Quantile-based clustering

Christian Hennig, Cinzia Viroli, Laura Anderlucci

A new cluster analysis method, $K$-quantiles clustering, is introduced. $K$-quantiles clustering can be computed by a simple greedy algorithm in the style of the classical Lloyd's…