A Fast Density Peaks Clustering Algorithm Based on Pre-Screening

Density peaks clustering algorithm (DPC) is a new density-based clustering algorithm proposed to obtain any shape of the clusters. It finds cluster centers according to the decision graph which drawn based on the density-distance. However, in the process of calculating local density and distance of...

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Vydané v:	International Conference on Big Data and Smart Computing s. 513 - 516
Hlavní autori:	Xu, Xiao, Ding, Shifei, Sun, Tongfeng
Médium:	Konferenčný príspevok..
Jazyk:	English
Vydavateľské údaje:	IEEE 01.01.2018
Predmet:	Clustering algorithms Computer science Data mining decision graph density peaks clustering algorithm large-scale data set pre screening Shape Time complexity
ISSN:	2375-9356
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