Time Series Analysis, Time Series Forecasting, Machine Learning, Deep Learning, Research.
This design allows STAD to maintain the benefits of channel independence while capturing necessary correlations to improve predictive accuracy. By aggregating channel statistics into a single core representation, STAD mitigates the risk of relying on potentially untrustworthy correlations in