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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Bibliographic Details

Published in:	International Conference on Big Data and Smart Computing pp. 513 - 516
Main Authors:	Xu, Xiao, Ding, Shifei, Sun, Tongfeng
Format:	Conference Proceeding
Language:	English
Published:	IEEE 01.01.2018
Subjects:	Clustering algorithms Computer science Data mining decision graph density peaks clustering algorithm large-scale data set pre screening Shape Time complexity
ISSN:	2375-9356
Online Access:	Get full text
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