M Subha

Improvement of K-Means Clustering Through Center's Hybrid Initialization

2024

This paper evaluates the effect of initial center selection on cluster quality and the rate of convergence in K-means clustering. In this paper, a new approach is proposed that uses random initialization and spatial distribution …