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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Bibliographic Details

Published in:	Journal of physics. Conference series Vol. 2493; no. 1; pp. 12010 - 12019
Main Authors:	Ma, Weiyuan, Duan, Baobin, Wei, Ping
Format:	Journal Article
Language:	English
Published:	Bristol IOP Publishing 01.05.2023
Subjects:	Algorithms Clustering Complexity Data points Datasets Density Physics Search algorithms Spatial data
ISSN:	1742-6588, 1742-6596
Online Access:	Get full text
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