An Improved Algorithm Based on Fast Search and Find of Density Peak Clustering for High-Dimensional Data

The find of density peak clustering algorithm (FDP) has poor performance on high-dimensional data. This problem occurs because the clustering algorithm ignores the feature selection. All features are evaluated and calculated under the same weight, without distinguishing. This will lead to the final...

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Bibliographic Details
Main Authors: Hui Du, Yiyang Ni, Zhihe Wang
Format: Article
Language:English
Published: Hindawi-Wiley 2021-01-01
Series:Wireless Communications and Mobile Computing
Online Access:http://dx.doi.org/10.1155/2021/9977884