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Yassine YAAKOUBI
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Year
Machine learning in airline crew pairing to construct initial clusters for dynamic constraint aggregation
Y Yaakoubi, F Soumis, S Lacoste-Julien
EURO Journal on Transportation and Logistics 9 (4), 100020, 2020
262020
An improved integral column generation algorithm using machine learning for aircrew pairing
A Tahir, F Quesnel, G Desaulniers, I El Hallaoui, Y Yaakoubi
Transportation Science 55 (6), 1411-1429, 2021
232021
Structured convolutional kernel networks for airline crew scheduling
Y Yaakoubi, F Soumis, S Lacoste-Julien
International Conference on Machine Learning, 11626-11636, 2021
142021
Flight-connection prediction for airline crew scheduling to construct initial clusters for OR optimizer
Y Yaakoubi, F Soumis, S Lacoste-Julien
arXiv preprint arXiv:2009.12501, 2020
112020
Combiner intelligence artificielle et programmation mathématique pour la planification des horaires des équipages en transport aérien
Y Yaakoubi
Ecole Polytechnique, Montreal (Canada), 2019
72019
Learning to schedule heuristics for the simultaneous stochastic optimization of mining complexes
Y Yaakoubi, R Dimitrakopoulos
Computers & Operations Research 159, 106349, 2023
22023
Learning to branch for the crew pairing problem
P Pereira, E Courtade, D Aloise, F Quesnel, F Soumis, Y Yaakoubi
Les Cahiers du GERAD ISSN 711, 2440, 2022
22022
Learning to schedule heuristics for the simultaneous stochastic optimization of mining complexes
Y Yaakoubi, R Dimitrakopoulos
arXiv preprint arXiv:2202.12866, 2022
22022
A Data-Driven Approach for the Simultaneous Stochastic Optimization of Mining Complexes
Y Yaakoubi, R Dimitrakopoulos
IFAC-PapersOnLine 55 (21), 67-72, 2022
22022
Learning on Graphs for Mineral Asset Valuation Under Supply and Demand Uncertainty
Y Yaakoubi, H Radi, R Dimitrakopoulos
arXiv preprint arXiv:2212.03865, 2022
2022
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