Efficient Pruning Method for Ensemble Self-Generating Neural Networks

Recently, multiple classifier systems (MCS) have been used for practical applications to improve classification accuracy. Self-generating neural networks (SGNN) are one of the suitable base-classifiers for MCS because of their simple setting and fast learning. However, the computation cost of the MC...

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Bibliographic Details
Main Authors: Hirotaka Inoue, Hiroyuki Narihisa
Format: Article
Language:English
Published: International Institute of Informatics and Cybernetics 2003-12-01
Series:Journal of Systemics, Cybernetics and Informatics
Subjects:
Online Access:http://www.iiisci.org/Journal/CV$/sci/pdfs/P266075.pdf