Wenqiang Zhao

Enhancing Multivariate Time Series Forecasting with Multi-scale Moving Transformation

Recently the performance of long-term time series forecasting has been greatly improved by deep models. In this paper, we propose a general framework called Multi-scale Moving Transformation (MMT) that can be applied to the state-of-the-art models of time series forecasting tasks. Via comparative ex…