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
· SN Computer Science · 0 citations