crossrefApplied System Innovation2024-09-26Cited by 81
Machine Learning and Deep Learning Models for Demand Forecasting in Supply Chain Management: A Critical Review
Kaoutar Douaioui, Rachid Oucheikh, Othmane Benmoussa, Charif Mabrouki
This paper presents a comprehensive review of machine learning (ML) and deep learning (DL) models used for demand forecasting in supply chain management. By analyzing 119 papers from the Scopus database covering the period from 2015 to 2024, this study provides both macro- and mi…