Functional factorial KK-means analysis

A new procedure for simultaneously finding the optimal cluster structure of multivariate functional objects and finding the subspace to represent the cluster structure is presented. The method is based on the kk-means criterion for projected functional objects on a subspace in which a cluster struct...

Ausführliche Beschreibung

Bibliographische Detailangaben

Veröffentlicht in:	Computational statistics & data analysis 2014-11, Vol.79, p.133-148
Hauptverfasser:	Yamamoto, Michio, Terada, Yoshikazu
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms Clusters Data processing Factorials Least squares method Optimization Statistics Subspaces
Online-Zugang:	Volltext
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!