Arief Koesdwiady

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

2018 · arXiv (Cornell University)

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 contents of time series through a distance function. …