A training algorithm for classification of high-dimensional data

We propose an algorithm for training multi layer preceptrons (MLP) for classification problems, that we named hidden layer learning vector quantization. It consists of applying learning vector quantization to the last hidden layer of a MLP and it gave very successful results on problems containing a...

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Detalhes bibliográficos
Autor principal: Vieira, Armando (author)
Outros Autores: Barradas, Nuno (author)
Formato: article
Idioma:eng
Publicado em: 2003
Assuntos:
Texto completo:http://hdl.handle.net/10316/4486
País:Portugal
Oai:oai:estudogeral.sib.uc.pt:10316/4486