Structural Analysis of Multivariate Point Clouds Using Simplicial Chains

Bastian Rieck, Heike Leitte

Abstract: We present simplicial chain graphs, a new visual metaphor for the analysis of multivariate point clouds. Our method first calculates the persistent homology of a data set. We represent topological fe...