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

• Main Authors: Husain, Hafizah, Khalid, Marzuki, Yusof, Rubiyah
• Format: Article
• Language: English
• Published: 2004
• Subjects: TK Electrical engineering. Electronics Nuclear engineering
• Online Access: http://eprints.utm.my/id/eprint/2120/2/Husain2004_AutomaticClusteringOfGeneralizedRegression.pdf; http://eprints.utm.my/id/eprint/2120/; http://dx.doi.org/10.1109/TENCON.2004.1414591

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...