A novel density-based clustering algorithm using nearest neighbor graph

•Nearest neighbor graph can indicate the samples that lying within the local dense regions of dataset without any input parameter.•A clustering algorithm named ADBSCAN is developed based on the nearest neighbor graph properties.•Experiments on different types of datasets demonstrate the superior per...

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Bibliographic Details

Published in:	Pattern recognition Vol. 102; p. 107206
Main Authors:	Li, Hao, Liu, Xiaojie, Li, Tao, Gan, Rundong
Format:	Journal Article
Language:	English
Published:	Elsevier Ltd 01.06.2020
Subjects:	DBSCAN Density-based clustering Nearest neighbor graph DBSCAN Density-based clustering Nearest neighbor graph
ISSN:	0031-3203, 1873-5142
Online Access:	Get full text
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