An improved density peaks clustering algorithm by automatic determination of cluster centres

The fast search and find of density peaks clustering (FDP) is an algorithm that can gain satisfactory clustering results with manual selection of the cluster centres. However, this manual selection is difficult for larger and more complex datasets, and it is easy to split a cluster into multiple sub...

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Bibliographic Details
Main Authors: Hui Du, Yanting Hao, Zhihe Wang
Format: Article
Language:English
Published: Taylor & Francis Group 2022-12-01
Series:Connection Science
Subjects:
Online Access:http://dx.doi.org/10.1080/09540091.2021.2012422