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Pruning methods to MLP neural networks considering proportional apparent error rate for classification problems with unbalanced data
(Elsevier B.V., 2014-10-01)
This article deals with classification problems involving unequal probabilities in each class and discusses metrics to systems that use multilayer perceptrons neural networks (MLP) for the task of classifying new patterns. ...
Avaliação estatística de métodos de poda aplicados em neurônios intermediários da rede neural MLP
(2006-12-01)
There are several papers on pruning methods in the artificial neural networks area. However, with rare exceptions, none of them presents an appropriate statistical evaluation of such methods. In this article, we proved ...
Avaliação estatística de métodos de poda aplicados em neurônios intermediários da rede neural MLP
(2006-12-01)
There are several papers on pruning methods in the artificial neural networks area. However, with rare exceptions, none of them presents an appropriate statistical evaluation of such methods. In this article, we proved ...
Aplicação da rede neural MLP (Multilayer Perceptron) em indústria de pisos e revestimentos do pólo cerâmico de Santa Gertrudes - SP
(2013-01-01)
Neural Network MLP (Multilayer Perceptron) application in the flooring and ceramic tile industries in the Ceramic Pole of Santa Gertrudes-SP - Artificial Neural Networks constitute an alternative to traditional programmed ...
Discriminação entre pacientes normais e hemiplégicos utilizando plataforma de força e redes neurais
(Universidade Estadual Paulista (Unesp), 2011-12-02)
Neste trabalho descreve-se o desenvolvimento de duas redes neurais que identificam e classificam dados da distribuição do peso corporal na região plantar de pessoas normais e hemiplégicas. Esses dados são experimentais e ...