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Auteur: Louis-Martin Rousseau
Type de publications: Articles publiés (RAC)
Année de début: 2021
Année de fin:
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Tri à l'intérieur de chaque année: Ordre alphabétique
Articles publiés (RAC)
Qu Yiyang, Shourabizadeh H., Subramanian A., Aleman Dionne M., Rousseau Louis-Martin, Law Arjun D., Viswabandya A., Michelis Fotios V., Differential impact of CD34+ cell dose for different age groups in allogeneic hematopoietic cell transplantation for acute leukemia: a machine learning-based discovery, Experimental Hematology, Vol. 141, 104684, 2025
Shourabizadeh H., Aleman Dionne M., Rousseau Louis-Martin, Zheng Katina, Bhat Mamatha, Classification-augmented survival estimation (CASE): A novel method for individualized long-term survival prediction with application to liver transplantation, PLOS ONE, Vol. 20 (1), e0315928, 2025
Bayani Mahdis, Rostami B., Adulyasak Y., Rousseau Louis-Martin, A Dual Bounding Framework Through Cost Splitting for Binary Quadratic Optimization, INFORMS Journal on Computing, Vol. 36 (6), 2024
Calderon Ramirez C., Rousseau Louis-Martin, et al., What are the views of Quebec and Ontario citizens on the tiebreaker criteria for prioritizing access to adult critical care in the extreme context of a COVID-19 pandemic?, BMC Medical Ethics, Vol. 25, 31, 2024
Cheng C., Adulyasak Y., Rousseau Louis-Martin, Robust Drone Delivery with Weather Information, Manufacturing & Service Operations Management, Vol. 26 (4), pp. 1402-1421, 2024
Cheng C., Yu Qinxiao, Adulyasak Y., Rousseau Louis-Martin, Distributionally robust facility location with uncertain facility capacity and customer demand, Omega, Vol. 122, 102959, 2024
Haouassi M., Kergosien Y., Mendoza Jorge E., Rousseau Louis-Martin, The picker routing problem in mixed-shelves, multi-block warehouses, International Journal of Production Research, Vol. 63 (4), pp. 1304-1325, 2024
Marty T., Boisvert L., Tristan François, Tessier Claude, Gautier Louis, Rousseau Louis-Martin, Cappart Quentin, Learning and fine-tuning a generic value-selection heuristic inside a constraint programming solver, Constraints, Vol. 29, pp. 234-260, 2024
Ricard L., Desaulniers G., Lodi Andrea, Rousseau Louis-Martin, Increasing schedule reliability in the multiple depot vehicle scheduling problem with stochastic travel time, Omega, Vol. 127, 103100, 2024
Shourabizadeh H., Aleman Dionne M., Rousseau Louis-Martin, Law Arjun D., Viswabandya A., Michelis Fotios V., Machine Learning for the Prediction of Survival Post-Allogeneic Hematopoietic Cell Transplantation: A Single-Center Experience, Acta Haematologica, Vol. 147 (3), pp. 280-291, 2024
Ta-Dinh Quy, Pham Tu-San, Ha Minh Hoang, Rousseau Louis-Martin, A reinforcement learning approach for the online dynamic home health care scheduling problem, Health Care Management Science, Vol. 27, pp. 650–664, 2024
Bentayeb D., Lahrichi Nadia, Rousseau Louis-Martin, On integrating patient appointment grids and technologist schedules in a radiology center, Health Care Management Science, Vol. 26 (1), pp. 62-78, 2023
Bentayeb D., Lahrichi Nadia, Rousseau Louis-Martin, On integrating patients appointment grids and technologist schedules in a radiology center, Health Care Management Science, Vol. 26 (1), pp. 62-78, 2023
Kafaei Peyman, Cappart Quentin, Chapados N., Pouya Hamed, Rousseau Louis-Martin, Dynamic Routing and Wavelength Assignment with Reinforcement Learning, INFORMS Journal on Optimization, Vol. 6 (1), 2023
Pham Tu-San, Legrain Antoine, De Causmaecker P., Rousseau Louis-Martin, A Prediction-Based Approach for Online Dynamic Appointment Scheduling: A Case Study in Radiotherapy Treatment, INFORMS Journal on Computing, Vol. 35 (4), pp. 844-868, 2023
Rudich Isaac, Cappart Quentin, Rousseau Louis-Martin, Improved Peel-and-Bound: Methods for Generating Dual Bounds with Multivalued Decision Diagrams, Journal of Artificial Intelligence Research (JAIR), Vol. 77, 2023
Zhou Hang, Qin Hu, Cheng C., Rousseau Louis-Martin, An Exact Algorithm for the Two-echelon Vehicle Routing Problem with Drones, Transportation Research B: Methodological, Vol. 168, pp. 124-150, 2023
Augustin A., Jouvet P., Lahrichi Nadia, Lodi Andrea, Rousseau Louis-Martin, A data-driven approach to include availability of ICU beds in the planning of the operating room, Omega, Vol. 109, 102608, 2022
Cappart Quentin, Bergman D., Rousseau Louis-Martin, Prémont-Schwarz I., Parjadis A., Improving Variable Orderings of Approximate Decision Diagrams Using Reinforcement Learning, INFORMS Journal on Computing, Vol. 34 (5), 2022
Gonzalez J.E., Cire A.A., Lodi Andrea, Rousseau Louis-Martin, BDD-Based Optimization for the Quadratic Stable Set Problem, Discrete Optimization, Vol. 44 - Part 2, 2022
Haouassi M., Kergosien Y., Mendoza Jorge E., Rousseau Louis-Martin, The integrated orderline batching, batch scheduling, and picker routing problem with multiple pickers: the benefits of splitting customer orders, Flexible Services and Manufacturing, Vol. 34, pp 614-645, 2022
Joshi C. K., Cappart Quentin, Rousseau Louis-Martin, Laurent T., Learning the travelling salesperson problem requires rethinking generalization, Constraints, Vol. 27, pp. 70–98, 2022
Ricard L., Desaulniers G., Lodi Andrea, Rousseau Louis-Martin, Predicting the probability distribution of bus travel time to measure the reliability of public transport services, Transportation Research Part C: Emerging Technologies, Vol. 138, #103619, 2022
Rimélé A., Gamache Michel, Gendreau Michel, Grangier P., Rousseau Louis-Martin, Robotic mobile fulfillment systems: a mathematical modelling framework for e-commerce applications, International Journal of Production Research, Vol. 60, (11), 2022
Bretin A., Desaulniers G., Rousseau Louis-Martin, The traveling salesman problem with time windows in postal services, Journal of the Operational Research Society, Vol. 72 (2), 2021
Cheng C., Adulyasak Y., Rousseau Louis-Martin, Robust facility location under demand uncertainty and facility disruptions, Omega, Volume 103, 102429, 2021
Cheng C., Adulyasak Y., Rousseau Louis-Martin, Robust facility location under disruptions, INFORMS Journal on Optimization, Vol. 3 (3), 2021
Gauthier G., Grangier P., Prescott-Gagnon E., Sabourin E., Rousseau Louis-Martin, A machine-learning-based system for predicting service level failures in supply chains, INFORMS Journal on Applied Analytics, 51(3):200-212., 2021
Grangier P., Gendreau Michel, Lehuédé F., Rousseau Louis-Martin, The vehicle routing problem with cross-docking and resource constraints, Journal of Heuristics, 27, pp. 31-61, 2021
Hashemi Doulabi Seyed Hossein, Jaillet P., Pesant Gilles, Rousseau Louis-Martin, Exploiting the structure of two-stage robust optimization models with exponential scenarios, INFORMS Journal on Computing, vol. 33(1), pp. 143-162 (publié en ligne le 15 juin 2020), janvier, 2021
Kafaei Peyman, Cappart Quentin, Renaud M.-A., Chapados N., Rousseau Louis-Martin, Graph neural networks and deep reinforcement learning for simultaneous beam orientation and trajectory optimization of Cyberknife, Physics in Medicine and Biology, Vol. 66 (21), 2021
Pham Tu-San, Rousseau Louis-Martin, De Causmaecker P., A two-phase approach for the Radiotherapy Scheduling Problem, Health Care Management Science, Vol. 25, pp. 191-207, 2021
Yu Qinxiao, Adulyasak Y., Rousseau Louis-Martin, Zhu Ning, Ma Shoufeng, Team orienteering with time-varying profit, INFORMS Journal on Computing, Vol. 34 (1), 2021
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