Density Peaks Clustering Based on Candidate Center and Multi Assignment Policies

Density peak clustering (DPC) the center selection ignores the environment of samples, which can easily result in the incorrect identification of cluster centers. Additionally, a single allocation approach can easily produce the joint effect of allocation mistakes. To address the above issues, a den...

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Bibliographic Details
Main Authors: Yanli Shi, Luyao Bai
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/10146204/