most citedEstimating the Optimal Number of Clusters in Categorical Data Clustering by Silhouette Coefficient

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cs.LG2025★ 168 cited

Estimating the Optimal Number of Clusters in Categorical Data Clustering by Silhouette Coefficient

Duy-Tai Dinh, Tsutomu Fujinami, Van-Nam Huynh

The problem of estimating the number of clusters (say k) is one of the major challenges for the partitional clustering. This paper proposes an algorithm named k-SCC to estimate the…