FREDPC: A Feasible Residual Error-Based Density Peak Clustering Algorithm With the Fragment Merging Strategy

FREDPC: A Feasible Residual Error-Based Density Peak Clustering Algorithm With the Fragment Merging Strategy

The most common issues for many clustering algorithms include the slow convergence, requirement for pre-specification of a number of parameters, and the lack of robustness when dealing with anomalies. Recently, the density peak clustering (DPC) algorithm was proposed to discover the centers of clust...

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Bibliographic Details
Main Authors: Milan D. Parmar, Wei Pang, Dehao Hao, Jianhua Jiang, Wang Liupu, Limin Wang, You Zhou
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Clustering
density peak clustering
anomaly detection
residual error
residual fragment
Online Access:https://ieeexplore.ieee.org/document/8754775/

Internet

https://ieeexplore.ieee.org/document/8754775/

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