Enhancing cluster analysis via topological manifold learning

Moritz Herrmann, Daniyal Kazempour, Fabian Scheipl +1

We discuss topological aspects of cluster analysis and show that inferring the topological structure of a dataset before clustering it can considerably enhance cluster detection: t…