There are many strategic advantages to using data. Data often present methodological challenges due to their complex nature or structure, their large size, their degree of confidentiality or even sometimes their scarcity or poor quality. This line of research focuses on the design of mathematical, statistical and machine learning tools for processing, analyzing and modeling data for descriptive, predictive and prescriptive purposes.
Cahiers du GERAD
This paper develops an efficient hybrid algorithm to solve the credit scoring problem. We use statistical mathematical programming to develop new classificat...BibTeX reference
Perturbations are universal in supply chains, and their appearance is getting more frequent in the past few years. These perturbations affect industries and ...BibTeX reference
Recommender systems provide personalized recommendations to their users for items and services. They do that using a model that is tailored to each user to i...BibTeX reference
Wei Chen – Northwestern University
Matthieu Gruson – Assistant Professor, Université du Québec à Montréal
Christina Liepold – Technical University of Munich