Neighbor-Relationship-Based Adaptive Density Peak Clustering

The Density Peak Clustering (DPC) algorithm encounters challenges such as difficulty in choosing cluster centers and the chain reaction caused by incorrect assignment of data points when clustering spatial datasets containing clusters with significant density differences or multi-peak clusters. To a...

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Bibliographic Details
Main Authors: Zhigang Su, Qian Gao, Jingtang Hao, Yue Wang, Bing Han
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/10804149/
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