SAFE: Spectral Evolution Analysis Feature Extraction for Non-Stationary Time Series Prediction

Arief Koesdwiady, Fakhri Karray

This paper presents a practical approach for detecting non-stationarity in time series prediction. This method is called SAFE and works by monitoring the evolution of the spectral…