Radius-Guided Post-Clustering for Shape-Aware, Scalable Refinement of k-Means Results

Stefan Kober

Traditional k-means clustering underperforms on non-convex shapes and requires the number of clusters k to be specified in advance. We propose a simple geometric enhancement: after…