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stat.ML2024
A Bayesian cluster validity index
Nathakhun Wiroonsri, Onthada Preedasawakul
Selecting the appropriate number of clusters is a critical step in applying clustering algorithms. To assist in this process, various cluster validity indices (CVIs) have been deve…
stat.ML2023
A correlation-based fuzzy cluster validity index with secondary options detector
Nathakhun Wiroonsri, Onthada Preedasawakul
The optimal number of clusters is one of the main concerns when applying cluster analysis. Several cluster validity indexes have been introduced to address this problem. However, i…