applied soft computing. 134, 109969-.
  3. Physical Sciences Artificial Intelligence
    Menezes Angelo G; De Moura GUSTAVO; Alves CÉZANNE; André Carlos Ponce De Leon Ferreira De CARVALHO. 2023. Continual object detection: a review of definitions; strategies; and challenges. Neural networks. 161, 476-493.
  4. Health Sciences Medicine (miscellaneous)
    Araújo Anna Luíza DAMACENO; De Souza Eduardo Santos CARLOS; Faustino Isabel Schausltz PEREIRA; Saldivia Siracusa CRISTINA; Brito Sarracino TAMIRES et al. 2023. Clinicians? perceptions of oral leukoplakia: a pitfall for image annotation in supervised learning. Oral surgery oral medicine oral pathology oral radiology. 1, 1-.
  5. Physical Sciences Artificial Intelligence
    Hidelberg Oliveira ALBUQUERQUE; André Carlos Ponce De Leon Ferreira De CARVALHO. 2023. Named entity recognition: a survey for the portuguese language. Procesamiento del lenguaje natural. 70, 171-185.
  6. Social Sciences & Humanities Economics, Econometrics and Finance (miscellaneous)
    Kanda Jorge YOSHIO; André Carlos Ponce De Leon Ferreira De CARVALHO. 2023. Previsão do preço do carbono por modelos de aprendizado de máquina. Revista amazônia; organizações e sustentabilidade. 12, 158-177.
  7. Physical Sciences Artificial Intelligence
    Rivolli ADRIANO; Garcia Luís P F; Soares CARLOS; Vanschoren JOAQUIN; André Carlos Ponce De Leon Ferreira De CARVALHO. 2022. Meta-features for meta-learning. Knowledge-based systems. 240, 108101-108122.
  8. Life Sciences Biochemistry, Genetics and Molecular Biology (miscellaneous)
    Bonidia Robson P; Domingues Douglas S; Sanches Danilo S; André Carlos Ponce De Leon Ferreira De CARVALHO. 2022. Mathfeature: feature extraction package for dna; rna and protein sequences based on mathematical descriptors. Briefings in bioinformatics. 23, 1-10.
  9. Physical Sciences Artificial Intelligence
    Aguiar Gabriel J; Santana Everton J; André Carlos Ponce De Leon Ferreira De CARVALHO; Barbon Junior SYLVIO. 2022. Using meta-learning for multi-target regression. Information sciences. 584, 665-684.
  10. Life Sciences Biochemistry, Genetics and Molecular Biology (miscellaneous)
    Bonidia Robson P; Santos Anderson P AVILA; De Almeida Breno L S; Stadler Peter F; Da Rocha Ulisses N et al. 2022. Bioautoml: automated feature engineering and metalearning to predict noncoding rnas in bacteria. Briefings in bioinformatics. 23, bbac218-.
  11. Physical Sciences Physics and Astronomy (miscellaneous)
    Mastelini Saulo MARTIELLO; Cassar Daniel R; Alcobaça EDESIO; Tiago BOTARI; André Carlos Ponce De Leon Ferreira De CARVALHO et al. 2022. Machine learning unveils composition-property relationships in chalcogenide glasses. Acta materialia. 240, 118302-.
  12. Physical Sciences Mathematics (miscellaneous)
    Bonidia Robson P; Avila Santos Anderson P; De Almeida Breno L S; Stadler Peter F; Nunes Da Rocha ULISSES et al. 2022. Information theory for biological sequence classification: a novel feature extraction technique based on tsallis entropy. Entropy. 24, 1398-.
  13. Physical Sciences Artificial Intelligence
    Mastelini Saulo MARTIELLO; Nakano Felipe KENJI; Vens CELINE; André Carlos Ponce De Leon Ferreira De CARVALHO. 2022. Online extra trees regressor. Ieee transactions on neural networks and learning systems. 1, 1-.
  14. Physical Sciences Computer Science (miscellaneous)
    Meneses MICHEL; Matos LEONARDO; Prado BRUNO; André Carlos Ponce De Leon Ferreira De CARVALHO; Macedo HENDRIK. 2021. Smartsort: an mlp-based method for tracking multiple objects in real-time. Journal of real-time image processing. 1, 1-9.
  15. Life Sciences Biochemistry, Genetics and Molecular Biology (miscellaneous)
    Bonidia Robson P; Sampaio Lucas D H; Domingues Douglas S; Paschoal Alexandre R; Lopes Fabrício M et al. 2021. Feature extraction approaches for biological sequences: a comparative study of mathematical features. Briefings in bioinformatics. 1, 1-20.
  16. Physical Sciences Artificial Intelligence
    Mastelini Saulo MARTIELLO; André Carlos Ponce De Leon Ferreira De CARVALHO. 2021. Using dynamical quantization to perform split attempts in online tree regressors. Pattern recognition letters. 145, 37-42.
  17. Physical Sciences Computer Science (miscellaneous)
    Rossi Andre L D; Carlos SOARES; Bruno Feres De SOUZA; André Carlos Ponce De Leon Ferreira De CARVALHO. 2021. Micro-metastream: algorithm selection for time-changing data. Information sciences. 565, 262-277.
  18. Social Sciences & Humanities Philosophy
    André Carlos Ponce De Leon Ferreira De CARVALHO. 2021. Inteligência artificial: riscos; benefícios e uso responsável. Estudos avançados (online). 35, 21-36.
  19. Physical Sciences Computer Science Applications
    Cassar Daniel R; Mastelini Saulo MARTIELLO; Tiago BOTARI; Alcobaça EDESIO; André Carlos Ponce De Leon Ferreira De CARVALHO et al. 2021. Predicting and interpreting oxide glass properties by machine learning using large datasets. Ceramics international. 47, 23958-23972.
  20. Life Sciences Biochemistry, Genetics and Molecular Biology (miscellaneous)
    Alkhnbashi Omer S; Mitrofanov ALEXANDER; Robson Parmezan BONIDIA; Raden MARTIN; Tran Van DINH et al. 2021. Crisprloci:comprehensive and accurate annotation of crispr-cas systems. Nucleic acids research. 1, gkab456-.
  21. Life Sciences Biochemistry, Genetics and Molecular Biology (miscellaneous)
    Padilha Victor A; Alkhnbashi Omer S; Tran Van DINH; Shah Shiraz A; André Carlos Ponce De Leon Ferreira De CARVALHO et al. 2021. Casboundary: automated definition of integral cas cassettes. Bioinformatics. 37, 1352-1359.
  22. Life Sciences Biochemistry, Genetics and Molecular Biology (miscellaneous)
    Kasmanas Jonas COELHO; Bartholomäus ALEXANDER; Corrêa Felipe BORIM; Tal TAMARA; Jehmlich NICO et al. 2021. Humanmetagenomedb: a public repository of curated and standardized metadata for human metagenomes. Nucleic acids research. 49, D743-D750.
  23. Physical Sciences Materials Science (miscellaneous)
    Soares Juliana COATRINI; Soares Andrey COATRINI; Rodrigues Valquiria CRUZ; Oiticica Pedro Ramon ALMEIDA; Raymundo Pereira Paulo AUGUSTO et al. 2021. Detection of a sars-cov-2 sequence with genosensors using data analysis based on information visualization and machine learning techniques. Materials chemistry frontiers. 5, 5658-5670.
  24. Physical Sciences Computer Science (miscellaneous)
    Kelly Cristina Ramos Da SILVA; Oliveira Helder L Costa DE; André Carlos Ponce De Leon Ferreira De CARVALHO. 2021. Performance evaluation of outlier rules for labelling outliers in multidimensional dataset. International journal of business intelligence and data mining. 19, 135-152.
  25. Physical Sciences Computer Science (miscellaneous)
    André Carlos Ponce De Leon Ferreira De CARVALHO; Kemilly DEARO; Cláudio Rabelo De SÁ; Tiago CARVALHO; João Mendes MOREIRA et al. 2021. An ensemble of autonomous auto-encoders for human activity recognition. Neurocomputing. 1, 1-.
  26. Physical Sciences Computer Science (miscellaneous)
    Barella Victor H; Garcia Luís P F; De Souto Marcilio C P; Lorena Ana C; André Carlos Ponce De Leon Ferreira De CARVALHO. 2021. Assessing the data complexity of imbalanced datasets. Information sciences. 553, 83-109.
  27. Life Sciences Agricultural and Biological Sciences (miscellaneous)
    Brandoli BRUNO; Spadon GABRIEL; Esau TRAVIS; Hennessy PATRICK; André Carlos Ponce De Leon Ferreira De CARVALHO et al. 2021. Dropleaf: a precision farming smartphone tool for real-time quantification of pesticide application coverage. Computers and electronics in agriculture. 180, 105906-.
  28. Physical Sciences Computer Science (miscellaneous)
    Márcio P BASGALUPP; Rodrigo C BARROS; De Sá A G C; Pappa G L; Mantovani R G et al. 2020. An extensive experimental evaluation of automated machine learning methods for recommending classification algorithms. Evolutionary intelligence. 14, 1895-1914.
  29. Physical Sciences Artificial Intelligence
    Edésio ALCOBACA; Felipe SIQUEIRA; Rivolli ADRIANO; Garcia LUIS; Jefferson T OLIVA et al. 2020. Mfe: towards reproducible meta-feature extraction. Journal of machine learning research. 21, 4503-4507.
  30. Physical Sciences Artificial Intelligence
    Garcia Luis P F; Rivolli ADRIANO; Alcobaca EDESIO; Davi P Dos SANTOS; A Carolina LORENA et al. 2020. Boosting meta-learning with simulated data complexity measures. Intelligent data analysis. 24, 1011-1028.
  31. Physical Sciences Materials Science (miscellaneous)
    Alcobaca EDESIO; Mastelini Saulo M; Tiago BOTARI; Bruno De Almeida PIMENTEL; Daniel R CASSAR et al. 2020. Explainable machine learning algorithms to predict glass transition temperature. Acta materialia. 188, 92-100.
  32. Physical Sciences Artificial Intelligence
    Rivolli ADRIANO; Jesse READ; Carlos M SOARES; Bernhard PFAHRINGER; André Carlos Ponce De Leon Ferreira De CARVALHO. 2020. An empirical analysis of binary transformation strategies and base algorithms for multi-label learning. Machine learning. 109, 1509-1563.
  33. Physical Sciences Artificial Intelligence
    Pimentel Bruno ALMEIDA; André Carlos Ponce De Leon Ferreira De CARVALHO. 2020. A meta-learning approach for recommending the number of clusters for clustering algorithms. Knowledge-based systems. 195, 105682-105696.
  34. Physical Sciences Artificial Intelligence
    Mano Leandro Y; Faiçal Bruno S; Gonçalves Vinícius P; Pessin GUSTAVO; Gomes Pedro H et al. 2020. An intelligent and generic approach for detecting human emotions: a case study with facial expressions. Soft computing. 24, 8467-8479.
  35. Physical Sciences Artificial Intelligence
    Fernandes Everlandio R Q; André Carlos Ponce De Leon Ferreira De CARVALHO; Yao XIN. 2020. Ensemble of classifiers based on multiobjective genetic sampling for imbalanced data. Ieee transactions on knowledge and data engineering. 32, 1104-1115.
  36. Life Sciences Biochemistry, Genetics and Molecular Biology (miscellaneous)
    Padilha Victor A; Alkhnbashi Omer S; Shah Shiraz A; André Carlos Ponce De Leon Ferreira De CARVALHO; Backofen ROLF. 2020. Crisprcasidentifier: machine learning for accurate identification and classification of crispr-cas systems. Gigascience. 9, 1-.
  37. Health Sciences Health Informatics
    Veiga E Silva LENA; De Andrade Abi Harb Maria Da PENHA; Teixeira Barbosa Dos Santos Aurea MILENE; De Mattos Teixeira Carlos ANDRÉ; Macedo Gomes Vitor HUGO et al. 2020. An analysis of covid-19 mortality underreporting based on data available from official brazilian government internet portals (preprint). Journal of medical internet research. 22, e21413-.
  38. Physical Sciences Engineering (miscellaneous)
    Silva Cardoso Evelin HELENA; Da Silva Marcelino SILVA; De Albuquerque Felix Francisco EGUINALDO; De Carvalho Solon VENANCIO; André Carlos Ponce De Leon Ferreira De CARVALHO et al. 2020. Characterizing the impact of social inequality on covid-19 propagation in developing countries. Ieee access. 8, 172563-172580.
  39. Physical Sciences Computer Science (miscellaneous)
    Bonidia Robson P; Machida Jaqueline SAYURI; Negri Tatianne C; Alves Wonder A L; Kashiwabara Andre Y et al. 2020. A novel decomposing model with evolutionary algorithms for feature selection in long non-coding rnas. Ieee access. 8, 181683-181697.
  40. Physical Sciences Artificial Intelligence
    D SANTOS; Ricardo PRUDÊNCIO; André Carlos Ponce De Leon Ferreira De CARVALHO. 2019. Empirical investigation of active learning strategies. Neurocomputing. 326, 15-27.
  41. Physical Sciences Computer Science (miscellaneous)
    Adriano RIVOLLI; André Carlos Ponce De Leon Ferreira De CARVALHO. 2019. The utiml package: multi-label classification in r. R journal. 10, 24-.
  42. Physical Sciences Artificial Intelligence
    Luís P GARCIA; Jens LEHMANN; André Carlos Ponce De Leon Ferreira De CARVALHO; A Carolina LORENA. 2019. New label noise injection methods for the evaluation of noise filters. Knowledge-based systems. 163, 693-704.
  43. Physical Sciences Artificial Intelligence
    Bruno De Almeida PIMENTEL; André Carlos Ponce De Leon Ferreira De CARVALHO. 2019. A new data characterization for selecting clustering algorithms using meta-learning. Information sciences. 477, 203-219.
  44. Physical Sciences Artificial Intelligence
    Ricardo CERRI; Rodrigo Coelho BARROS; Márcio P BASGALUPP; André Carlos Ponce De Leon Ferreira De CARVALHO. 2019. Inducing hierarchical multi-label classification rules with genetic algorithms. Applied soft computing. 77, 584-604.
  45. Physical Sciences Artificial Intelligence
    Everlândio FERNANDES; André Carlos Ponce De Leon Ferreira De CARVALHO. 2019. Evolutionary inversion of class distribution in overlapping areas for multi-class imbalanced learning. Information sciences. 494, 141-154.
  46. Physical Sciences Artificial Intelligence
    Rafael MANTOVANI; Rossi Andre L D; Alcobaca EDESIO; Joaquin VANSCHOREN; André Carlos Ponce De Leon Ferreira De CARVALHO. 2019. A meta-learning recommender system for hyperparameter tuning: predicting when tuning improves svm classifiers. Information sciences. 193-221.
  47. Physical Sciences Computer Science (miscellaneous)
    Paulo H PISANI; Abir MHENNI; Romain GIOT; Estelle CHERRIER; Norman POH et al. 2019. Adaptive biometric systems. Acm computing surveys. 52, 1-38.
  48. Physical Sciences Artificial Intelligence
    Padilha Victor ALEXANDRE; André Carlos Ponce De Leon Ferreira De CARVALHO. 2019. Experimental correlation analysis of bicluster coherence measures and gene ontology information. Applied soft computing. 85, 105688-11.
  49. Physical Sciences Environmental Science (miscellaneous)
    Spadon GABRIEL; André Carlos Ponce De Leon Ferreira De CARVALHO; Rodrigues Jr Jose F; Alves Luiz G A. 2019. Reconstructing commuters network using machine learning and urban indicators. Scientific reports. 9, 11801-.
  50. Physical Sciences Artificial Intelligence
    Aguiar Gabriel JONAS; Mantovani Rafael GOMES; Mastelini Saulo M; André Carlos Ponce De Leon Ferreira De CARVALHO; Campos Gabriel F C et al. 2019. A meta-learning approach for selecting image segmentation algorithm. Pattern recognition letters. 128, 480-487.
  51. Physical Sciences Computer Science (miscellaneous)
    Gean TRINDADE; André Carlos Ponce De Leon Ferreira De CARVALHO. 2019. Bringing robustness against adversarial attacks. Nature machine intelligence. 1, 499-500.
  52. Physical Sciences Computer Science (miscellaneous)
    Alberto Verdecia CABRERA; Isvani Frías BLANCO; André Carlos Ponce De Leon Ferreira De CARVALHO. 2018. An online adaptive classifier ensemble for mining non-stationary data streams. Intelligent data analysis. 22, 787-806.
  53. Physical Sciences Computer Science (miscellaneous)
    Cunha TIAGO; Carlos M SOARES; André Carlos Ponce De Leon Ferreira De CARVALHO. 2018. Metalearning and recommender systems: a literature review and empirical study on the algorithm selection problem for collaborative filtering. Information sciences. 423, 128-144.
  54. Physical Sciences Computer Science (miscellaneous)
    Rivolli ADRIANO; Carlos M SOARES; André Carlos Ponce De Leon Ferreira De CARVALHO. 2018. Enhancing multilabel classification for food truck recommendation. Expert systems. 35, e12304-.
  55. Physical Sciences Computer Science (miscellaneous)
    Pisani Paulo HENRIQUE; Ana Carolina LORENA; André Carlos Ponce De Leon Ferreira De CARVALHO. 2018. Adaptive biometric systems using ensembles. Ieee intelligent systems. 33, 19-28.
  56. Physical Sciences Materials Science (miscellaneous)
    Daniel R CASSAR; Edgar ZANOTTO; André Carlos Ponce De Leon Ferreira De CARVALHO. 2018. Predicting glass transition temperatures using neural networks. Acta materialia. 159, 249-256.
  57. Physical Sciences Computer Science (miscellaneous)
    Victor G T Da COSTA; André Carlos Ponce De Leon Ferreira De CARVALHO; Sylvio Barbon JR. 2018. Strict very fast decision tree: a memory conservative algorithm for data stream mining. Pattern recognition letters. 116, 22-28.
  58. Life Sciences Biochemistry, Genetics and Molecular Biology (miscellaneous)
    Padovani De Souza KLEBER; Setubal João CARLOS; André Carlos Ponce De Leon Ferreira De CARVALHO; Oliveira GUILHERME; Chateau ANNIE et al. 2018. Machine learning meets genome assembly. Briefings in bioinformatics. 20, 2116-2129.
  59. Physical Sciences Computer Science (miscellaneous)
    Paulo H PISANI; A Carolina LORENA; André Carlos Ponce De Leon Ferreira De CARVALHO. 2017. Adaptive algorithms applied to accelerometer biometrics in a data stream context. Intelligent data analysis (print). 21, 353-370.
  60. Physical Sciences Computer Science (miscellaneous)
    Horváth TOMÁ; André Carlos Ponce De Leon Ferreira De CARVALHO. 2017. Evolutionary computing in recommender systems: a review of recent research. Natural computing. 16, 441-462.
  61. Physical Sciences Computer Science (miscellaneous)
    André ROSSI; André Carlos Ponce De Leon Ferreira De CARVALHO; Carlos M SOARES; Bruno Feres De SOUZA. 2017. A guidance of data stream characterization for meta-learning. Intelligent data analysis. 21, 1015-1035.
  62. Physical Sciences Computer Science Applications
    Máximo Vinícius R; Nascimento Mariá C V; André Carlos Ponce De Leon Ferreira De CARVALHO. 2017. Intelligent-guided adaptive search for the maximum covering location problem. Computers & operations research. 78, 129-137.
  63. Physical Sciences Electrical and Electronic Engineering
    Pablo Morales ALVAREZ; Julian LUENGO; Luis Paulo Faina GARCIA; A Carolina LORENA; André Carlos Ponce De Leon Ferreira De CARVALHO et al. 2017. The noisefiltersr package: label noise preprocessing in r. R journal. 9, 219-.
  64. Physical Sciences Artificial Intelligence
    Bruno FAIÇAL; Heitor LOPES; Pedro GOMES; Leandro MANO; Gustavo PESSIN et al. 2017. An adaptive approach for uav-based pesticide spraying in dynamic environments. Computers and electronics in agriculture. 138, 210-223.
  65. Physical Sciences Artificial Intelligence
    Carlos Oliveira AFFONSO; André ROSSI; Fábio Henrique Antunes VIEIRA; André Carlos Ponce De Leon Ferreira De CARVALHO. 2017. Deep learning for biological image classification. Expert systems with applications. 85, 114-122.
  66. Physical Sciences Computer Science (miscellaneous)
    Paulo H PISANI; Norman POH; André Carlos Ponce De Leon Ferreira De CARVALHO; Ana Carolina LORENA. 2017. Score normalization applied to adaptive biometric systems. Computers & security. 70, 565-580.
  67. Social Sciences & Humanities Education
    Ricardo CERRI; André Carlos Ponce De Leon Ferreira De CARVALHO. 2017. Aprendizado de máquina: breve introdução e aplicações. Cadernos de ciência & tecnologia. 34, 297-313.
  68. Physical Sciences Computer Science (miscellaneous)
    Luis Paulo GARCIA; André Carlos Ponce De Leon Ferreira De CARVALHO; A Carolina LORENA. 2016. Noise detection in the meta-learning level. Neurocomputing (amsterdam). 176, 14-25.
  69. Physical Sciences Computer Science (miscellaneous)
    Elaine FARIA; André Carlos Ponce De Leon Ferreira De CARVALHO; João GAMA. 2016. Minas: multiclass learning algorithm for novelty detection in data streams. Data mining and knowledge discovery. 30, 640-680.
  70. Physical Sciences Computer Science (miscellaneous)
    Bedo Marcos Vinicius NAVES; Pereira Dos Santos DAVI; Ponciano Silva MARCELO; De Azevedo Marques Paulo MAZZONCINI; André Carlos Ponce De Leon Ferreira De CARVALHO et al. 2016. Endowing a content-based medical image retrieval system with perceptual similarity using ensemble strategy. Journal of digital imaging. 29, 22-37.
  71. Physical Sciences Artificial Intelligence
    Elaine FARIA; Isabel J C R GONÇALVES; André Carlos Ponce De Leon Ferreira De CARVALHO; João GAMA. 2016. Novelty detection in data streams. Artificial intelligence review. 45, 235-269.
  72. Physical Sciences Artificial Intelligence
    Faical Bruno S; Pessin GUSTAVO; Filho Geraldo P R; André Carlos Ponce De Leon Ferreira De CARVALHO; Pedro GOMES et al. 2016. Fine-tuning of uav control rules for spraying pesticides on crop fields: an approach for dynamic environments. International journal on artificial intelligence tools. 25, 1660003-.
  73. Physical Sciences Computer Science (miscellaneous)
    Paulo H PISANI; Romain GIOT; A Carolina LORENA; André Carlos Ponce De Leon Ferreira De CARVALHO. 2016. Enhanced template update: application to keystroke dynamics. Computers & security. 60, 134-153.
  74. Life Sciences Biochemistry, Genetics and Molecular Biology (miscellaneous)
    Ivani De Oliveira Negrão LOPES; Alexander SCHLIEP; André Carlos Ponce De Leon Ferreira De CARVALHO. 2016. Automatic learning of pre-mirnas from different species. Bmc bioinformatics. 17, 1-18.
  75. Physical Sciences Artificial Intelligence
    Isvani Frías BLANCO; André Carlos Ponce De Leon Ferreira De CARVALHO; Gonzalo RAMOS; José Del Campo ÁVILA; Rafael MORALES. 2016. Online adaptive decision trees based on concentration inequalities. Knowledge-based systems. 104, 179-194.
  76. Physical Sciences Artificial Intelligence
    Jorge KANDA; André Carlos Ponce De Leon Ferreira De CARVALHO; Eduardo HRUSCHKA; Carlos M SOARES; Pavel BRAZDIL. 2016. Meta-learning to select the best meta-heuristic for the traveling salesman problem: a comparison of meta-features. Neurocomputing (amsterdam). 12, 393-406.
  77. Physical Sciences Artificial Intelligence
    Luis Paulo GARCIA; A Carolina LORENA; Stan MATWIN; André Carlos Ponce De Leon Ferreira De CARVALHO. 2016. Ensembles of label noise filters: a ranking approach. Data mining and knowledge discovery. 30, 1192-1216.
  78. Physical Sciences Artificial Intelligence
    Ricardo CERRI; André Carlos Ponce De Leon Ferreira De CARVALHO; Rodrigo BARROS; Yaochu JIN. 2016. Reduction strategies for hierarchical multi-label classification in protein function prediction. Bmc bioinformatics. 17, 1-24.
  79. Physical Sciences Artificial Intelligence
    Luiz Henrique Nogueira LORENA; André Carlos Ponce De Leon Ferreira De CARVALHO; Ana Carolina LORENA. 2015. Filter feature selection for one-class classification. Journal of intelligent & robotic systems. 80, 227-243.
  80. Physical Sciences Computer Science (miscellaneous)
    Paulo H PISANI; Ana Carolina LORENA; André Carlos Ponce De Leon Ferreira De CARVALHO. 2015. Adaptive positive selection for keystroke dynamics. Journal of intelligent & robotic systems. 80, 277-293.
  81. Physical Sciences Artificial Intelligence
    Luis Paulo GARCIA; Ana Carolina LORENA; André Carlos Ponce De Leon Ferreira De CARVALHO. 2015. Effect of label noise in the complexity of classification problems. Neurocomputing (amsterdam). 160, 108-119.
  82. Life Sciences Plant Science
    Schlottfeldt SHANA; Walter Maria Emília M T; André Carlos Ponce De Leon Ferreira De CARVALHO; Soares Thannya N; Telles Mariana P C et al. 2015. Multi-objective optimization for plant germplasm collection conservation of genetic resources based on molecular variability. Tree genetics & genomes (print). 11, 16-25.
  83. Physical Sciences Computer Science (miscellaneous)
    Elaine FARIA; Isabel J C R GONÇALVES; João GAMA; André Carlos Ponce De Leon Ferreira De CARVALHO. 2015. Evaluation of multiclass novelty detection algorithms for data streams. Ieee transactions on knowledge and data engineering (print). 27, 2961-2973.
  84. Life Sciences Biochemistry, Genetics and Molecular Biology (miscellaneous)
    Schlottfeldt SHANA; Walter Maria Emília M T; André Carlos Ponce De Leon Ferreira De CARVALHO; Soares Thannya N; Telles Mariana P C et al. 2015. Multi-objective optimization in systematic conservation planning and the representation of genetic variability among populations. Genetics and molecular research. 14, 6744-6761.
  85. Physical Sciences Artificial Intelligence
    Garcia Luis Paulo F; Jose A SÁEZ; Julian LUENGO; Ana Carolina LORENA; André Carlos Ponce De Leon Ferreira De CARVALHO et al. 2015. Using the one-vs-one decomposition to improve the performance of class noise filters via an aggregation strategy in multi-class classification problems. Knowledge-based systems. 90, 153-164.
  86. Physical Sciences Artificial Intelligence
    Cerri RICARDO; Pappa Gisele L; André Carlos Ponce De Leon Ferreira De CARVALHO; Freitas Alex A. 2015. An extensive evaluation of decision tree-based hierarchical multilabel classification methods and performance measures. Computational intelligence. 31, 1-46.
  87. Physical Sciences Computer Science (miscellaneous)
    Espezua SOLEDAD; Villanueva EDWIN; Maciel Carlos D; André Carlos Ponce De Leon Ferreira De CARVALHO. 2015. A projection pursuit framework for supervised dimension reduction of high dimensional small sample datasets. Neurocomputing (amsterdam). 149, 767-776.
  88. Physical Sciences Computer Science (miscellaneous)
    Rosane Maffei VALLIM; José Augusto De Andrade JR; Rodrigo MELLO; André Carlos Ponce De Leon Ferreira De CARVALHO; João GAMA. 2014. Unsupervised density-based behavior change detection in data streams. Intelligent data analysis (print). 18, 181-201.
  89. Physical Sciences Artificial Intelligence
    Rodrigo BARROS; Pablo A JASKOWIAK; Ricardo CERRI; André Carlos Ponce De Leon Ferreira De CARVALHO. 2014. A framework for bottom-up induction of oblique decision trees. Neurocomputing (amsterdam). 135, 3-12.
  90. Physical Sciences Artificial Intelligence
    André ROSSI; André Carlos Ponce De Leon Ferreira De CARVALHO; Carlos M SOARES; Bruno FERES. 2014. Metastream: a meta-learning based method for periodic algorithm selection in time-changing data. Neurocomputing (amsterdam). 127, 52-64.
  91. Physical Sciences Computer Science (miscellaneous)
    Márcio BASGALUPP; Rodrigo BARROS; André Carlos Ponce De Leon Ferreira De CARVALHO; Alex FREITAS. 2014. Evolving decision trees with beam search-based initialization and lexicographic multi-objective evaluation. Information sciences. 258, 160-181.
  92. Physical Sciences Artificial Intelligence
    Rodrigo BARROS; Márcio BASGALUPP; Alex FREITAS; André Carlos Ponce De Leon Ferreira De CARVALHO. 2014. Evolutionary design of decision-tree algorithms tailored to microarray gene expression data sets. Ieee transactions on evolutionary computation. 18, 873-892.
  93. Physical Sciences Computer Science (miscellaneous)
    Cerri RICARDO; Rodrigo C BARROS; André Carlos Ponce De Leon Ferreira De CARVALHO. 2014. Hierarchical multi-label classification using local neural networks. Journal of computer and system sciences (print). 80, 39-56.
  94. Life Sciences Biochemistry, Genetics and Molecular Biology (miscellaneous)
    Ivani De Oliveira Negrão LOPES; Alexander SCHLIEP; André Carlos Ponce De Leon Ferreira De CARVALHO. 2014. The discriminant power of rna features for pre-mirna recognition. Bmc bioinformatics. 15, 124-.
  95. Physical Sciences Artificial Intelligence
    Péricles B C De MIRANDA; Ricardo PRUDÊNCIO; Carlos M SOARES; André Carlos Ponce De Leon Ferreira De CARVALHO. 2014. A hybrid meta-learning architecture for multi-objective optimization of svm parameters. Neurocomputing. 143, 27-43.
  96. Physical Sciences Computer Science (miscellaneous)
    Rodrigo C BARROS; Basgalupp Márcio P; André Carlos Ponce De Leon Ferreira De CARVALHO. 2014. Investigating fitness functions for a hyper-heuristic evolutionary algorithm in the context of balanced and imbalanced data classification. Genetic programming and evolvable machines (print). 16, 241-281.
  97. Physical Sciences Computer Science (miscellaneous)
    Murilo Coelho NALDI; André Carlos Ponce De Leon Ferreira De CARVALHO; Ricardo J G B CAMPELLO. 2013. Cluster ensemble selection based on relative validity indexes. Data mining and knowledge discovery. 27, 259-289.
  98. Physical Sciences Artificial Intelligence
    Rattan PRIYA; Bruno FERES; André ROSSI; André Carlos Ponce De Leon Ferreira De CARVALHO. 2013. Predicting execution time of machine learning tasks for scheduling. International journal of hybrid intelligent systems. 10, 23-32.
  99. Physical Sciences Computer Science (miscellaneous)
    Jonathan De Andrade SILVA; Elaine RIBEIRO; Rodrigo BARROS; Eduardo HRUSCHKA; João GAMA et al. 2013. Data stream clustering. Acm computing surveys. 46, 1-31.
  100. Physical Sciences Computer Science (miscellaneous)
    Rosane Maffei VALLIM; José Augusto De Andrade JR; Rodrigo MELLO; André Carlos Ponce De Leon Ferreira De CARVALHO. 2013. Online behavior change detection in computer games. Expert systems with applications. 40, 6258-6265.
  101. Physical Sciences Computer Science (miscellaneous)
    Thiago Ferreira COVÕES; Rodrigo BARROS; Tiago Silva Da SILVA; Eduardo HRUSCHKA; André Carlos Ponce De Leon Ferreira De CARVALHO. 2013. Hierarchical bottom-up safe semi-supervised support vector machines for multi-class transductive learning. Journal of information and data management - jidm. 4, 357-.
  102. Physical Sciences Artificial Intelligence
    Rodrigo Coelho BARROS; Márcio P BASGALUPP; André Carlos Ponce De Leon Ferreira De CARVALHO; Alex A FREITAS. 2013. Automatic design of decision-tree algorithms with evolutionary algorithms. Evolutionary computation. 21, 659-684.
  103. Physical Sciences Artificial Intelligence
    Rodrigo BARROS; Márcio BASGALUPP; André Carlos Ponce De Leon Ferreira De CARVALHO; Alex FREITAS. 2012. A survey of evolutionary algorithms for decision tree induction. Ieee transactions on systems; man and cybernetics. part c; applications and reviews. 42, 291-312.
  104. Physical Sciences Artificial Intelligence
    Taciana GOMES; Ricardo PRUDÊNCIO; Carlos Manuel SOARES; André ROSSI; André Carlos Ponce De Leon Ferreira De CARVALHO. 2012. Combining meta-learning and search techniques to select parameters for support vector machines. Neurocomputing. 75, 3-13.
  105. Physical Sciences Computer Science (miscellaneous)
    Rodrigo BARROS; Márcio BASGALUPP; M QUILES; André Carlos Ponce De Leon Ferreira De CARVALHO. 2012. Clus-dti: improving decision-tree classification with a clustering-based decision-tree induction algorithm. Journal of the brazilian computer society (impresso). 18, 351-362.
  106. Life Sciences Biochemistry, Genetics and Molecular Biology (miscellaneous)
    Rodrigo BARROS; Ana T WINCK; Karina MACHADO; Márcio BASGALUPP; André Carlos Ponce De Leon Ferreira De CARVALHO et al. 2012. Automatic design of decision-tree induction algorithms tailored to flexible-receptor docking data. Bmc bioinformatics. 13, 310-.
  107. Social Sciences & Humanities Visual Arts and Performing Arts
    Daniel Luís BARREIRO; Sandro Canavezzi De ABREU; André Carlos Ponce De Leon Ferreira De CARVALHO. 2012. Linking sound; image and space in an interactive installation: real-time sound synthesis and live image in i/void/o. Ideas sonicas / sonic ideas. 4(8), 61-69.
  108. Physical Sciences Computer Science (miscellaneous)
    Murilo Coelho NALDI; Ricardo J G B CAMPELLO; Eduardo HRUSCHKA; André Carlos Ponce De Leon Ferreira De CARVALHO. 2011. Efficiency issues of evolutionary k-means. Applied soft computing (print). 11, 1938-1952.
  109. Physical Sciences Artificial Intelligence
    Claudia Regina MILARÉ; G BATISTA; André Carlos Ponce De Leon Ferreira De CARVALHO. 2011. A hybrid approach to learn with unbalanced classes using evolutionary algorithms. Logic journal of the igpl (print). 19, 293-303.
  110. Physical Sciences Electrical and Electronic Engineering
    Mariá Cristina NASCIMENTO; André Carlos Ponce De Leon Ferreira De CARVALHO. 2011. Spectral methods for graph clustering - a survey. European journal of operational research. 211, 221-231.
  111. Physical Sciences Computer Science (miscellaneous)
    Ricardo CERRI; André Carlos Ponce De Leon Ferreira De CARVALHO; Alex FREITAS. 2011. Adapting non-hierarchical multilabel classification methods for hierarchical multilabel classification. Intelligent data analysis (print). 15, 861-887.
  112. Physical Sciences Artificial Intelligence
    Ana Carolina LORENA; Luis JACINTHO; M F SIQUEIRA; R GIOVANNI; Lucia LOHMANN et al. 2011. Comparing machine learning classifiers in potential distribution modelling. Expert systems with applications. 38, 5268-5275.
  113. Physical Sciences Computer Science (miscellaneous)
    Mariá Cristina NASCIMENTO; André Carlos Ponce De Leon Ferreira De CARVALHO. 2011. A graph clustering algorithm based on a clustering coefficient for weighted graphs. Journal of the brazilian computer society (impresso). 17, 19-29.
  114. Physical Sciences Artificial Intelligence
    Jorge KANDA; André Carlos Ponce De Leon Ferreira De CARVALHO; Eduardo HRUSCHKA; Carlos SOARES. 2011. Selection of algorithms to solve traveling salesman problems using meta-learning. International journal of hybrid intelligent systems. 8, 117-128.
  115. Physical Sciences Artificial Intelligence
    Mariá Cristina NASCIMENTO; Franklina TOLEDO; André Carlos Ponce De Leon Ferreira De CARVALHO. 2010. Investigation of a new grasp-based clustering algorithm applied to biological data. Computers & operations research. 37, 1381-1388.
  116. Life Sciences Biochemistry, Genetics and Molecular Biology (miscellaneous)
    Katti FACELI; Marcílio Carlos Pereira De SOUTO; André Carlos Ponce De Leon Ferreira De CARVALHO. 2010. Multi-objective clustering ensemble: a framework for cluster analysis. International journal of soft computing and bioinformatics. 1, 9-17.
  117. Physical Sciences Artificial Intelligence
    Katti FACELI; Marcílio Carlos Pereira De SOUTO; Tiemi SAKATA; André Carlos Ponce De Leon Ferreira De CARVALHO. 2010. Partitions selection strategy for set of clustering solutions. Neurocomputing (amsterdam). 73, 2809-2819.
  118. Physical Sciences Computer Science (miscellaneous)
    Ana Carolina LORENA; André Carlos Ponce De Leon Ferreira De CARVALHO. 2010. Building binary-tree-based multiclass classifiers using separability measures. Neurocomputing (amsterdam). 73, 2837-2845.
  119. Physical Sciences Artificial Intelligence
    Claudia Regina MILARÉ; G BATISTA; André Carlos Ponce De Leon Ferreira De CARVALHO. 2010. A study of the influence of rule measures in classifiers induced by evolutionary algorithms. Ieee intelligent informatics bulletin. 11, 8-13.
  120. Physical Sciences Computer Science (miscellaneous)
    Yuri SAITO; R FERRARI; Paulo Mazzoncini De Azevedo MARQUES; Antonio Carlos Dos SANTOS; André Carlos Ponce De Leon Ferreira De CARVALHO. 2010. Modelo estatístico para a determinação do número ótimo de iterações do filtro de difusão anisotrópica aplicado à redução de ruído de imagens de ressonância magnética do cérebro. Revista de informática teórica e aplicada (impresso). 17, 31-51.
  121. Physical Sciences Computer Science (miscellaneous)
    Debora Rossi De MEDEIROS; André Carlos Ponce De Leon Ferreira De CARVALHO. 2010. Dpso-dynamic particle swarm optimization. Csi communications. 34, 8-11.
  122. Physical Sciences Computer Science (miscellaneous)
    Eduardo Jaques SPINOSA; João GAMA; André Carlos Ponce De Leon Ferreira De CARVALHO. 2009. Novelty detection with application to data streams. Intelligent data analysis. 13, 405-422.
  123. Physical Sciences Artificial Intelligence
    Eduardo HRUSCHKA; Ricardo J G B CAMPELLO; Alex FREITAS; André Carlos Ponce De Leon Ferreira De CARVALHO. 2009. A survey of evolutionary algorithms for clustering. Ieee transactions on systems; man and cybernetics. part c; applications and reviews. 39, 133-155.
  124. Physical Sciences Artificial Intelligence
    Katti FACELI; Marcílio Carlos Pereira De SOUTO; Daniel ARAÚJO; André Carlos Ponce De Leon Ferreira De CARVALHO. 2009. Multi-objective clustering ensemble for gene expression data analysis. Neurocomputing (amsterdam). 72, 2763-2774.
  125. Physical Sciences Artificial Intelligence
    Margarida CARDOSO; André Carlos Ponce De Leon Ferreira De CARVALHO. 2009. Quality indices for practical clustering evaluation. Intelligent data analysis. 13, 725-740.
  126. Life Sciences Biochemistry, Genetics and Molecular Biology (miscellaneous)
    Márcio BASGALUPP; André Carlos Ponce De Leon Ferreira De CARVALHO; Rodrigo BARROS; Duncan RUIZ; Alex FREITAS. 2009. Lexicographic multi-objective evolutionary induction of decision trees. International journal of bio-inspired computation (print). 1, 105-117.
  127. Physical Sciences Artificial Intelligence
    Bruno Feres De SOUZA; Carlos SOARES; André Carlos Ponce De Leon Ferreira De CARVALHO. 2009. Meta-learning approach to gene expression data classification. International journal of intelligent computing and cybernetics (print). 2, 285-303.
  128. Physical Sciences Computer Science (miscellaneous)
    Giampaolo LIBRALON; Ana Carolina LORENA; André Carlos Ponce De Leon Ferreira De CARVALHO. 2009. Pre-processing for noise detection in gene expression classification data. Journal of the brazilian computer society. 15, 3-11.
  129. Physical Sciences Artificial Intelligence
    Ana Carolina LORENA; André Carlos Ponce De Leon Ferreira De CARVALHO. 2009. Evaluation functions for the evolutionary design of multiclass support vector machines. International journal of computational intelligence and applications. 8, 53-68.
  130. Physical Sciences Artificial Intelligence
    Ana Carolina LORENA; André Carlos Ponce De Leon Ferreira De CARVALHO; João GAMA. 2009. A review on the combination of binary classifiers in multiclass problems. Artificial intelligence review. 30, 19-37.
  131. Physical Sciences Artificial Intelligence
    Murilo Coelho NALDI; Katti FACELI; André Carlos Ponce De Leon Ferreira De CARVALHO. 2009. Uma revisão sobre combinação de agrupamentos. Revista de informática teórica e aplicada. XVI, 25-51.
  132. Physical Sciences Artificial Intelligence
    Cláudio POLICASTRO; André Carlos Ponce De Leon Ferreira De CARVALHO; Alexandre Claudio Botazzo DELBEM. 2008. A hybrid case adaptation approach for case-based reasoning. Applied intelligence (boston). 28, 101-119.
  133. Physical Sciences Artificial Intelligence
    Pimenta EDGAR; João GAMA; André Carlos Ponce De Leon Ferreira De CARVALHO. 2008. The dimension of ecocs for multiclass classification problems. International journal of artificial intelligence tools. 17, 433-447.
  134. Physical Sciences Artificial Intelligence
    Ana Carolina LORENA; André Carlos Ponce De Leon Ferreira De CARVALHO. 2008. Estratégias para a combinação de classificadores binários em soluções multiclasses. Revista de informática teórica e aplicada. 15, 65-86.
  135. Physical Sciences Artificial Intelligence
    Ana Carolina LORENA; André Carlos Ponce De Leon Ferreira De CARVALHO. 2008. Hierarchical decomposition of multiclass problems. Neural network world (prague). 5, 407-425.
  136. Physical Sciences Computer Science (miscellaneous)
    Thiago Turchetti MAIA; A BRAGA; André Carlos Ponce De Leon Ferreira De CARVALHO. 2008. Hybrid classification algorithms based on boosting and support vector machines. Kybernetes. 37, 1469-1491.
  137. Physical Sciences Artificial Intelligence
    Ana Carolina LORENA; André Carlos Ponce De Leon Ferreira De CARVALHO. 2008. Evolutionary tuning of svm parameter values in multiclass problems a. Neurocomputing (amsterdam). 71, 3326-3334.
  138. Physical Sciences Artificial Intelligence
    Renato TINÓS; André Carlos Ponce De Leon Ferreira De CARVALHO. 2008. Evolutionary computation in brazil: a review of the literature in two databases. Revista de informática aplicada. IV, 34-69.
  139. Life Sciences Biochemistry, Genetics and Molecular Biology (miscellaneous)
    Ana Carolina LORENA; André Carlos Ponce De Leon Ferreira De CARVALHO. 2007. Protein cellular localization with multiclass support vector machines and decision trees. Computers in biology and medicine. 37, (1) 115-125.
  140. Physical Sciences Computer Science Applications
    Arthur Plínio De Souza BRAGA; André Carlos Ponce De Leon Ferreira De CARVALHO; João Fernando OLIVEIRA. 2007. Intelligent monitoring of dressing operations based on textural features of acoustic maps. International journal of manufacturing technology and management. 12, (1) 171-183.
  141. Physical Sciences Artificial Intelligence
    Bruno Feres De SOUZA; André Carlos Ponce De Leon Ferreira De CARVALHO; Waldo CANCINO. 2007. Applying genetic algorithms and svms to the gene selection problem. Journal of intelligent & fuzzy systems. 18, 435-444.
  142. Physical Sciences Artificial Intelligence
    Ana Carolina LORENA; André Carlos Ponce De Leon Ferreira De CARVALHO. 2007. Evolutionary design of multiclass svms applied to protein structural class prediction. Journal of intelligent & fuzzy systems. 18, 445-454.
  143. Physical Sciences Artificial Intelligence
    Katti FACELI; André Carlos Ponce De Leon Ferreira De CARVALHO; Marcílio Carlos Pereira De SOUTO. 2007. Multi-objective clustering ensemble. International journal of hybrid intelligent systems. 4, 145-156.
  144. Physical Sciences Computer Science (miscellaneous)
    Ana Carolina LORENA; André Carlos Ponce De Leon Ferreira De CARVALHO. 2007. Uma introdução às support vector machines. Revista de informática teórica e aplicada. XIX, 43-67.
  145. Physical Sciences Artificial Intelligence
    Ana Carolina LORENA; André Carlos Ponce De Leon Ferreira De CARVALHO. 2007. Design of directed acyclic graph multiclass structures. Neural network world (prague). 17, 657-674.
  146. Physical Sciences Computer Science (miscellaneous)
    Ana Carolina LORENA; André Carlos Ponce De Leon Ferreira De CARVALHO. 2007. Evolutionary design of multiclass support vector machines. Journal of intelligent & fuzzy systems. 18, 445-454.
  147. Physical Sciences Computer Science (miscellaneous)
    Ana Carolina LORENA; André Carlos Ponce De Leon Ferreira De CARVALHO. 2007. Uma introdução às support vector machines. Revista de informática teórica e aplicada. 14, 43-67.
  148. Physical Sciences Computer Science (miscellaneous)
    Cláudio POLICASTRO; André Carlos Ponce De Leon Ferreira De CARVALHO; Alexandre Cláudio Botazzo DELBEM. 2006. Automatic knowledge learning and case adaptation with a hybrid committee approach. Journal of applied logic. 4, (1) 26-38.
  149. Physical Sciences Artificial Intelligence
    Renato TINÓS; André Carlos Ponce De Leon Ferreira De CARVALHO. 2006. Use of gene dependent mutation probability in evolutionary neural networks for non-stationary problems. Neurocomputing (amsterdam). 70, (1) 44-54.
  150. Physical Sciences Engineering (miscellaneous)
    P LEITE; A CARNEIRO; André Carlos Ponce De Leon Ferreira De CARVALHO. 2006. Aplicação de algoritmos genéticos na determinação da operação ótima de sistemas hidrotérmicos de potência. Sba. sociedade brasileira de automática. 17, (1) 81-88.
  151. Physical Sciences Engineering (miscellaneous)
    Pettras SANTOS; Cláudio POLICASTRO; Antônio Riul JR; André Carlos Ponce De Leon Ferreira De CARVALHO. 2006. Utilização de redes neurais artificiais para classificação de diferentes soluções ultra diluídas. Reic. revista eletrônica de iniciação científica. 6, (2) 64-79.
  152. Physical Sciences Computer Science (miscellaneous)
    Bruno Rodrigues NERY; Rodrigo MELLO; André Carlos Ponce De Leon Ferreira De CARVALHO. 2006. Escalonamento de processos utilizando técnicas de aco. Reic. revista eletrônica de iniciação científica. 6, 64-79.
  153. Physical Sciences Computer Science (miscellaneous)
    Ana BAZZAN; André Carlos Ponce De Leon Ferreira De CARVALHO. 2005. Multi-agent systems and machine learning facilitating genome annotation. Revista de informática teórica e aplicada. Brasil. 12, (1) 83-110.
  154. Physical Sciences Artificial Intelligence
    Alexandre Claudio Botazzo DELBEM; André Carlos Ponce De Leon Ferreira De CARVALHO; N BRETAS. 2005. Main chain representation for evolutionary algorithm applied to distribution system reconfiguration. Ieee transactions on power systems. 20, (1) 425-436.
  155. Physical Sciences Artificial Intelligence
    E LACERDA; André Carlos Ponce De Leon Ferreira De CARVALHO; A BRAGA; T LUDERMIR. 2005. Evolutionary radial basis functions for credit assessment. Applied intelligence (boston). 22, (3) 167-181.
  156. Life Sciences Biochemistry, Genetics and Molecular Biology (miscellaneous)
    Eduardo SPINOSA; André Carlos Ponce De Leon Ferreira De CARVALHO. 2005. Svms for novel class detection in bioinformatics. Genetics and molecular research. Brasil. 4, (3) 608-615.
  157. Physical Sciences Engineering (miscellaneous)
    Giampaolo Luiz LIBRALÃO; André Carlos Ponce De Leon Ferreira De CARVALHO; Maria Cristina OLIVEIRA. 2005. Determinação de vícios refrativos ovulares utilizando support vector machines (svms). Sba. sociedade brasileira de automática. Brasil. 16, (2) 146-158.
  158. Physical Sciences Engineering (miscellaneous)
    Murilo Coelho NALDI; André Carlos Ponce De Leon Ferreira De CARVALHO. 2005. Utilização de algoritmos de aprendizado de máquina evolutivos para análise de nível expressão gênica. Reic. revista eletrônica de iniciação científica. 5, (3) 21-33.
  159. Physical Sciences Artificial Intelligence
    Antonio Valério NETO; André Carlos Ponce De Leon Ferreira De CARVALHO. 2005. Classifier combination applied for understanding of eyes images. International journal on computational intelligence and applications. 5, 393-406.
  160. Physical Sciences Artificial Intelligence
    Bruno Feres De SOUZA; André Carlos Ponce De Leon Ferreira De CARVALHO. 2005. Gene selection based on multi-class svms and genetic algorithms. Genetics and molecular research. 4, 599-607.
  161. Physical Sciences Computer Science Applications
    Katti FACELI; André Carlos Ponce De Leon Ferreira De CARVALHO; S REZENDE. 2004. Combining intelligent techniques for sensor fusion. Applied intelligence (boston). 20, (3) 199-213.
  162. Physical Sciences Energy Engineering and Power Technology
    A RIUL; Humberto Costa De SOUSA; André Carlos Ponce De Leon Ferreira De CARVALHO; David S Dos Santos JR; O N Oliveira JR et al. 2004. Wine classification by taste sensors made from ultrathin films and using neural networks. Sensors and actuators. b; chemical. 98, 77-82.
  163. Physical Sciences Electrical and Electronic Engineering
    Alexandre Cláudio Botazzo DELBEM; N BRETAS; André Carlos Ponce De Leon Ferreira De CARVALHO. 2004. Graph chain representation associated to an evolutionary algorithm for restoration of radial distribution systems. International journal of engineering intelligent systems for electrical engineering and communications. Grã-Bretanha. 12, (1) 3-13.
  164. Physical Sciences Artificial Intelligence
    Liang ZHAO; André Carlos Ponce De Leon Ferreira De CARVALHO; Zhaohui LI. 2004. Pixel clustering by adaptive pixel moving and chaotic synchronization. Ieee transactions on neural networks. 15, (5) 1176-1185.
  165. Physical Sciences Artificial Intelligence
    Ronaldo PRATI; M MONARD; André Carlos Ponce De Leon Ferreira De CARVALHO. 2004. A method for refining knowledge rules using exceptions. Sadio electronic journal of informatics and operations research. Argentina. 6, (1) 53-65.
  166. Physical Sciences Computer Science (miscellaneous)
    Antonio P G DAMIANCE; Liang ZHAO; André Carlos Ponce De Leon Ferreira De CARVALHO. 2004. A dynamical model with adaptive pixel moving for microarray image segmentation. Real-time imaging. 10, (4) 189-195.
  167. Physical Sciences Artificial Intelligence
    Katti FACELI; André Carlos Ponce De Leon Ferreira De CARVALHO; Wilson Araújo Da Silva JR. 2004. Evaluation of gene selection metrics for tumor cell classification. Genetics and molecular biology. 27, (4) 651-657.
  168. Physical Sciences Computer Networks and Communications
    Ana Carolina LORENA; André Carlos Ponce De Leon Ferreira De CARVALHO. 2004. Evaluation of noise reduction techniques in the splice junction recognition problem. Genetics and molecular biology. 27, (4) 665-672.
  169. Life Sciences Neuroscience (miscellaneous)
    Ronaldo PRATI; M MONARD; André Carlos Ponce De Leon Ferreira De CARVALHO. 2004. Looking for exceptions on knowledge rules induced from hiv cleavage data set. Genetics and molecular biology. 27, (4) 637-643.
  170. Life Sciences Agricultural and Biological Sciences (miscellaneous)
    S Da SILVA; André Carlos Ponce De Leon Ferreira De CARVALHO. 2004. Redes neurais artificiais e agricultura de precisão para recomendação de da cultura da goiabeira. Revista brasileira de agrocomputação. 2, (10) 37-42.
  171. Physical Sciences Computer Networks and Communications
    Adriano Alber De Franca Mendes CARNEIRO; Donato Da Silva FILHO; André Carlos Ponce De Leon Ferreira De CARVALHO; Denis Vinicius COURY; Renata Araripe De MACEDO. 2004. A genetic algoritm based approach to track voltage and current harmonics in electrical power systems. Journal of intelligent & fuzzy systems. Brasil. 13, -.
  172. Physical Sciences Energy Engineering and Power Technology
    Alexandre Claudio Botazzo DELBEM; N BRETAS; André Carlos Ponce De Leon Ferreira De CARVALHO. 2003. Optimal energy restoration in radial distribution systems using a genetic approach and graph chain representation. Electric power systems research. 67, (3) 197-205.
  173. Physical Sciences Computer Science (miscellaneous)
    E LACERDA; André Carlos Ponce De Leon Ferreira De CARVALHO; T LUDERMIR. 2003. Model selection via genetic algorithms for rbf networks. Journal of intelligent & fuzzy systems. Holanda. 13, (2-4) 111-122.
  174. Physical Sciences Computer Science (miscellaneous)
    Renata MACÊDO; Donato SILVA; D COURY; André Carlos Ponce De Leon Ferreira De CARVALHO. 2003. A genetic algorithm based approach to track voltage and current harmonics in electrical power systems. Journal of intelligent & fuzzy systems. 13, (2-4) 167-175.
  175. Life Sciences Neuroscience (miscellaneous)
    Liang ZHAO; Rogério FURUKAWA; André Carlos Ponce De Leon Ferreira De CARVALHO. 2003. A network of coupled chaotic maps for adaptive multi-resolution image segmentation. International journal of neural systems. 13, (2) 131-140.
  176. Physical Sciences Computer Science (miscellaneous)
    Rodrigo BIANCHI; Claudia Regina MILARÉ; André Carlos Ponce De Leon Ferreira De CARVALHO. 2003. Sequence and human splice site identification with explanation by extracting rules from trained artificial neural networks. Revista tecnologia da informação. 3, (2) 21-26.
  177. Physical Sciences Computer Science (miscellaneous)
    Ronaldo PRATI; M MONARD; André Carlos Ponce De Leon Ferreira De CARVALHO. 2003. Refinando regras de conhecimento por meio de exceções. Scientia (unisinos). Brasil. 14, (2) 115-132.
  178. Physical Sciences Computer Science (miscellaneous)
    Cláudio POLICASTRO; André Carlos Ponce De Leon Ferreira De CARVALHO; Alexandre Cláudio Botazzo DELBEM. 2003. Abordagem híbrida para adaptação de casos em sistemas de raciocínio baseado em casos. Scientia (unisinos). Brasil. 14, (2) 207-221.
  179. Physical Sciences Artificial Intelligence
    Katti FACELI; André Carlos Ponce De Leon Ferreira De CARVALHO; Wilson Araújo Da Silva JR. 2003. Gene selection for tumor cell classification. Scientia (unisinos). Brasil. 14, (2) 309-324.
  180. Physical Sciences Artificial Intelligence
    P LEITE; A CARNEIRO; André Carlos Ponce De Leon Ferreira De CARVALHO. 2002. Energetic operation planning using genetic algorithms. Ieee transactions on power systems. 17, (1) 173-179.
  181. Physical Sciences Materials Science (miscellaneous)
    A RIUL; D SANTOS; K WOHNRATH; R Di TOMMAZOB; André Carlos Ponce De Leon Ferreira De CARVALHO et al. 2002. Artificial taste sensor: efficient combination of sensors made from langmuir-blodgett films of conducting polymers and a ruthenium complex and self-assembled films of an azobenzene-containing polymer. Langmuir. 18, 239-245.
  182. Physical Sciences Computer Science (miscellaneous)
    E LACERDA; André Carlos Ponce De Leon Ferreira De CARVALHO; T LUDERMIR. 2002. Um tutorial sobre algoritmos genéticos. Revista de informática teórica e aplicada. Brasil. 9, (3) 109-139.
  183. Physical Sciences Artificial Intelligence
    C MILARÉ; André Carlos Ponce De Leon Ferreira De CARVALHO; M MONARD. 2002. An approach to explain neural networks using symbolic algorithms. International journal of computational intelligence and applications. Brasil. 2, (4) 365-376.
  184. Physical Sciences Artificial Intelligence
    André Carlos Ponce De Leon Ferreira De CARVALHO; M BRIZOTTI. 2001. Combining rbf networks trained with different clustering techniques. Neural processing letters. 14, (3) 227-240.
  185. Physical Sciences Artificial Intelligence
    E LACERDA; André Carlos Ponce De Leon Ferreira De CARVALHO; T LUDERMIR. 2001. Evolutionary design of radial basis function networks. International journal of neural systems. 11, (3) 287-294.
  186. Physical Sciences Electrical and Electronic Engineering
    A DELBEN; A BRETAS; André Carlos Ponce De Leon Ferreira De CARVALHO. 2001. Representação por cadeias de grafos para ag aplicados ao restabelecimento de energia em sistemas de distribuição radiais. Sba. sociedade brasileira de automática. Brasil. 12, (1) 42-51.
  187. Physical Sciences Energy Engineering and Power Technology
    A DELBEN; André Carlos Ponce De Leon Ferreira De CARVALHO; N BRETAS. 2000. Algoritmo de busca com heurísticas fuzzy para restabelecimento de energia em sistemas de distribuição radiais. Controle & automação. Brasil. 11, (1) 55-60.
  188. Physical Sciences Energy Engineering and Power Technology
    A DELBEN; N BRETAS; André Carlos Ponce De Leon Ferreira De CARVALHO. 2000. Estudo da viabilidade de uma aplicacao de algoritmos geneticos em restabelecimento de energia. Engenharia e arquitetura. Brasil. 1, (1) 58-65.
  189. Physical Sciences Artificial Intelligence
    T LUDERMIR; André Carlos Ponce De Leon Ferreira De CARVALHO; A BRAGA; M SOUTO. 1999. Weightless neural models: a review of current and past work. Neural computing surveys. 2, 41-61.
  190. Physical Sciences Artificial Intelligence
    C NOBRE; Edmar MARTINELI; A BRAGA; André Carlos Ponce De Leon Ferreira De CARVALHO; T LUDERMIR et al. 1999. Knowledge extraction: a comparison between symbolic and connectionist methods. International journal of neural systems. 9, (3) 257-264.
  191. Physical Sciences Artificial Intelligence
    André Carlos Ponce De Leon Ferreira De CARVALHO; M FARHURST. 1998. Applying adaptive logic networks to character recognition. Pattern recognition letters. 19, (5-6) 469-473.
  192. Physical Sciences Energy Engineering and Power Technology
    A DELBEN; N BRETAS; André Carlos Ponce De Leon Ferreira De CARVALHO. 1998. Energy restoration in distribution systems using search with fuzzy heuristics. Engineering intelligent systems. 6, (4) 29-37.
  193. Physical Sciences Artificial Intelligence
    André Carlos Ponce De Leon Ferreira De CARVALHO; M FAIRHURST; D BISSET. 1997. Combining boolean neural architectures for image recognition. Connection science (print). 9, (4) 405-418.
  194. Physical Sciences Artificial Intelligence
    André Carlos Ponce De Leon Ferreira De CARVALHO; M FAIRHURST; D BISSET. 1994. An integrated boolean neural network for pattern classification. Pattern recognition letters. 15, 807-813.
  195. Physical Sciences Computer Science (miscellaneous)
    André Carlos Ponce De Leon Ferreira De CARVALHO; M FARHURST; D BISSET. 1994. Progressive learning algorithm for gsn feedforward neural architectures. Electronics letters. 30, 506-507.
  196. Physical Sciences Artificial Intelligence
    André Carlos Ponce De Leon Ferreira De CARVALHO; M FAIRHURST; D BISSET. 1993. Classifying images using goal seeking neural network architectures. Iee proceedings. communications (cessou em 2006. cont. issn 1751-8628 iet communications (print)). 140, (1) 12-18.
  1. Physical Sciences Computer Science (miscellaneous)
    Hidelberg O ALBUQUERQUE; Rosimeire COSTA; Silvestre Gabriel DALFORNO; Ellen SOUZA; Nádia FÉLIX et al. 2022. Ulyssesner-br: a corpus of brazilian legislative documents for named entity recognition. In: Computational processing of the portuguese language. propor 2022. Brasil.
  2. Social Sciences & Humanities Information Systems and Management
    Douglas VITÓRIO; Ellen SOUZA; Lucas MARTINS; Nádia FÉLIX; André Carlos Ponce De Leon Ferreira De CARVALHO et al. 2022. Ulysses-rfsq: a novel method to improve legal information retrieval based on relevance feedback. In: Bracis 2022. Brasil.
  3. Social Sciences & Humanities Arts and Humanities (miscellaneous)
    Cláudia Bauzer De MEDEIROS; André Carlos Ponce De Leon Ferreira De CARVALHO; Helder Takashi Imoto NAKAYA; João Marcos Travassos ROMANO; Marcelo Knörich ZUFFO et al. 2022. Computação: ciência; engenharia e arte. In: Fapesp 60 anos: a ciência no desenvolvimento nacional. Brasil.
  4. Physical Sciences Artificial Intelligence
    Daniela L FREIRE; André Carlos Ponce De Leon Ferreira De CARVALHO; Leonardo Carneiro FELTRAN; Lara Ayumi NAGAMATSU; Kelly Cristina Ramos Da SILVA et al. 2022. Content-based lawsuits document image retrieval. In: Progress in artificial intelligence: epia 2022. Portugal.
  5. Physical Sciences Artificial Intelligence
    Daniela Lopes FREIRE; André Carlos Ponce De Leon Ferreira De CARVALHO; Leonardo Carneiro FELTRAN; Lara Ayumi NAGAMATSU; Kelly Cristina Ramos Da SILVA et al. 2022. Lawsuits document images processing classification. In: Progress in artificial intelligence: epia 2022. Portugal.
  6. Physical Sciences Artificial Intelligence
    Nádia FÉLIX; Dyonnatan F MAIA; Ellen SOUZA; Guthemberg Da S SAMPAIO; Augusto S NUNES et al. 2022. Ulyssessd-br: stance detection in brazilian political polls. In: Progress in artificial intelligence: epia 2022. Portugal.
  7. Physical Sciences Computer Science (miscellaneous)
    Rosimeire COSTA; Nádia FÉLIX; Matheus SILVA; Hidelberg Oliveira ALBUQUERQUE; Ellen SOUZA et al. 2022. Expanding ulyssesner-br named entity recognition corpus with informal user-generated text. In: Progress in artificial intelligence: epia 2022. Portugal.
  8. Physical Sciences Computer Science (miscellaneous)
    Tomas HORVATH; Rafael MANTOVANI; André Carlos Ponce De Leon Ferreira De CARVALHO. 2021. Time-series in hyper-parameter initialization of machine learning techniques. In: Intelligent data engineering and automated learning ? ideal 2021. Espanha.
  9. Social Sciences & Humanities General Economics, Econometrics and Finance
    Ellen SOUZA; Douglas VITÓRIO; Gyovana MORIYAMA; Luiz SANTOS; Lucas MARTINS et al. 2021. An information retrieval pipeline for legislative documents from the brazilian chamber of deputies. In: Legal knowledge and information systems - {jurix} 2021: the thirty-fourth annual conference; vilnius; lithuania; 8-10 december 2021. Lituânia.
  10. Physical Sciences Computer Science (miscellaneous)
    Garcia Luis P F; Felipe CAMPELO; Guilherme RAMOS; Rivolli ADRIANO; André Carlos Ponce De Leon Ferreira De CARVALHO. 2021. Evaluating clustering meta-features for classifier recommendation. In: Intelligent systems. bracis 2021. Brasil.
  11. Physical Sciences Computer Science (miscellaneous)
    Nádia FÉLIX; Marilia SILVA; Fabiola PEREIRA; João Pedro M TARREGA; João Vitor P BEINOTTI et al. 2021. Evaluating topic models in portuguese political comments about bills from brazil?s chamber of deputies. In: Intelligent systems. bracis 2021. Brasil.
  12. Health Sciences Nutrition and Dietetics
    Rivolli ADRIANO; Garcia Luís P F; Lorena Ana C; André Carlos Ponce De Leon Ferreira De CARVALHO. 2021. A study of the correlation of metafeatures used for metalearning. In: Lecture notes in computer science. Espanha.
  13. Physical Sciences Computer Science (miscellaneous)
    Ienco DINO; Pereira Santos DAVI; André Carlos Ponce De Leon Ferreira De CARVALHO. 2021. Evaluate pseudo labeling and cnn for multi-variate time series classification in low-data regimes. In: Lecture notes in computer science. Eslováquia.
  14. Physical Sciences Computer Science (miscellaneous)
    Garcia Kemilly D; Carvalho TIAGO; Mendes Moreira JOÃO; Cardoso João M P; André Carlos Ponce De Leon Ferreira De CARVALHO. 2020. A study on hyperparameter configuration for human activity recognition. In: Advances in intelligent systems and computing. Espanha.
  15. Social Sciences & Humanities Psychology (miscellaneous)
    Pereira Fabíola S F; Andrade THIAGO; André Carlos Ponce De Leon Ferreira De CARVALHO. 2020. Gradient boosting machine and lstm network for online harassment detection and categorization in social media. In: Communications in computer and information science. Alemanha.
  16. Physical Sciences Computer Science (miscellaneous)
    Tiago BOTARI; Rafael IZBICKI; André Carlos Ponce De Leon Ferreira De CARVALHO. 2020. Local interpretation methods to machine learning using the domain of the feature space. In: Machine learning and knowledge discovery in databases international workshops of ecml pkdd 2019; würzburg; germany; september 16?20; 2019; proceedings; part ii. Alemanha.
  17. Physical Sciences Computer Science (miscellaneous)
    De Queiroz Thiago ALVES; Mundim Leandro RESENDE; André Carlos Ponce De Leon Ferreira De CARVALHO. 2020. Multi-objective basic variable neighborhood search for portfolio selection. In: Lecture notes in computer science. Brasil.
  18. Physical Sciences Computer Science (miscellaneous)
    Santos Moisés R; Mundim Leandro R; André Carlos Ponce De Leon Ferreira De CARVALHO. 2020. Evaluation of error metrics for meta-learning label definition in the forecasting task. In: Lecture notes in computer science. Espanha.
  19. Physical Sciences Computer Science (miscellaneous)
    Barella Victor H; Garcia Luís P F; André Carlos Ponce De Leon Ferreira De CARVALHO. 2020. Simulating complexity measures on imbalanced datasets. In: Lecture notes in computer science. Brasil.
  20. Physical Sciences Artificial Intelligence
    Cutigi Jorge FRANCISCO; Evangelista Renato FEIJO; Ramos Rodrigo HENRIQUE; De Oliveira Lage Ferreira CYNTHIA; Evangelista Adriane FEIJO et al. 2020. Combining mutation and gene network data in a machine learning approach for false-positive cancer driver gene discovery. In: Lecture notes in computer science. Brasil.
  21. Physical Sciences Electrical and Electronic Engineering
    Andrade THIAGO; João GAMA; Ribeiro Rita P; Sousa WESLLEN; André Carlos Ponce De Leon Ferreira De CARVALHO. 2019. Anomaly detection in sequential data: principles and case studies. In: Wiley encyclopedia of electrical and electronics engineering. Brasil.
  22. Physical Sciences Computer Science (miscellaneous)
    Castilho DOUGLAS; João GAMA; Mundim Leandro R; André Carlos Ponce De Leon Ferreira De CARVALHO. 2019. Improving portfolio optimization using weighted link prediction in dynamic stock networks. In: Lecture notes in computer science. Portugal.
  23. Physical Sciences Computer Science (miscellaneous)
    Garcia Kemilly DEARO; De Faria Elaine RIBEIRO; De Sá Cláudio REBELO; Mendes Moreira JOÃO; Aggarwal Charu C et al. 2019. Ensemble clustering for novelty detection in data streams. In: Lecture notes in computer science. Croácia.
  24. Physical Sciences Computer Science (miscellaneous)
    De Castro Neto HENRIQUE; Julia Rita Maria SILVA; Paiva Elaine Ribeiro FARIA; André Carlos Ponce De Leon Ferreira De CARVALHO; Junior Anisio Pereira SANTOS et al. 2019. Improving the aht in telecommunication companies by automatic modeling of call center service. In: Lecture notes in computer science. Portugal.
  25. Physical Sciences Computer Science (miscellaneous)
    Lorena Luiz Henrique NOGUEIRA; Quiles Marcos GONÇALVES; André Carlos Ponce De Leon Ferreira De CARVALHO; Lorena Luiz Antonio NOGUEIRA. 2018. Preprocessing technique for cluster editing via integer linear programming. In: Lecture notes in computer science. China.
  26. Physical Sciences Computer Science (miscellaneous)
    Cunha TIAGO; Soares CARLOS; André Carlos Ponce De Leon Ferreira De CARVALHO. 2018. Cf4cf-meta: hybrid collaborative filtering algorithm selection framework. In: Lecture notes in computer science. Chipre.
  27. Physical Sciences Artificial Intelligence
    Kümmel Bruno C; André Carlos Ponce De Leon Ferreira De CARVALHO; Brigido Marcelo M; Ralha Célia G; Walter Maria Emilia M T. 2018. $$s^2fs$$: single score feature selection applied to the problem of distinguishing long non-coding rnas from protein coding transcripts. In: Lecture notes in computer science. Brasil.
  28. Physical Sciences Computer Science (miscellaneous)
    Garcia Kemilly DEARO; André Carlos Ponce De Leon Ferreira De CARVALHO; Mendes Moreira JOÃO. 2018. A cluster-based prototype reduction for online classification. In: Lecture notes in computer science. Espanha.
  29. Physical Sciences Computer Science (miscellaneous)
    Barbosa PAULO; Garcia Kemilly DEARO; Mendes Moreira JOÃO; André Carlos Ponce De Leon Ferreira De CARVALHO. 2018. Unsupervised domain adaptation for human activity recognition. In: Lecture notes in computer science. Espanha.
  30. Physical Sciences Artificial Intelligence
    Horváth TOMÁ; Mantovani Rafael G; André Carlos Ponce De Leon Ferreira De CARVALHO. 2017. Effects of random sampling on svm hyper-parameter tuning. In: Advances in intelligent systems and computing. Portugal.
  31. Physical Sciences Computer Science (miscellaneous)
    Rivolli ADRIANO; Parker Larissa C; André Carlos Ponce De Leon Ferreira De CARVALHO. 2017. Food truck recommendation using multi-label classification. In: Lecture notes in computer science. Portugal.
  32. Physical Sciences Computer Science (miscellaneous)
    Cunha TIAGO; Soares CARLOS; André Carlos Ponce De Leon Ferreira De CARVALHO. 2017. Recommending collaborative filtering algorithms using subsampling landmarkers. In: Lecture notes in computer science. Japão.
  33. Social Sciences & Humanities Education
    Isvani Frías BLANCO; André Carlos Ponce De Leon Ferreira De CARVALHO. 2017. Máquinas que aprendem: o que nos ensinam?. In: Ciência para educação: uma ponte entre dois mundos. Brasil.
  34. Physical Sciences Computer Science (miscellaneous)
    Cunha TIAGO; Soares CARLOS; André Carlos Ponce De Leon Ferreira De CARVALHO. 2016. Selecting collaborative filtering algorithms using metalearning. In: Lecture notes in computer science. Grã-Bretanha.
  35. Physical Sciences Computer Science (miscellaneous)
    Schlottfeldt SHANA; Timmis JON; Walter Maria EMILIA; André Carlos Ponce De Leon Ferreira De CARVALHO; Simon LORENA et al. 2015. A multi-objective optimization approach associated to climate change analysis to improve systematic conservation planning. In: Lecture notes in computer science. Grã-Bretanha.
  36. Physical Sciences Physics and Astronomy (miscellaneous)
    Carlos SOARES; André Carlos Ponce De Leon Ferreira De CARVALHO. 2013. Mineração de dados. In: Novas tendências em marketing intelligence. Portugal.
  37. Physical Sciences Computer Science (miscellaneous)
    Márcio BASGALUPP; Rodrigo BARROS; André Carlos Ponce De Leon Ferreira De CARVALHO; Alex FREITAS. 2012. A beam search based decision tree induction algorithm. In: Machine learning algorithms for problem solving in computational applications. Estados Unidos.
  38. Physical Sciences Artificial Intelligence
    André ROSSI; Márcio BASGALUPP; A Carolina LORENA; André Carlos Ponce De Leon Ferreira De CARVALHO. 2012. Algortimos genéticos em problemas de classificação. In: Manual de computação evolutiva e metaheurística. Portugal.
  39. Physical Sciences Computer Science (miscellaneous)
    João GAMA; André Carlos Ponce De Leon Ferreira De CARVALHO. 2011. Machne learning. In: Machine learning. Estados Unidos.
  40. Physical Sciences Artificial Intelligence
    Bruno Feres De SOUZA; Ricardo PRUDÊNCIO; André Carlos Ponce De Leon Ferreira De CARVALHO. 2011. Meta-aprendizado para recomendação de algoritmos. In: Jornadas de atualizacao em informatica 2011. Brasil.
  41. Physical Sciences Artificial Intelligence
    João GAMA; André Carlos Ponce De Leon Ferreira De CARVALHO. 2009. Machine learning. In: Encyclopedia of information science and technology. Estados Unidos.
  42. Physical Sciences Computer Science (miscellaneous)
    Danilo HORTA; Murilo Coelho NALDI; Ricardo J G B CAMPELLO; Eduardo HRUSCHKA; André Carlos Ponce De Leon Ferreira De CARVALHO. 2009. Evolutionary fuzzy clustering: an overview and efficiency issues. In: Foundations of computational intelligence: bio-inspired data mining. Brasil.
  43. Physical Sciences Computer Science (miscellaneous)
    André Carlos Ponce De Leon Ferreira De CARVALHO; Alex FREITAS. 2009. A tutorial on multi-label classification techniques. In: Foundations of computational intelligence - volume 5: function approximation and classification. Alemanha.
  44. Physical Sciences Artificial Intelligence
    Katti FACELI; André Carlos Ponce De Leon Ferreira De CARVALHO; Marcílio Carlos Pereira De SOUTO. 2008. Cluster ensemble and multi-objective clustering methods. In: Pattern recognition technologies and applications: recent advances. Austrália.
  45. Physical Sciences Computer Science (miscellaneous)
    Arthur Plínio De Souza BRAGA; André Carlos Ponce De Leon Ferreira De CARVALHO; João Fernando OLIVEIRA. 2008. Computational intelligence applied to the automatic monitoring of dressing operations in an industrial cnc machine. In: Advances of computational intelligence in industrial systems. Alemanha.
  46. Physical Sciences Computer Science (miscellaneous)
    Ana Carolina LORENA; André Carlos Ponce De Leon Ferreira De CARVALHO. 2008. Investigation of strategies for the generation of multiclass support vector machines. In: New challenges in applied intelligence technologies. Holanda.
  47. Physical Sciences Artificial Intelligence
    Alex FREITAS; André Carlos Ponce De Leon Ferreira De CARVALHO. 2007. A tutorial on hierarchical classification with applications in bioinformatics. In: Research and trends in data mining technologies and applications: advances in data warehousing and mining. Estados Unidos.
  48. Physical Sciences Computer Science (miscellaneous)
    Murilo Coelho NALDI; André Carlos Ponce De Leon Ferreira De CARVALHO; Ricardo J G B CAMPELLO; Eduardo HRUSCHKA. 2007. Evolutionary clustering for data mining. In: Soft computing for knowledge discovery and data mining. Holanda.
  49. Physical Sciences Artificial Intelligence
    Ana Carolina LORENA; André Carlos Ponce De Leon Ferreira De CARVALHO. 2007. Evolutionary design of code-matrices for multiclass problems. In: Soft computing for knowledge discovery and data mining. Holanda.
  50. Physical Sciences Computer Science (miscellaneous)
    Bruno Rodrigues NERY; Rodrigo MELLO; André Carlos Ponce De Leon Ferreira De CARVALHO; Laurence YAN. 2007. Artificial ants in the real world: solving on-line problems using ant colony optimization. In: Swarm intelligence; focus on ant and particle swarm optimization. Brasil.
  51. Physical Sciences Engineering (miscellaneous)
    André Carlos Ponce De Leon Ferreira De CARVALHO; A BRAGA; T LUDERMIR. 2004. Credit card users´data mining. In: Encyclopedia of information science and technology. Estados Unidos.
  52. Physical Sciences Artificial Intelligence
    André Carlos Ponce De Leon Ferreira De CARVALHO; A BRAGA; T LUDERMIR. 2003. Computação evolutiva. In: Sistemas inteligentes -- fundamentos e aplicações. Brasil.
  53. Physical Sciences Artificial Intelligence
    A BRAGA; T LUDERMIR; André Carlos Ponce De Leon Ferreira De CARVALHO. 2003. Redes neurais. In: Sistemas inteligentes -- fundamentos e aplicações. Brasil.
  54. Physical Sciences Artificial Intelligence
    T LUDERMIR; André Carlos Ponce De Leon Ferreira De CARVALHO; A BRAGA. 2003. Sistemas inteligentes híbridos. In: Sistemas inteligentes: fundamentos e aplicações. Brasil.
  55. Physical Sciences Physics and Astronomy (miscellaneous)
    A BRAGA; André Carlos Ponce De Leon Ferreira De CARVALHO; T LUDERMIR. 2002. Radial basis functions: theory and applications. In: Nonlinear modeling and forecasting of high frequency financial and economic time series. Estados Unidos.
  56. Physical Sciences Engineering (miscellaneous)
    André Carlos Ponce De Leon Ferreira De CARVALHO; A BRAGA; S REZENDE; T LUDERMIR; Edmar MARTINELI. 2002. Understanding credit card users behaviour: a data mining approach. In: In heuristic and optimization for knowledge discovery. Estados Unidos.
  57. Physical Sciences Artificial Intelligence
    E LACERDA; André Carlos Ponce De Leon Ferreira De CARVALHO; T LUDERMIR. 2001. Evolutionary optimization of rbf networks; radial basis function neural networks: design and applications. In: Studies in fuzziness and soft computing series. Estados Unidos.
  58. Physical Sciences Artificial Intelligence
    E LACERDA; André Carlos Ponce De Leon Ferreira De CARVALHO. 1999. Introdução aos algoritmos genéticos. In: Sistemas inteligentes: aplicações a recursos hídricos e ciências ambientais. Brasil.
  59. Physical Sciences Artificial Intelligence
    Edmar MARTINELI; André Carlos Ponce De Leon Ferreira De CARVALHO; S REZENDE. 1999. Rules extraction from banks bankrupt data using connectionist and symbolic learning algorithms. In: Computational finance'99. Estados Unidos.
  60. Social Sciences & Humanities Education
    André Carlos Ponce De Leon Ferreira De CARVALHO; M FAIRHURST; D BISSET. 1998. Comparative study of gsnf learning methods. In: Ram-based neural networks. Grã-Bretanha.
  61. Physical Sciences Artificial Intelligence
    André Carlos Ponce De Leon Ferreira De CARVALHO; M FAIRHURST; D BISSET. 1998. Combining two boolean neural networks for image classification. In: Ram-based neural networks. Grã-Bretanha.
  62. Physical Sciences Computer Science (miscellaneous)
    M FAIRHURST; André Carlos Ponce De Leon Ferreira De CARVALHO; K COWLEY. 1992. Real-time classification of handprinted characters through parallelisation of processing architecture. In: From pixels to features iii: frontiers in handwriting recognition. Grã-Bretanha.
  1. Physical Sciences Artificial Intelligence
    Katti FACELI; Ana Carolina LORENA; João GAMA; Tiago Agostinho De ALMEIDA; André Carlos Ponce De Leon Ferreira De CARVALHO. 2021. Inteligência artificial - uma abordagem de aprendizado de máquina (2 edição). Brasil.
  2. Physical Sciences Artificial Intelligence
    Moreira João MENDES; André Carlos Ponce De Leon Ferreira De CARVALHO; Horváth TOMÁ. 2018. A general introduction to data analytics. Estados Unidos.
  3. Physical Sciences Computer Science (miscellaneous)
    André Carlos Ponce De Leon Ferreira De CARVALHO; A Carolina LORENA. 2016. Introdução à computação - hardware; software e dados. Brasil.
  4. Physical Sciences Artificial Intelligence
    Rodrigo BARROS; Alex FREITAS; André Carlos Ponce De Leon Ferreira De CARVALHO. 2015. Automatic design of decision-tree induction algorithms. Brasil.
  5. Physical Sciences Artificial Intelligence
    João GAMA; André Carlos Ponce De Leon Ferreira De CARVALHO; Katti FACELI; Márcia OLIVEIRA; Ana Carolina LORENA. 2015. Extração de conhecimento de dados - data mining (2a edição). Portugal.
  6. Physical Sciences Artificial Intelligence
    Álvaro HERRERO; Bruno BARUQUE; Fanny KLETT; Ajith ABRAHAM; Vaclav SNASEL et al. 2014. Proceedings of the international joint conference soco'13-cisis'13-iceute'13. Espanha.
  7. Physical Sciences Artificial Intelligence
    Marios M POLYCARPOU; Jeng Shyang PAN; Michal WOZNIAK; Héctor QUINTIÁN; Emilio CORCHADO et al. 2014. Proceedins of the hybrid artificial intelligence systems - 9th international conference; hais 2014. Espanha.
  8. Physical Sciences Artificial Intelligence
    Jeng Shyang PAN; Marios M POLYCARPOU; Micha Wo NIAK; André Carlos Ponce De Leon Ferreira De CARVALHO; Héctor QUINTIÁN et al. 2013. Hybrid artificial intelligent systems. Brasil.
  9. Physical Sciences Artificial Intelligence
    João GAMA; André Carlos Ponce De Leon Ferreira De CARVALHO; Katti FACELI; A Carolina LORENA; Márcia OLIVEIRA. 2012. Extração de conhecimento de dados ? data mining. Portugal.
  10. Physical Sciences Mathematics (miscellaneous)
    Ajith ABRAHAM; André Carlos Ponce De Leon Ferreira De CARVALHO. 2012. Proceedings of the fourth international conference on computational aspects of social networks (cason). Estados Unidos.
  11. Physical Sciences Artificial Intelligence
    Katti FACELI; Ana Carolina LORENA; João GAMA; André Carlos Ponce De Leon Ferreira De CARVALHO. 2011. Inteligência artificial - uma abordagem de aprendizado de máquina. Brasil.
  12. Physical Sciences Computer Science (miscellaneous)
    Wagner MEIRA; André Carlos Ponce De Leon Ferreira De CARVALHO. 2010. Jornadas de atualizações em informática 2010. Brasil.
  13. Physical Sciences Computer Science (miscellaneous)
    André Carlos Ponce De Leon Ferreira De CARVALHO; Sara Rodriguez GONZALEZ; Juan F De PAZ; Juan R CORCHADO. 2010. 7th international symnposium on distributed computing and artificial intelligence. Espanha.
  14. Physical Sciences Computer Science (miscellaneous)
    Ashraf SAAD; Ajith ABRAHAM; Mario KOEPPEN; André Carlos Ponce De Leon Ferreira De CARVALHO. 2010. Proceedings of the 10th international conference on hybrid intelligent systems. Estados Unidos.
  15. Physical Sciences Artificial Intelligence
    Hideyuki TAKAGI; Ajith ABRAHAM; Mario KOEPPEN; Kaori YOSHIDA; André Carlos Ponce De Leon Ferreira De CARVALHO. 2010. Proceedings of the second world congress on nature and biologically inspired computing; nabic´2010. Japão.
  16. Physical Sciences Artificial Intelligence
    Ajith ABRAHAM; Aboul Ella HASSANIEN; André Carlos Ponce De Leon Ferreira De CARVALHO. 2009. Foundations of computational intelligence - volume 4: bio-inspired data mining. Alemanha.
  17. Physical Sciences Artificial Intelligence
    Ajith ABRAHAM; Aboul Ella HASSANIEN; André Carlos Ponce De Leon Ferreira De CARVALHO; Vaclav SNASEL. 2009. Foundations of computational intelligence - volume 6: data mining. Alemanha.
  18. Physical Sciences Computer Science (miscellaneous)
    André Carlos Ponce De Leon Ferreira De CARVALHO; Tomasz KOWALTOWSKI. 2009. Jornadas de atualizações em informática 2009. Brasil.
  19. Physical Sciences Artificial Intelligence
    Ajith ABRAHAM; André Carlos Ponce De Leon Ferreira De CARVALHO; F HERRERA; V PAI. 2009. Proceedings of the world congress on nature and biologically inspired computing (nabic 2009). Índia.
  20. Physical Sciences Artificial Intelligence
    A BRAGA; Teresa LUDERMIR; André Carlos Ponce De Leon Ferreira De CARVALHO. 2007. Redes neurais artificiais: teoria e aplicações. Brasil.
  21. Physical Sciences Artificial Intelligence
    Alexandre PLASTINO; André Carlos Ponce De Leon Ferreira De CARVALHO; Ruy RAMOS; Wagner MEIRA. 2007. Iii workshop de algoritmos e aplicações de mineração de dados; waamd´07. Brasil.
  22. Physical Sciences Computer Science Applications
    S ARIVAZHAGAN; Henry SELVARAJ; Brijesh VERMA; André Carlos Ponce De Leon Ferreira De CARVALHO. 2007. Proceedings of the vii international conference on computational intelligence and multimedia applications. Estados Unidos.
  23. Physical Sciences Computer Science (miscellaneous)
    Alexandre PLASTINO; André Carlos Ponce De Leon Ferreira De CARVALHO; Ruy RAMOS; Wagner MEIRA. 2006. Anais do i workshop em algortimos e aplicações em mineração de dados; waamd´06. Brasil.
  24. Physical Sciences Artificial Intelligence
    André Carlos Ponce De Leon Ferreira De CARVALHO; Marley VELLASCO. 2006. Anais do i workshop on computational intelligence; wci´06. Brasil.
  25. Physical Sciences Artificial Intelligence
    Henry SELVARAJ; Brijesh VERMA; André Carlos Ponce De Leon Ferreira De CARVALHO. 2005. Proceedings of the 6th international conference on computational intelligence and multimedia applications (iccima '05). Estados Unidos.
  26. Life Sciences Biochemistry, Genetics and Molecular Biology (miscellaneous)
    Ana Lúcia BAZZAN; André Carlos Ponce De Leon Ferreira De CARVALHO. 2002. Anais do i workshop brasileirro de bioinformática; i wob. Brasil.
  27. Physical Sciences Engineering (miscellaneous)
    André Carlos Ponce De Leon Ferreira De CARVALHO; J MALDONADO; Juan Carlos AUGUSTO; Manoel Gomes De Mendonça NETO; Silvia Teresita ACUÑA. 2002. Anais da 2ª jornada ibero-americana de engenharia de software e engenharia de conhecimento. Brasil.
  28. Physical Sciences Computer Science Applications
    X YAO; B VERMA; H SELVARAJ; André Carlos Ponce De Leon Ferreira De CARVALHO. 2001. Proceedings of the iv international conference on computational intelligence and multimedia applications. Estados Unidos.
  29. Physical Sciences Computer Science (miscellaneous)
    André Carlos Ponce De Leon Ferreira De CARVALHO; J MALDONADO. 2001. Coletânea de textos da vi escola regional de informática de são paulo; sociedade brasileira de computação; vi eri. Brasil.
  30. Physical Sciences Artificial Intelligence
    André Carlos Ponce De Leon Ferreira De CARVALHO; A BRAGA; B VERMA. 2001. International journal of conputational intelligence and multimedia applications; ijcia. Grã-Bretanha.
  31. Physical Sciences Artificial Intelligence
    A BRAGA; André Carlos Ponce De Leon Ferreira De CARVALHO; T LUDERMIR. 2000. Redes neurais artificiais: teoria e aplicações. Brasil.
  32. Physical Sciences Artificial Intelligence
    B VERMA; H SELVARAJ; André Carlos Ponce De Leon Ferreira De CARVALHO; X YAO. 1999. Proceedings of the iii international conference on computational intelligence and multimedia applications; iccima'99. Índia.
  33. Social Sciences & Humanities Economics and Econometrics
    André Carlos Ponce De Leon Ferreira De CARVALHO; M CADER. 1999. Proceedings of the financial analysis track. Estados Unidos.
  34. Physical Sciences Artificial Intelligence
    A BRAGA; André Carlos Ponce De Leon Ferreira De CARVALHO; T LUDERMIR. 1998. Fundamentos de redes neurais artificiais. Brasil.
  35. Physical Sciences Artificial Intelligence
    André Carlos Ponce De Leon Ferreira De CARVALHO; D BARONE. 1995. Anais do ii simpósio brasileiro de redes neurais. Brasil.