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...

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Vydané v:	Neurocomputing (Amsterdam) Ročník 455; s. 401 - 418
Hlavní autori:	Guan, Junyi, Li, Sheng, He, Xiongxiong, Zhu, Jinhui, Chen, Jiajia
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	Elsevier B.V 30.09.2021
Predmet:	Clustering Density peak Hierarchical clustering KNN 99-00 Density peak KNN 00-01 Clustering Hierarchical clustering
ISSN:	0925-2312, 1872-8286
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