VDPC: Variational density peak clustering algorithm

The widely applied density peak clustering (DPC) algorithm makes an intuitive cluster formation assumption that cluster centers are often surrounded by data points with lower local density and far away from other data points with higher local density. However, this assumption suffers from one limita...

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Veröffentlicht in:	Information sciences Jg. 621; S. 627 - 651
Hauptverfasser:	Wang, Yizhang, Wang, Di, Zhou, You, Zhang, Xiaofeng, Quek, Chai
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Elsevier Inc 01.04.2023
Schlagworte:	Density peak clustering Local density analysis Representatives Local density analysis Density peak clustering Representatives
ISSN:	0020-0255, 1872-6291
Online-Zugang:	Volltext
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