Density Peak Clustering Algorithm Based on Shared Neighborhood

Density Peak Clustering Algorithm Based on Shared Neighborhood

To solve the problem of poor clustering performance and automatic determination of cluster center inthe processing of unevenly distributed datasets, a density peak clustering algorithm based on shared neighborhood is proposed ( DPC-SN) . Firstly, considering the local neighborhood information of th...

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Bibliographic Details
Main Authors: LI Fuxiang, ZHOU Ming, YANG Tianhao
Format: Article
Language:zho
Published: Harbin University of Science and Technology Publications 2023-08-01
Series:Journal of Harbin University of Science and Technology
Subjects:
density peak clustering
local density
shared neighborhood
decision threshold
cluster center
Online Access:https://hlgxb.hrbust.edu.cn/#/digest?ArticleID=2232
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