math.AT, stat.AP, stat.ML

Persistent Homology of Time Series through Complex Networks

arXiv:2605.01624v1 Announce Type: cross
Abstract: We present a unified pipeline for univariate time series classification via complex networks and persistent homology. A time series is mapped to a graph through one of five constructions across three f…