Topological Data Analysis

Topological Data Analysis

Publications

We produce a topological chart of feature space and show that can be succesfully used for classification.

We study the structure of scientific collaborations under the lens of topological data analysis. We show that it provides a natural …

Simplicial complexes are a popular way to describe multi-node interactions explicitly. We propose here a candidate to a principled null …

Against the rapidly evolving landscape of data science, topological data analysis (TDA) has carved itself a niche for the analysis of …

Persistent homology analysis, a recently developed computational method in algebraic topology, is applied to the study of the phase …

We use a simplified network representation, called scaffolds, to show dramatic changes in the mesoscale homological structure of brain …

The statistical mechanical approach to complex networks is the dominant paradigm in describing natural and societal complex systems. …