Number of the records: 1

New Developments in Fuzzy Cluster Analysis

SYSNO ASEP	0341915
Document Type	C - Proceedings Paper (int. conf.)
R&D Document Type	Conference Paper
Title	New Developments in Fuzzy Cluster Analysis
Author(s)	Řezanková, H. (CZ) Húsek, Dušan (UIVT-O)_{RID, SAI, ORCID}
Source Title	Applications of Mathematics and Statistics in Economy: AMSE 2009. - Praha : Nakladatelství Oeconomica, 2009 / Fischer J. - ISBN 978-80-245-1600-4
Pages	s. 403-416
Number of pages	14 s.
Action	AMSE 2009. International Conference on Mathematics and Statistics in Economy /12./
Event date	26.08.2009-28.08.2009
VEvent location	Uherské Hradiště
Country	CZ - Czech Republic
Event type	WRD
Language	eng - English
Country	CZ - Czech Republic
Keywords	fuzzy cluster analysis ; ensembles of fuzzy clustering ; relationships between clusters and variables ; cluster number determination
Subject RIV	BB - Applied Statistics, Operational Research
R&D Projects	GA205/09/1079 GA ČR - Czech Science Foundation (CSF)
	1M0567 GA MŠMT - Ministry of Education, Youth and Sports (MEYS)
CEZ	AV0Z10300504 - UIVT-O (2005-2011)
UT WOS	000359516700035
Annotation	The paper deals with a special class of cluster analysis methods where a membership degree is calculated for each object and each cluster. These methods are investigated under the name fuzzy cluster analysis. We present some emerging topics in this area, such as relation fuzzy clustering, soft clusters ensembles, similarity of fuzzy clusters, visualization of clustering results, simultaneous clustering and feature discrimination, and techniques for cluster number determination. Some tasks are illustrated by clustering of binary variables.
Workplace	Institute of Computer Science
Contact	Tereza Šírová, sirova@cs.cas.cz, Tel.: 266 053 800
Year of Publishing	2011

Number of the records: 1