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Oct 2026

Initialization of K-Means Algorithm Based on Heuristic Technique

This paper proposes COSOHUC (Column Sorting Heuristic for Clustering), a deterministic heuristic initialization method that independently sorts numerical features, partitions the sorted values, computes partition means, and combines corresponding means to construct synthetic initial centers.

R. Singh, D. S. Rajpoot · 0 citations

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