An Improved Density Peak Clustering Algorithm for Multi-Density Data

An Improved Density Peak Clustering Algorithm for Multi-Density Data

Density peak clustering is the latest classic density-based clustering algorithm, which can directly find the cluster center without iteration. The algorithm needs to determine a unique parameter, so the selection of parameters is particularly important. However, for multi-density data, when one par...

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Bibliographic Details
Main Authors: Lifeng Yin, Yingfeng Wang, Huayue Chen, Wu Deng
Format: Article
Language:English
Published: MDPI AG 2022-11-01
Series:Sensors
Subjects:
density peak
cluster
local density
Online Access:https://www.mdpi.com/1424-8220/22/22/8814

Internet

https://www.mdpi.com/1424-8220/22/22/8814

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