A Wolf Pack Optimization Theory Based Improved Density Peaks Clustering Approach

A Wolf Pack Optimization Theory Based Improved Density Peaks Clustering Approach

In view of the problem that the Density Peaks Clustering (DPC) algorithm needs to manually set the parameter cut-off distance (dc) we propose a Wolf Pack optimization theory based Density Peaks Clustering approach (WPA-DPC). Firstly, we introduce dc parameter into the Wolf Pack Algorithm (WPA) to sp...

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Bibliographic Details
Main Authors: Jinlong Tian, Jianping Zhao*, Wei Zhou, Xuming Han, Limin Wang*
Format: Article
Language:English
Published: Faculty of Mechanical Engineering in Slavonski Brod, Faculty of Electrical Engineering in Osijek, Faculty of Civil Engineering in Osijek 2020-01-01
Series:Tehnički Vjesnik
Subjects:
cut-off distance
density peaks clustering
evaluation index
wolf pack algorithm
Online Access:https://hrcak.srce.hr/file/361329

Internet

https://hrcak.srce.hr/file/361329

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