Persistent Homology of Complex Networks for Dynamic State Detection
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DOI: 10.1103/physreve.100.022314
Abstract: In this paper we develop an alternative topological data analysis (TDA) approach for studying graph representations of time series of dynamical systems. Specifically, we show how persistent homology, a tool from TDA, can be used… read more here.
Keywords: homology complex; time series; complex networks; homology ... See more keywords