Dynamic Modes as Time Representation for Spatiotemporal Forecasting

Menglin Kong, Vincent Zhihao Zheng, Xudong Wang +1

This paper introduces a data-driven time embedding method for modeling long-range seasonal dependencies in spatiotemporal forecasting tasks. The proposed approach employs Dynamic M…