A novel bidirectional clustering algorithm based on local density

Abstract With the widely application of cluster analysis, the number of clusters is gradually increasing, as is the difficulty in selecting the judgment indicators of cluster numbers. Also, small clusters are crucial to discovering the extreme characteristics of data samples, but current clustering...

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Bibliographic Details
Main Authors: Baicheng Lyu, Wenhua Wu, Zhiqiang Hu
Format: Article
Language:English
Published: Nature Publishing Group 2021-07-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-021-93244-2