On the use of Wasserstein metric in topological clustering of distributional data

Guénaël Cabanes, Younès Bennani, Rosanna Verde +1

This paper deals with a clustering algorithm for histogram data based on a Self-Organizing Map (SOM) learning. It combines a dimension reduction by SOM and the clustering of the da…