Počet záznamů: 1

New Developments in Fuzzy Cluster Analysis

  1. 1.
    0341915 - UIVT-O 2011 RIV CZ eng C - Konferenční příspěvek (zahraniční konf.)
    Řezanková, H. - Húsek, Dušan
    New Developments in Fuzzy Cluster Analysis.
    Applications of Mathematics and Statistics in Economy: AMSE 2009. Praha: Nakladatelství Oeconomica, 2009 - (Fischer, J.), s. 403-416. ISBN 978-80-245-1600-4.
    [AMSE 2009. International Conference on Mathematics and Statistics in Economy /12./. Uherské Hradiště (CZ), 26.08.2009-28.08.2009]
    Grant CEP: GA ČR GA205/09/1079; GA MŠk(CZ) 1M0567
    Výzkumný záměr: CEZ:AV0Z10300504
    Klíčová slova: fuzzy cluster analysis * ensembles of fuzzy clustering * relationships between clusters and variables * cluster number determination
    Kód oboru RIV: BB - Aplikovaná statistika, operační výzkum

    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.
    Trvalý link: http://hdl.handle.net/11104/0184759