Clustering Algorithm Based on Density Peak and Neighbor Optimization

Clustering Algorithm Based on Density Peak and Neighbor Optimization

The time complexity of density peak algorithm in selecting the cluster center is very high. It needs to manually select the cutoff distance. When processing the manifold data, there may be multiple density peaks, which leads to the decrease of clustering accuracy. In this paper, a new density peak c...

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Bibliographic Details
Main Author: HE Yunbin, DONG Heng, WAN Jing, LI Song
Format: Article
Language:zho
Published: Journal of Computer Engineering and Applications Beijing Co., Ltd., Science Press 2020-04-01
Series:Jisuanji kexue yu tansuo
Subjects:
density clustering
voronoi diagram
outliers
nearest neighbors
Online Access:http://fcst.ceaj.org/CN/abstract/abstract2159.shtml

Internet

http://fcst.ceaj.org/CN/abstract/abstract2159.shtml

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