Outlier Detection with Cluster Catch Digraphs

Rui Shi, Nedret Billor, Elvan Ceyhan

This paper introduces a novel family of outlier detection algorithms based on Cluster Catch Digraphs (CCDs), specifically tailored to address the challenges of high dimensionality…