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stat.ME2021
An Encoding Approach for Stable Change Point Detection
Xiaodong Wang, Fushing Hsieh
Without imposing prior distributional knowledge underlying multivariate time series of interest, we propose a nonparametric change-point detection approach to estimate the number o…
stat.ME2021★ 1 cited
Discovering Multiple Phases of Dynamics by Dissecting Multivariate Time Series
Xiaodong Wang, Fushing Hsieh
We proposed a data-driven approach to dissect multivariate time series in order to discover multiple phases underlying dynamics of complex systems. This computing approach is devel…