An improved density peaks clustering algorithm based on natural neighbor with a merging strategy

Density peaks clustering (DPC) is a novel density-based clustering algorithm that identifies center points quickly through a decision graph and assigns corresponding labels to remaining non-center points. Although DPC can identify clusters with any shape, its clustering performance is still restrict...

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Veröffentlicht in:	Information sciences Jg. 624; S. 252 - 276
Hauptverfasser:	Ding, Shifei, Du, Wei, Xu, Xiao, Shi, Tianhao, Wang, Yanru, Li, Chao
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Elsevier Inc 01.05.2023
Schlagworte:	Clustering analysis Density peaks clustering Merging strategy Natural neighbor Parameter-free Clustering analysis Merging strategy Natural neighbor Parameter-free Density peaks clustering
ISSN:	0020-0255, 1872-6291
Online-Zugang:	Volltext
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