Robust clustering by detecting density peaks and assigning points based on fuzzy weighted K-nearest neighbors

Clustering by fast search and find of Density Peaks (referred to as DPC) was introduced by Alex Rodríguez and Alessandro Laio. The DPC algorithm is based on the idea that cluster centers are characterized by having a higher density than their neighbors and by being at a relatively large distance fro...

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Veröffentlicht in:Information sciences Jg. 354; S. 19 - 40
Hauptverfasser: Xie, Juanying, Gao, Hongchao, Xie, Weixin, Liu, Xiaohui, Grant, Philip W.
Format: Journal Article
Sprache:Englisch
Veröffentlicht: Elsevier Inc 01.08.2016
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ISSN:0020-0255, 1872-6291
Online-Zugang:Volltext
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