S. Alsaif

A systematic benchmarking pipeline for demand forecasting and inventory-aware supply chain decision support

Demand forecasting has been shown to be one of the key facilitators of successful supply chain and inventory management. In this work, we introduce a benchmarking pipeline for demand forecasting in retail that includes data preprocessing, comparative benchmarking of different machine learning/deep learning (ML/DL) appr...