A Sampling-Based Density Peaks Clustering Algorithm for Large-Scale Data

•An improved triangle-inequality-based search strategy is proposed.•An approximate local density calculation of representatives is proposed.•Experiments show that our algorithm costs far less time than DPC and other state-of-the-art algorithms proposed recently. With the rapid development of informa...

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Bibliographic Details

Published in:	Pattern recognition Vol. 136; p. 109238
Main Authors:	Ding, Shifei, Li, Chao, Xu, Xiao, Ding, Ling, Zhang, Jian, Guo, Lili, Shi, Tianhao
Format:	Journal Article
Language:	English
Published:	Elsevier Ltd 01.04.2023
Subjects:	Density peaks clustering Large-scale data Sampling method TI search strategy TI search strategy Large-scale data Sampling method Density peaks clustering
ISSN:	0031-3203, 1873-5142
Online Access:	Get full text
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