Fast hierarchical clustering of local density peaks via an association degree transfer method

Density Peak clustering (DPC) as a novel algorithm can fast identify density peaks. But it comes along with two drawbacks: its allocation strategy may produce some non-adjacent associations that may lead to poor clustering results and even cause the malfunction of its cluster center selection method...

Full description

Bibliographic Details

Published in:	Neurocomputing (Amsterdam) Vol. 455; pp. 401 - 418
Main Authors:	Guan, Junyi, Li, Sheng, He, Xiongxiong, Zhu, Jinhui, Chen, Jiajia
Format:	Journal Article
Language:	English
Published:	Elsevier B.V 30.09.2021
Subjects:	Clustering Density peak Hierarchical clustering KNN 99-00 Density peak KNN 00-01 Clustering Hierarchical clustering
ISSN:	0925-2312, 1872-8286
Online Access:	Get full text
Tags:	Add Tag No Tags, Be the first to tag this record!