Stecformer: Spatio-temporal Encoding Cascaded Transformer for Multivariate Long-term Time Series Forecasting

no code implementations • 25 May 2023 • Zheng Sun, Yi Wei, Wenxiao Jia, Long Yu

With the development of transformer-based methods, the performance of multivariate long-term time series forecasting has been significantly improved, however, the study of spatial features extracting in transformer-based model is rare and the consistency of different prediction periods is unsatisfactory due to the large span.

Time Series Time Series Forecasting +1