20 citations · 20 across the 1 of their papers we have counts for
2 papers
cs.CG2025
The Walk-Length Filtration for Persistent Homology on Weighted Directed Graphs
David E. Muñoz, Elizabeth Munch, Firas A. Khasawneh
Directed graphs arise in many applications where computing persistent homology helps to encode the shape and structure of the input information. However, there are only a few ways…
cs.CG2022★ 20 cited
Temporal Network Analysis Using Zigzag Persistence
Audun Myers, David Muñoz, Firas Khasawneh +1
This work presents a framework for studying temporal networks using zigzag persistence, a tool from the field of Topological Data Analysis (TDA). The resulting approach is general…