Density peaks clustering algorithm based on fuzzy and weighted shared neighbor for uneven density datasets

•A new DPC algorithm for uneven density datasets is proposed.•A new local density calculation method based on fuzzy neighborhood is designed.•A new allocation strategy based on weighted shared nearest neighbor is proposed.•The new DPC algorithm has excellent clustering accuracy for different types o...

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Veröffentlicht in:	Pattern recognition Jg. 139; S. 109406
Hauptverfasser:	Zhao, Jia, Wang, Gang, Pan, Jeng-Shyang, Fan, Tanghuai, Lee, Ivan
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Elsevier Ltd 01.07.2023
Schlagworte:	Density peaks clustering Fuzzy neighborhood K-nearest neighbor Uneven density data Weighted shared neighbor Fuzzy neighborhood Uneven density data Weighted shared neighbor Density peaks clustering K-nearest neighbor
ISSN:	0031-3203, 1873-5142
Online-Zugang:	Volltext
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