Time Series Analysis, Time Series Forecasting, Machine Learning, Deep Learning, Research.
non-stationary time series. Figure 2:The comparison of the STAD module and several common modules, like attention, GNN and mixer. These modules employ a distributed structure to perform the interaction, which relies on the quality of each channel. On the contrary, our STAD module utilizes a