A comprehensive comparison of ML algorithms for gene expression data classification
Bruno Feres de Souza André Carlos Ponce de Leon Ferreira de Carvalho; Carlos Soares; IEEE World Congress on Computational Intelligence - WCCI (2010 Barcelona, Espanha); International Joint Conference on Neural Networks - IJCNN (2010 Barcelona, Espanha)
Proceedings Los Alamitos, CA : IEEE, 2010
Los Alamitos, CA IEEE 2010
Localização:
ICMC - Inst. Ciên. Mat. Computação
(PROD-1836581 ) e outros locais(Acessar)
Combining a Multi-Objective Optimization approach with Meta-Learning for SVM parameter selection
Péricles B. C. de Miranda Ricardo B. C Prudêncio; André Carlos Ponce de Leon Ferreira de Carvalho; Carlos Soares; IEEE International Conference on Systems, Man, and Cybernetics - SMC (2012 Seoul)
Proceedings Piscataway : IEEE, 2012
Piscataway IEEE 2012
Localização:
ICMC - Inst. Ciên. Mat. Computação
(PROD-2313910 ) e outros locais(Acessar)
MetaStream a meta-learning based method for periodic algorithm selection in time-changing data
André Luis Debiaso Rossi André Carlos Ponce de Leon Ferreira de Carvalho; Carlos Soares; Bruno Feres de Souza; Brazilian Symposium on Neural Networks - SBRN (12. 2012 Curitiba)
Neurocomputing Amsterdam : Elsevier v. 127, p. 52-64, mar. 2014
A meta-learning approach to select meta-heuristics for the traveling salesman problem using MLP-based label ranking
Jorge Kanda Carlos Soares; Eduardo Raul Hruschka 1972-; André Carlos Ponce de Leon Ferreira de Carvalho; International Conference on Neural Information Processing - ICONIP (19. 2012 Doha, Qatar)
Lecture Notes in Computer Science Berlin : Springer-Verlag v. 7665, p. 488-495, 2012