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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Bibliographic Details
Main Author: Vieira, Armando (author)
Other Authors: Barradas, Nuno (author)
Format: article
Language:eng
Published: 2003
Subjects:
Classification
Learning vector quantization
Hidden layer learning vector quantization
Feature extraction
Rutherford backscattering
Online Access:http://hdl.handle.net/10316/4486
Country:Portugal
Oai:oai:estudogeral.sib.uc.pt:10316/4486

Internet

http://hdl.handle.net/10316/4486

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