Penalized K-Nearest-Neighbor-Graph Based Metrics for Clustering

Ariel E. Baya, Pablo M. Granitto

A difficult problem in clustering is how to handle data with a manifold structure, i.e. data that is not shaped in the form of compact clouds of points, forming arbitrary shapes or…