Automatic clustering of generalized regression neural network by similarity index based fuzzy c-means clustering

In general regression neural networks (GRNN), one drawback is that the number of training vectors is proportional to the number of hidden nodes, thus a large number of training vectors produce a larger architecture, which is a major disadvantage for many applications. In this paper we proposed an ef...

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Bibliographic Details
Main Authors: Husain, Hafizah, Khalid, Marzuki, Yusof, Rubiyah
Format: Article
Language:English
Published: 2004
Subjects:
Online Access:http://eprints.utm.my/2120/2/Husain2004_AutomaticClusteringOfGeneralizedRegression.pdf