106 citations · 200 across the 11 of their papers we have counts for
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stat.ML2022★ 7 cited
Persistent Homology of Coarse Grained State Space Networks
Audun D. Myers, Max M. Chumley, Firas A. Khasawneh +1
This work is dedicated to the topological analysis of complex transitional networks for dynamic state detection. Transitional networks are formed from time series data and they lev…
stat.ML2022★ 4 cited
Topological Signal Processing using the Weighted Ordinal Partition Network
Audun Myers, Firas A. Khasawneh, Elizabeth Munch
One of the most important problems arising in time series analysis is that of bifurcation, or change point detection. That is, given a collection of time series over a varying para…