CoreSPECT: Enhancing Clustering Algorithms via an Interplay of Density and Geometry

Chandra Sekhar Mukherjee, Joonyoung Bae, Jiapeng Zhang

In this paper, we provide a novel perspective on the underlying structure of real-world data with ground-truth clusters via characterization of an abundantly observed yet often ove…