Abstract: Deep learning models employing the Transformer architecture have demonstrated exceptional performance in the field of multivariate time series forecasting research. However, these models ...

Abstract: In retail, demand forecasting is crucial for managing inventory, enhancing efficiency, and ensuring customer satisfaction. Traditional methods often fail to capture complex data patterns, ...