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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Bibliographic Details

Published in:	Pattern recognition Vol. 139; p. 109406
Main Authors:	Zhao, Jia, Wang, Gang, Pan, Jeng-Shyang, Fan, Tanghuai, Lee, Ivan
Format:	Journal Article
Language:	English
Published:	Elsevier Ltd 01.07.2023
Subjects:	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 Access:	Get full text
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