Adaptive density peak clustering algorithm combined with sparse search

With the advantages of few parameters and the ability to deal with clusters of arbitrary shape, the density peak clustering algorithm has attracted wide attention since it came out. However, the algorithm has problems such as high time complexity, poor clustering effect on complex data sets, and the...

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Veröffentlicht in:	Journal of physics. Conference series Jg. 2493; H. 1; S. 12010 - 12019
Hauptverfasser:	Ma, Weiyuan, Duan, Baobin, Wei, Ping
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Bristol IOP Publishing 01.05.2023
Schlagworte:	Algorithms Clustering Complexity Data points Datasets Density Physics Search algorithms Spatial data
ISSN:	1742-6588, 1742-6596
Online-Zugang:	Volltext
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