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Author Bezdek, J.C. ♦ Hathaway, R.J.
Sponsorship IEEE ♦ IEEE Neurla Networks Soc
Source IEEE Xplore Digital Library
Content type Text
Publisher Institute of Electrical and Electronics Engineers, Inc. (IEEE)
File Format PDF
Copyright Year ©2003
Language English
Subject Domain (in DDC) Computer science, information & general works ♦ Special computer methods
Subject Keyword Prototypes ♦ Clustering methods ♦ Clustering algorithms ♦ Computer displays ♦ Partitioning algorithms ♦ Fuzzy logic ♦ Computer science ♦ Image generation ♦ Fuzzy sets ♦ Shape
Abstract Conventional cluster validity techniques usually represent all the validity information available about a particular clustering by a single number. The display method introduced here is an alternative to standard validity functionals. The proposed approach uses intensity images generated from the results of any prototype generator clustering algorithm as a means for cluster validation. Several numerical examples are given to illustrate the method.
Description Author affiliation: Comput. Sci. Dept., Univ. of West Florida, Pensacola, FL, USA (Bezdek, J.C.)
ISBN 0780378105
Educational Role Student ♦ Teacher
Age Range above 22 year
Educational Use Research ♦ Reading
Education Level UG and PG
Learning Resource Type Article
Publisher Date 2003-05-25
Publisher Place USA
Rights Holder Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Size (in Bytes) 415.67 kB
Page Count 6
Starting Page 875
Ending Page 880

Source: IEEE Xplore Digital Library