Exploring and Comparing Clusterings of Multivariate Data Sets Using Persistent Homology

Bastian Rieck, Heike Leitte

Abstract: Clustering algorithms support exploratory data analysis by grouping inputs that share similar features. Especially the clustering of unlabelled data is said to be a fiendishly difficult problem, beca...