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

no code implementations • 4 Mar 2018 • Arief Koesdwiady, Fakhri Karray

This paper presents a practical approach for detecting non-stationarity in time series prediction.

Time Series Time Series Prediction

New Results on Multi-Step Traffic Flow Prediction

no code implementations • 4 Mar 2018 • Arief Koesdwiady, Fakhri Karray

Multi-step traffic flow prediction extends this set-up to the case where predicting multiple time-steps into the future based on some finite history is of interest.

Data Augmentation Generative Adversarial Network