Feature Extraction for Change-Point Detection using Stationary Subspace Analysis

Duncan Blythe, Paul von Bünau, Frank Meinecke +1

Detecting changes in high-dimensional time series is difficult because it involves the comparison of probability densities that need to be estimated from finite samples. In this pa…