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Zuojing Zhang

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Articles

A Validity Index for Clustering Evaluation by Grid Structures

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By Shihong Yue, Zuojing Zhang
| MDPI
1. Introduction Clustering is an unsupervised data processing technique that can effectively uncover the distribution structure and key features hidden in a detection dataset [1,2]. Due to various clustering tasks, a large number of clustering algorithms have been proposed, such as the C-Means (CM) [3], Density-Based Spatial Clustering of Applications with Noise (DBSCAN) [4], and recently Density Peak Clustering (DPC) [5].
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