Fast Searching Density Peak Clustering Algorithm Based on Shared Nearest Neighbor and Adaptive Clustering Center

The clustering analysis algorithm is used to reveal the internal relationships among the data without prior knowledge and to further gather some data with common attributes into a group. In order to solve the problem that the existing algorithms always need prior knowledge, we proposed a fast search...

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Vydané v:	Symmetry (Basel) Ročník 12; číslo 12; s. 2014
Hlavní autori:	Lv, Yi, Liu, Mandan, Xiang, Yue
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	Basel MDPI AG 01.12.2020
Predmet:	Adaptive algorithms Algorithms Cluster analysis Clustering Data mining Datasets Density Knee Mathematical analysis Matrix methods Neighborhoods Searching
ISSN:	2073-8994, 2073-8994
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