Fuzzy clustering procedures for conical fuzzy vector data

Authors
Yang, MS Liu, HH
Citation
Ms. Yang et Hh. Liu, Fuzzy clustering procedures for conical fuzzy vector data, FUZ SET SYS, 106(2), 1999, pp. 189-200
Citations number
15
Categorie Soggetti
Engineering Mathematics
Journal title
FUZZY SETS AND SYSTEMS
ISSN journal
01650114 → ACNP
Volume
106
Issue
2
Year of publication
1999
Pages
189 - 200
Database
ISI
SICI code
0165-0114(19990901)106:2<189:FCPFCF>2.0.ZU;2-7
Abstract
This note addresses fuzzy cluster analysis of conical fuzzy vector data. A fuzzy vector represents fuzzy data in a high dimension. In this note a robu st type of fuzzy clustering algorithm with a noise cluster is proposed. The proposed algorithm is robust with respect to noise and can also detect out liers for conical fuzzy vector data. Finally, some numerical examples are p resented. (C) 1999 Elsevier Science B.V. All rights reserved.