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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Veröffentlicht in:	Symmetry (Basel) Jg. 12; H. 12; S. 2014
Hauptverfasser:	Lv, Yi, Liu, Mandan, Xiang, Yue
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Basel MDPI AG 01.12.2020
Schlagworte:	Adaptive algorithms Algorithms Cluster analysis Clustering Data mining Datasets Density Knee Mathematical analysis Matrix methods Neighborhoods Searching
ISSN:	2073-8994, 2073-8994
Online-Zugang:	Volltext
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