Interval competitive agglomeration clustering algorithm

In this study, an interval competitive agglomeration (ICA) clustering algorithm is proposed to overcome the problems of the unknown clusters number and the initialization of prototypes in the clustering algorithm for the symbolic interval-values data. In the proposed ICA clustering algorithm, both t...

Ausführliche Beschreibung

Bibliographische Detailangaben

Veröffentlicht in:	Expert systems with applications 2010-09, Vol.37 (9), p.6567-6578
Hauptverfasser:	Jeng, Jin-Tsong, Chuang, Chen-Chia, Tao, C.W.
Format:	Artikel
Sprache:	eng
Schlagworte:	Agglomeration Algorithms Clustering Clusters Expert systems Fuzzy c-means clustering algorithm Interval competitive agglomeration clustering algorithm Intervals Optimization Symbolic interval-values data
Online-Zugang:	Volltext
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!