14 citations · 46 across the 14 of their papers we have counts for
4 papers · 1 filter
The value of point of sales information in upstream supply chain forecasting: an empirical investigation
Mahdi Abolghasemi, Bahman Rostami-Tabar, Aris Syntetos
Traditionally, manufacturers use past orders (received from some downstream supply chain level) to forecast future ones, before turning such forecasts into appropriate inventory an…
Forecasting sales with Bayesian networks: a case study of a supermarket product in the presence of promotions
Muhammad Hamza, Mahdi Abolghasemi, Abraham Oshni Alvandi
Sales forecasting is the prerequisite for a lot of managerial decisions such as production planning, material resource planning and budgeting in the supply chain. Promotions are on…
State-of-the-art predictive and prescriptive analytics for IEEE CIS 3rd Technical Challenge
Mahdi Abolghasemi, Rasul Esmaeilbeigi
In this paper, we describe our proposed methodology to approach the predict+optimise challenge introduced in the IEEE CIS 3rd Technical Challenge. The predictive model employs an e…
How to effectively use machine learning models to predict the solutions for optimization problems: lessons from loss function
Mahdi Abolghasemi, Babak Abbasi, Toktam Babaei +1
Using machine learning in solving constraint optimization and combinatorial problems is becoming an active research area in both computer science and operations research communitie…