Handling Concept Drift in Global Time Series Forecasting

Ziyi Liu, Rakshitha Godahewa, Kasun Bandara +1

Machine learning (ML) based time series forecasting models often require and assume certain degrees of stationarity in the data when producing forecasts. However, in many real-worl…