Validity measures for the fuzzy cluster analysis of orientations

Authors
Hammah, RE Curran, JH
Citation
Re. Hammah et Jh. Curran, Validity measures for the fuzzy cluster analysis of orientations, IEEE PATT A, 22(12), 2000, pp. 1467-1472
Citations number
11
Categorie Soggetti
AI Robotics and Automatic Control
Journal title
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE
ISSN journal
01628828 → ACNP
Volume
22
Issue
12
Year of publication
2000
Pages
1467 - 1472
Database
ISI
SICI code
0162-8828(200012)22:12<1467:VMFTFC>2.0.ZU;2-T
Abstract
Fuzzy K-means clustering can be applied to the automatic identification of sets in discontinuity data after suitable adaptation of the algorithm. To e stablish the number of clusters in a data set, modified versions of the val idity measures of Gath and Geva, Xie-Beni and Fukuyama-Sugeno are presented in this paper.