Clustering with Uniformity- and Neighbor-Based Random Geometric Graphs

Rui Shi, Elvan Ceyhan, Nedret Billor

We propose a graph-based clustering method based on Cluster Catch Digraphs (CCDs) that extends their applicability to moderate-dimensional data settings. Existing CCD variants, suc…