Wilfredo J. Puma-Villanueva
Wilfredo J. Puma-Villanueva
Pesquisador Colaborador (FEEC/UNICAMP)
Geverifieerd e-mailadres voor dca.fee.unicamp.br
Titel
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A constructive algorithm to synthesize arbitrarily connected feedforward neural networks
WJ Puma-Villanueva, EP Dos Santos, FJ Von Zuben
Neurocomputing 75 (1), 14-32, 2012
282012
Improving support vector clustering with ensembles
WJ Puma-Villanueva, GB Bezerra, CAM Lima, FJV Zuben
Proceedings of International Joint Conference on Neural Networks, 13-15, 2005
192005
Comitê de máquinas em predição de séries temporais
WJP Villanueva
Mestrado em Engenharia Elétrica e Computação, 2006
11*2006
Síntese automática de redes neurais artificiais com conexões à frente arbitrárias
WJP Villanueva
Master's thesis, Federal University of Campinas, Campinas, 220, 2011
9*2011
Data partition and variable selection for time series prediction using wrappers
WJ Puma-Villanueva, EP dos Santos, FJ Von Zuben
The 2006 IEEE International Joint Conference on Neural Network Proceedings …, 2006
92006
A multi-neighbor-joining approach for phylogenetic tree reconstruction and visualization
AE Silva, WJ Villanueva, H Knidel, VC Bonato, SF Reis, FJ Von Zuben
Genet Mol Res 4 (3), 525-34, 2005
92005
Long-term time series prediction using wrappers for variable selection and clustering for data partition
WJ Puma-Villanueva, EP dos Santos, FJ Von Zuben
2007 International Joint Conference on Neural Networks, 3068-3073, 2007
62007
Mixture of heterogeneous experts applied to time series: a comparative study
WJ Puma-Villanueva, CAM Lima, EP dos Santos, FJ Von Zuben
Proceedings. 2005 IEEE International Joint Conference on Neural Networks …, 2005
62005
A multistage ensemble of support vector machine variants
CAM Lima, WJP Villanueva, EP dos Santos, FJ Von Zuben
Procs. of the 5th International Conference on Recent Advances in Soft …, 2004
62004
Evolving arbitrarily connected feedforward neural networks via genetic algorithms
WJ Puma-Villanueva, FJ Von Zuben
2010 Eleventh Brazilian Symposium on Neural Networks, 127-132, 2010
52010
Phylogenetic inheritance of genetic variability produced by neutral models of evolution
J José, WJP Villanueva, FJV Zuben, JAF Diniz Filho
Fundação de Pesquisas Científicas de Ribeirão Preto, 2008
42008
Índices de validação de agrupamentos
WJ Puma-Villanueva, FJV Zuben
Universidade Estadual de Campinas. Unicamp. Faculdade de Engenharia Elétrica …, 2008
42008
Synthesis of spatio-temporal models by the evolution of non-uniform cellular automata
ALT Romano, WJP Villanueva, MS Zanetti, FJ Von Zuben
Foundations of Computational Intelligence Volume 4, 85-104, 2009
22009
Evolutionary modeling of larval dispersal in blowflies using non-uniform cellular automata
ALT Romano, L Gomes, G Gomes, W Puma-Villanueva, M Zanetti, ...
2006 IEEE International Conference on Evolutionary Computation, 1127-1134, 2006
22006
Redes neurais artificiais com arquiteturas arbitrárias
WJP Villanueva
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Artikelen 1–15