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Abdellaoui, A., Benabbou, L., & El Hallaoui, I. (2024). Towards a connection between the capacitated vehicle routing problem and the constrained centroid-based clustering. (Rapport technique n° G-2024-24). Lien externe
Adam, L., Pellerin, R., & Agard, B. (février 2024). Enhancing maintenance spare parts inventory management method with data-driven demand forecasting [Communication écrite]. 4th IFSA winter-conference on automation, roboticss & communications for industry 4.0/5.0 (ARCT 2024), Innsbruck, Austria. Lien externe
Al-Sakkari, E.R. A., Ragab, A., Dagdougui, H., Boffito, D. C., & Amazouz, M. (2024). Carbon capture, utilization and sequestration systems design and operation optimization: Assessment and perspectives of artificial intelligence opportunities. Science of the Total Environment, 917, 170085 (32 pages). Lien externe
Aldirany, Z., Cottereau, R., Laforest, M., & Prudhomme, S. (2024). Multi-level neural networks for accurate solutions of boundary-value problems. Computer Methods in Applied Mechanics and Engineering, 419, 116666 (23 pages). Lien externe
Aldirany, Z., Cottereau, R., Laforest, M., & Prudhomme, S. (2024). Operator approximation of the wave equation based on deep learning of Green's function. Computers & Mathematics with Applications, 159, 21-30. Lien externe
Amer, M., Abuelnasr, A., Ali, M., Hassan, A., Trigui, A., Ragab, A., Sawan, M., & Savaria, Y. (2024). Enhanced dynamic regulation in Buck Converters: integrating input-voltage feedforward with voltage-mode feedback. IEEE Access, 12, 7310-7328. Disponible
Assiélou, N. G., & Bourgault, M. (2024). Critical factors inhibiting information and communication technology (ICT) adoption in Côte d'Ivoire: a study of small and medium enterprises (SMEs) in metropolitan Abidjan. International Journal of Technology, Policy and Management, 24(1), 19-49. Lien externe
Bani, A., Er Raqabi, E. M., El Hallaoui, I., & Corréa, A. I. (2024). The petrol replenishment problem : a case study from West Africa. (Rapport technique n° G-2024-19). Lien externe
Barry, A.-S., Quesnel, F., El Hallaoui, I., & Soumis, F. (2024). Algorithme primal ajoutant des variables pour le problème du partitionnement d'emsemble généralisé. (Rapport technique n° G-2024-11). Lien externe
Bayani, M., Rostami, B., Adulyasak, Y., & Rousseau, L.-M. (2024). A Dual Bounding Framework Through Cost Splitting for Binary Quadratic Optimization. Informs Journal on Computing, 22-22. Lien externe
Boeira, J. S., Boulay, A.-M., Jacob, M., Dardor, D., Pedenaud, P., & Margni, M. (mars 2024). Use of the Life Cycle Approach for the Evaluation of Industrial Water Management Alternatives [Communication écrite]. SPE Water Lifecycle Management Conference and Exhibition, Abu Dhabi, UAE. Lien externe
Bongiovanni, C., Geroliminis, N., & Kaspi, M. (2024). A ride time-oriented scheduling algorithm for dial-a-ride problems. Computers & Operations Research, 165, 11-11. Lien externe
Bouchet, P.-Y., Audet, C., & Bourdin, L. (2024). Convergence towards a local minimum by direct search methods with a covering step. (Rapport technique n° G-2024-TBD). Lien externe
Castillo-Sánchez, J.-R., Salloum-Abou-Jaoude, G., Gheribi, A. E., Lafaye, P., Oishi, K., Masse, J.-P., Bousser, É., L'Espérance, G., & Harvey, J.-P. (2024). Synthesis and characterization of (Al,Si)₃(Zr,Ti)-D0₂₂/D0₂₃ intermetallics: Understanding the stability of silicon substitution. Acta Materialia, 262, 119455 (18 pages). Disponible
Cheng, C., Yu, Q., Adulyasak, Y., & Rousseau, L.-M. (2024). Distributionally robust facility location with uncertain facility capacity and customer demand. Omega, 122, 16 pages. Lien externe
Couture, L., Passalacqua, M., Joblot, L., Magnani, F., Pellerin, R., & Léger, P.-M. (février 2024). Enhancing operator engagement during AI-assisted manufacturing work using optimal state deviation feedback system [Communication écrite]. 4th Winter IFSA Conference on Automation, Robotics & Communications for Industry 4.0/5.0 (ARCI 2024), Innsbruck, Austria (9 pages). Lien externe
Debarre, L., Boulay, A.-M., & Margni, M. (2024). Correction to: Freshwater consumption and domestic water deprivation in LCIA: revisiting the characterization of human health impacts (The International Journal of Life Cycle Assessment, (2022), 27, 5, (740-754), 10.1007/s11367-022-02054-9). International Journal of Life Cycle Assessment, 1 page. Lien externe
Diouane, Y., Kungurtsev, V., Rinaldi, F., & Zeffiro, D. (2024). Inexact direct-search methods for bilevel optimization problems. Computational Optimization and Applications, 22-22. Lien externe
Ducharme, C., Agard, B., & Trépanier, M. (2024). Improving demand forecasting for customers with missing downstream data in intermittent demand supply chains with supervised multivariate clustering. Journal of Forecasting, 3095 (21 pages). Lien externe
Duval, L., Majeau-Bettez, G., Saunier, F., Maréchal, F., & Margni, M. (2024). Optimization of the end-of-life tire repartition within the European treatment system to minimize its environmental impacts. Journal of Industrial Ecology, 13474 (15 pages). Lien externe
Fischer, V., Pacheco Paneque, M., Legrain, A., & Burgy, R. (2024). A capacitated multi-vehicle covering tour problem on a road network and its application to waste collection. European Journal of Operational Research, 315(1), 338-353. Disponible
Fontaine, L., Legros, R., & Frayret, J.‐M. (2024). Solid waste generation prediction model framework using socioeconomic and demographic factors with real-time MSW collection data. Waste Management & Research, 15 pages. Disponible
Fowkes, J., Lister, A., Montoison, A., & Orban, D. (2024). LibHSL : the ultimate collection for large-scale scientific computation. (Rapport technique n° G-2024-06). Lien externe
Gholami, A., Mozaffari, M., & Pirbalouti, R. G. (2024). Prioritization of HSE Management Risks in the Management of Construction Projects (Non-Mechanized Tunnel) by Monte Carlo Modeling Method. Dans Progressive Decision-Making Tools and Applications in Project and Operation Management: Approaches, Case Studies, Multi-criteria Decision-Making, Multi-objective Decision-Making, Decision under Uncertainty (Vol. 518, 191-219). Lien externe
Ghorbani, M., Nourelfath, M., & Gendreau, M. (2024). Stochastic programming for selective maintenance optimization with uncertainty in the next mission conditions. Reliability Engineering and System Safety, 241, 109624 (14 pages). Lien externe
Gruber, M., & Crispeels, T. (2024). Unravelling the process of idea generation and assessment during the PhD trajectory: A case study approach. Higher Education Quarterly, 12523 (20 pages). Lien externe
He, J., Khebbache, S., Anjos, M. F., & Hadji, M. (février 2023). Predictive Maintenance Optimization Under Stochastic Production in Complex Systems [Communication écrite]. 11th International Conference (ICORES 2022) & 12th International Conference (ICORES 2023). Lien externe
He, P., Jin, J. G., Trépanier, M., & Schulte, F. (2024). A column-generation matheuristic approach for optimizing first-mile ridesharing services with publicly- and privately-owned autonomous vehicles. Transportation Research Part C: Emerging Technologies, 160, 104516 (27 pages). Lien externe
Hertz, A., Bonte, S., Devillez, G., & Melot, H. (2024). The average size of maximal matchings in graphs. Journal of Combinatorial Optimization, 47(3), 46 (34 pages). Lien externe
Hichmani, M., Laforest, M., & Zaoui, E. M. (avril 2023). Mixed finite element method in 3D for a nonlinear eddy current problem [Communication écrite]. 9th International Conference on Modeling, Simultation and Appllied Optimization (ICMSAO 2023), Marrakesh,, Morocco. Publié dans AIP Conference Proceedings, 3034(1). Lien externe
Kaddoura, M., Majeau-Bettez, G., Amor, B., Poirier, D., & Margni, M. (2024). Estimating and reducing dissipative losses in thermal spray: A parametrized material flow analysis approach. Journal of Cleaner Production, 450, 141978 (9 pages). Lien externe
Kallel, A., Masmoudi, R., Bissonnette, B., & Joanis, M. (2024). Bond behavior of CFRP reinforcement systems with concrete under static and fatigue loading. Construction and Building Materials, 426, 136000 (13 pages). Lien externe
Kazemi, H., Nourelfath, M., & Gendreau, M. (2024). The multi-factory two-stage assembly scheduling problem. Journal of Industrial Information Integration, 38, 100574 (14 pages). Lien externe
Keivanpour, S. (2024). Circular economy in engineering design and production : concepts, methods and applications. Lien externe
Lefebvre, M. (2024). Exact solution to a first-passage problem for an Ornstein-Uhlenbeck process with jumps and its integral. Statistics & Probability Letters, 205, 109956 (5 pages). Lien externe
Lefebvre, M. (2024). On the ability of engineering students to get correct answers in mathematics examinations. Acta et Commentationes Sciences of Education, 34(4), 6 pages. Lien externe
Legrain, A., & Omer, J. (2024). A dedicated pricing algorithm to solve a large family of nurse scheduling problems with branch-and-price. INFORMS Journal on Computing, 21 pages. Lien externe
Leveque, B., Irakiza Shyaka, A., Ndong, M., Jalbert, J., Burnet, J.-B., Kammoun, R., Dorner, S., & Bichai, F. (2024). Assessing the vulnerability of urban drinking water intakes to water scarcity under global change: A bottom-up approach. Environmental challenges, 15, 11 pages. Lien externe
Li, H., Yazdi, M., Nedjati, A., Moradi, R., Adumene, S., Dao, U., Moradi, A., Haghighi, A., Obeng, F. E., Huang, C.-G., Kang, H. S., Pirbalouti, R. G., Zarei, E., Dehghan, M., Darvishmotevali, M., Ghasemi, P., Fard, P. S., & Garg, H. (2024). Harnessing AI for Project Risk Management: A Paradigm Shift. Dans Progressive Decision-Making Tools and Applications in Project and Operation Management: Approaches, Case Studies, Multi-criteria Decision-Making, Multi-objective Decision-Making, Decision under Uncertainty (Vol. 518, 253-272). Lien externe
Mikhail, M., Ouali, M.-S., & Yacout, S. (2024). A data-driven methodology with a nonparametric reliability method for optimal condition-based maintenance strategies. Reliability Engineering and System Safety, 241, 109668 (11 pages). Lien externe
Mortazavi, E., Doyon-Poulin, P., Imbeau, D., & Robert, J.-M. (2024). Identifying the importance of UX dimensions for different software product categories. Interacting with Computers, iwae001 (21 pages). Accès restreint
Murray, B. A., Coops, N. C., Winiwarter, L., White, J. C., Dick, A., Barbeito, I., & Ragab, A. (2024). Estimating tree species composition from airborne laser scanning data using point-based deep learning models. ISPRS Journal of Photogrammetry and Remote Sensing, 207, 282-297. Lien externe
Neumann, A., Hajji, A., Rekik, M., & Pellerin, R. (2024). Integrated planning and scheduling of engineer-to-order projects using a Lamarckian Layered Genetic Algorithm. International Journal of Production Economics, 267, 109077 (17 pages). Lien externe
Niamié, Y. O., Housti, Y., & Germain, O. (2024). Et si l'effectuation ne permettait pas de mieux pivoter en période de crise? Exploration des conduites de PME en contexte de COVID-19. Journal of Small Business & Entrepreneurship, 2321773. Lien externe
Passalacqua, M., Cabour, G., Pellerin, R., Léger, P.-M., & Doyon-Poulin, P. (2024). Human-centered AI for industry 5.0 (HUMAI5.0) : design framework and case studies. Dans Human-centered AI : a multidisciplinary perspective for policy-makers, auditors and users (260-274). Lien externe
Passalacqua, M., Pellerin, R., Yahia, E., Magnani, F., Rosin, F., Joblot, L., & Leger, P.-M. (2024). Practice With Less AI Makes Perfect: Partially Automated AI During Training Leads to Better Worker Motivation, Engagement, and Skill Acquisition. International Journal of Human-Computer Interaction, 2319914 (21 pages). Lien externe
Patel, K. K., Desaulniers, G., & Lodi, A. (2024). An improved column-generation-based matheuristic for learning classification trees. Computers & Operations Research, 165, 106578 (12 pages). Lien externe
Perrier, N., Bled, A., Bourgault, M., Cousin, N., Danjou, C., Pellerin, R., & Roland, T. (2024). Construction 4.0 : a comparative analysis of research and practice. Journal of Information Technology in Construction, 29, 24 pages. Lien externe
Rahmaniani, R., Crainic, T. G., Gendreau, M., & Rei, W. (2024). An asynchronous parallel benders decomposition method for stochastic network design problems. Computers & Operations Research, 162, 106459 (15 pages). Lien externe
Ramirez, C. C., Farmer, Y., Frolic, A., Bravo, G., Gaucher, N. O., Payot, A., Opatrny, L., Poirier, D., Dahine, J., L'Esperance, A., Downar, J., Tanuseputro, P., Rousseau, L.-M., Dumez, V., Descoteaux, A., Dallaire, C., Laporte, K., & Bouthillier, M.- (2024). 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, 25(1), 14-14. Lien externe
Rather, B. A., Aouchiche, M., Imran, M., & El Hallaoui, I. (2024). On distance Laplacian spectral ordering of some graphs. Journal of Applied Mathematics and Computing, 70, 867-892. Lien externe
Sadana, U., Chenreddy, A., Delage, E., Forel, A., Frejinger, E., & Vidal, T. (2024). A survey of contextual optimization methods for decision-making under uncertainty. European Journal of Operational Research, 19 pages. Lien externe
Sampaio, R. A., Dias Garcia, J., Poggi, M., & Vidal, T. (2024). Regularization and optimization in model-based clustering. Pattern Recognition, 150, 110310 (14 pages). Lien externe
Saves, P., Lafage, R., Bartoli, N., Diouane, Y., Bussemaker, J., Lefebvre, T., Hwang, J. T., Morlier, J., & Martins, J. R. R. A. (2024). SMT 2.0: A Surrogate Modeling Toolbox with a focus on hierarchical and mixed variables Gaussian processes. Advances in Engineering Software, 188, 103571 (16 pages). Lien externe
Schettini, T., Gendreau, M., Jabali, O., & Malucelli, F. (2024). A pattern-based timetabling strategy for a short-turning metro line. Public Transport, 16, 37 pages. Lien externe
Serrano, B., Minner, S., Schiffer, M., & Vidal, T. (2024). Bilevel optimization for feature selection in the data-driven newsvendor problem. European Journal of Operational Research, 315(2), 703-714. Disponible
Shahnejat Bushehri, A., Amirnia, A., Belkhiri, A., Keivanpour, S., De Magalhaes, F. G., & Nicolescu, G. (2024). Deep Learning-Driven Anomaly Detection for Green IoT Edge Networks. IEEE Transactions on Green Communications and Networking, 8(1), 498-513. Lien externe
Stringer, T., Joanis, M., & Abdoli, S. (2024). Power generation mix and electricity price. Renewable Energy, 221, 119761 (9 pages). Lien externe
Tfaily, A., Diouane, Y., Bartoli, N., & Kokkolaras, M. (2024). Bayesian optimization with hidden constraints for aircraft design. (Rapport technique n° G-2024-10). Lien externe
Trépanier, M., & Munizaga, M. (2024). Workshop Synthesis: Leveraging Household Survey and Fare Collection Data in Public transport. Transportation Research Procedia, 76, 555-561. Lien externe
Vadeboncoeur, D., Pellerin, R., & Danjou, C. (février 2024). Assessing the influence of human factors on overall labor effectiveness in manufacturing : a comprehensive literature review [Communication écrite]. 4th IFSA winter-conference on automation, roboticss & communications for industry 4.0/5.0 (ARCT 2024), Innsbruck, Austria. Lien externe
Warin, T., D'Anglade, P. M., & De Marcellis-Warin, N. (février 2024). Balancing speed and stability : a digital twin-driven efficiency frontier approach in pulp and paper industry operations [Communication écrite]. 4th IFSA winter-conference on automation, roboticss & communications for industry 4.0/5.0 (ARCT 2024), Innsbruck, Austria. Lien externe
Xu, M., Akhtar, S., Mohit, M., Zueter, A. F., & Sasmito, A. P. (2024). Asymptotic analysis of a two-phase Stefan problem in an annulus with the convective boundary. International Journal of Thermal Sciences, 196, 108744 (16 pages). Lien externe
Yakob, N., Laliberté, S., Doyon-Poulin, P., Jouvet, P. A., & Noumeir, R. (2024). Data representation structure to support clinical decision-making in the pediatric intensive care unit: Interview study and preliminary decision support interface design. JMIR Formative Research, 8(1), e49497 (21 pages). Disponible
Zhao, Z., Cheng, J., Liang, J., Liu, S., Zhou, M.C., & Al-Turki, Y. (2024). Order Picking Optimization in Smart Warehouses With Human-Robot Collaboration. IEEE Internet of Things Journal, 3352658 (12 pages). Lien externe
