Time Series Analysis, Time Series Forecasting, Machine Learning, Deep Learning, Research.
channel pair and result in quadratic complexity, STAD reduces this complexity to linear by employing a centralized strategy. It aggregates information from all series into a global core representation and then dispatches this core information back to individual series representations, enabling