Recursive Gath-Geva clustering as a basis for evolving neuro-fuzzy modeling

A recursive extension of Gath-Geva clustering algorithm is proposed in this paper which is used as a basis for online tuning and development of neuro-fuzzy models. In comparison with other online modeling approaches which use spherical clusters for defining validity region of neurons, the proposed e...

Full description

Bibliographic Details

Published in:	International Conference on Fuzzy Systems pp. 1 - 7
Main Authors:	Soleimani-B, Hossein, Lucas, Caro, Araabi, Babak N
Format:	Conference Proceeding
Language:	English
Published:	IEEE 01.07.2010
Subjects:	Adaptation model Clustering algorithms Computational modeling Covariance matrix Mathematical model Neurons Time series analysis
ISBN:	1424469198, 9781424469192
ISSN:	1098-7584
Online Access:	Get full text
Tags:	Add Tag No Tags, Be the first to tag this record!