Learning on Persistence Diagrams as Radon Measures

no code implementations • 16 Dec 2022 • Alex Elchesen, Iryna Hartsock, Jose A. Perea, Tatum Rask

Persistence diagrams are common descriptors of the topological structure of data appearing in various classification and regression tasks.

Topological data analysis of C. elegans locomotion and behavior

1 code implementation • 18 Feb 2021 • Ashleigh Thomas, Kathleen Bates, Alex Elchesen, Iryna Hartsock, Hang Lu, Peter Bubenik

We apply topological data analysis to the behavior of C. elegans, a widely-studied model organism in biology.

Time Series Analysis Topological Data Analysis Algebraic Topology Quantitative Methods 55N31 (Primary), 62R40 (Secondary)