Credal c-means clustering method based on belief functions

The recent credal partition approach allows the objects to belong to not only the singleton clusters but also the sets of clusters (i.e. meta-clusters) with different masses of belief. A new credal c-means (CCM) clustering method working with credal partition has been proposed in this work to effect...

Ausführliche Beschreibung

Bibliographische Detailangaben

Veröffentlicht in:	Knowledge-based systems 2015-01, Vol.74, p.119-132
Hauptverfasser:	Liu, Zhun-ga, Pan, Quan, Dezert, Jean, Mercier, Grégoire
Format:	Artikel
Sprache:	eng
Schlagworte:	Belief functions Classification Clustering Clusters Credal partition Data clustering Electrochemical machining Fuzzy Fuzzy c-means (FCM) Fuzzy logic Knowledge base Optimization Partitions Uncertain data
Online-Zugang:	Volltext
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!