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Arnold, F., Santana, I., Sorensen, K., & Vidal, T.V. (2021). PILS: Exploring high-order neighborhoods by pattern mining and injection. Pattern Recognition, 116, 10 pages. Lien externe
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Audet, C., Bigeon, J., & Couderc, R. (2021). Combining Cross-Entropy and MADS Methods for Inequality Constrained Global Optimization. Operations Research Forum, 2(3), 26 pages. Lien externe
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Azzamouri, A., Baptiste, P., Dessevre, G., & Pellerin, R. (2021). Demand Driven Material Requirements Planning (DDMRP): A systematic review and classification. Journal of Industrial Engineering and Management, 14(3), 18 pages. Lien externe
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Beaudry, C., Burger-Helmchen, T., & Cohendet, P. (2021). Editorial: Innovation policies and practices within innovation ecosystems. Industry and Innovation, 28(5), 535-544. Lien externe
Beaudry, C., Elgie, S., Flood, G., Fowlie, A., Mercer, D., Mussar, K., & Olewiler, N. (2021). Recommandations sur les efforts de réponse réglementaire à la pandémie de COVID-19, troisième série d'examens réglementaires, innovation, numérisation et consultation et engagement. (Rapport technique). Lien externe
Beaudry, C., Rodriguez Blanco, C. M., Diagne, B., Mirnezami, S. R., & Tahmooresnejad, L. (2021). Les défis futurs de la politique scientifique au Québec. (Rapport technique). Non disponible
Belbahri, M., Murua, A., Gandouet, O., & Partovi Nia, V. (2021). Qini-based uplift regression. Annals of Applied Statistics, 15(3), 1247-1272. Lien externe
Bellahsen, A., & Dagdougui, H. (2021). Aggregated short-term load forecasting for heterogeneous buildings using machine learning with peak estimation. Energy and Buildings, 237, 12 pages. Lien externe
Ben Slimen, M. S. (2021). Une généralisation de l'analyse en composantes indépendantes pour le débruitage des signaux de parole [Mémoire de maîtrise, Polytechnique Montréal]. Disponible
Ben Slimene, M. (2021). Méthodologie de regroupement interprétable des profils de dégradation de systèmes en exploitation [Mémoire de maîtrise, Polytechnique Montréal]. Disponible
Bengio, Y., Lodi, A., & Prouvost, A. (2021). Machine learning for combinatorial optimization: A methodological tour d'horizon. European Journal of Operational Research, 290(2), 405-421. Lien externe
Benkarim, A., & Imbeau, D. (2021). Organizational Commitment and Lean Sustainability: Literature Review and Directions for Future Research. Sustainability, 13(6), 3357 (24 pages). Disponible
Bergman, D., Huang, T., Brooks, P., Lodi, A., & Raghunathan, A. U. (2021). JANOS: An Integrated Predictive and Prescriptive Modeling Framework. INFORMS Journal on Computing, 34(2), 807-816. Lien externe
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Bigeon, J., Le Digabel, S., & Salomon, L. (2021). DMulti-MADS: mesh adaptive direct multisearch for bound-constrained blackbox multiobjective optimization. Computational Optimization and Applications, 79(2), 301-338. Lien externe
Binet, F. (2021). Modélisation de l'apport des stratégies d'économie circulaire sur la mitigation des impacts environnementaux d'un secteur industriel et de sa chaine de valeur [Mémoire de maîtrise, Polytechnique Montréal]. Disponible
Binet, F., Saunier, F., & Margni, M. (2021). Assessing the mitigation potential of environmental impacts from circular economy strategies on an industrial sector and its value chain: a case study on the steel value chain in Quebec. Frontiers in Sustainability, 2, 738890 (14 pages). Disponible
Bingane, C., Anjos, M. F., & Le Digabel, S. (juillet 2021). CONICOPF: conic relaxations for AC optimal power flow computations [Communication écrite]. IEEE Power and Energy Society General Meeting (PESGM 2021), Washington, D.C., USA (5 pages). Lien externe
Bingane, C., Anjos, M. F., & Le Digabel, S. (juillet 2021). Tight-and-cheap conic relaxation for the optimal reactive power dispatch problem [Communication écrite]. 2021 IEEE Power and Energy Society General Meeting (PESGM 2021), Washington, D.C., USA (1 page). Lien externe
Bissonnette, J. (2021). Développement de méthodes d'échantillonnage de particules de poudre modifiées lors d'impressions par FSL de l'alliage de titane Ti64 [Mémoire de maîtrise, Polytechnique Montréal]. Disponible
Bobbio, F., Carvalho, M., Torrico, A., & Lodi, A. (juillet 2021). Optimal capacity expansion in the college admission [Communication écrite]. 31st European Conference on Operational Research (EURO 2021). Non disponible
Bonvin, G., Demassey, S., & Lodi, A. (2021). Pump scheduling in drinking water distribution networks with an LP/NLP-based branch and bound. Optimization and Engineering, 22(3), 1275-1313. Lien externe
Boudina, A., Ben Ali, M., Pellerin, R., & Danjou, C. (mai 2021). Estimation du poids et du volume des fruits et légumes via les technologies d'imagerie et de vision par ordinateur : état de l'art [Communication écrite]. Congrès international de génie industriel (CIGI Qualita 2021), Grenoble, France. Non disponible
Bourbonnais, P.-L., Morency, C., Trépanier, M., & Martel-Poliquin, É. (2021). Transit network design using a genetic algorithm with integrated road network and disaggregated O–D demand data. Lien externe
Bourret, Q., Charland, J., Imbeau, D., Brouillette, D., & Djire, J.-B. (juin 2021). Ergo4All: An Ergonomic Guidance Tool for Non-ergonomist [Communication écrite]. 21st Congress of the International Ergonomics Association (IEA 2021). Lien externe
Bretin, A. (2021). Optimisation spatio-temporelle des routes pour les problèmes de livraison de colis par services postaux [Thèse de doctorat, Polytechnique Montréal]. Disponible
Bretin, A., Desaulniers, G., & Rousseau, L.-M. (2021). The traveling salesman problem with time windows in postal services. Journal of the Operational Research Society, 72(2), 383-397. Lien externe
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Brunet, C. M., Savadogo, O., Baptiste, P., Bouchard, M. A., Cholez, C., Gendron, C., & Merveille, N. (2021). The three paradoxes of the energy transition - Assessing sustainability of large-scale solar photovoltaic through multi-level and multi-scalar perspective in Rwanda. Journal of Cleaner Production, 288. Lien externe
Burlet-Vienney, D., Chinniah, Y. A., Gonzalez-Cortes, A., Ben Mosbah, A., Ouellet, C., & Bahloul, A. (juillet 2021). Risk assessment tool and prevention through design for confined space entries : an approach based on safety of machinery [Communication écrite]. 10th International Conference on the Safety of Industrial Automated Systems (SIAS 2020), Aichi, Japan (6 pages). Non disponible
Burlet-Vienney, D., Chinniah, Y. A., Nokra, A., & Ben Mosbah, A. (2021). Safety in the Quebec construction industry: An overview of and possible improvements in hazardous energy control using lockout on construction sites by electricians, pipefitters, refrigeration mechanics and construction millwrights. Safety Science, 144, 10 pages. Lien externe
Bushehri, A. S., Keivanpour, S., Azam, M., & Nicolescu, G. (décembre 2021). Anomalous energy detection for resource-constrained embedded systems using tracing data analysis [Communication écrite]. 2021 International Conference on Electrical, Computer, and Energy Technologies (ICECET 2021), Cape Town, South Africa (8 pages). Lien externe
Cabour, G., Ledoux, É., & Bassetto, S. (juin 2021). Extending System Performance Past the Boundaries of Technical Maturity: Human-Agent Teamwork Perspective for Industrial Inspection [Communication écrite]. 21st Congress of the International Ergonomics Association (IEA 2021). Lien externe
Cadoret, T., Danjou, C., & Le Duigou, J. (mars 2021). Intégration horizontale au service du PLM : un état de l'art [Communication écrite]. 17ème colloque national S-mart AIP-PRIMECA (s-mart 2021). Non disponible
Cadoret, T., Danjou, C., & Le Duigou, J. (mai 2021). Intégration verticale pour le pilotage des systèmes de production : un état de l'art [Communication écrite]. Congrès international de génie industriel (CIGI Qualita 2021), Grenoble, France. Non disponible
Camiat, F., Restrepo, M. I., Chauny, J.-M., Lahrichi, N., & Rousseau, L.-M. (2021). Productivity-driven physician scheduling in emergency departments. Health Systems, 10(2), 104-117. Lien externe
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Cappart, Q., Moisan, T., Rousseau, L.-M., Prémont-Schwarz, I., & Cire, A. A. (février 2021). Combining Reinforcement Learning and Constraint Programming for Combinatorial Optimization [Communication écrite]. 35th AAAI Conference on Artificial Intelligence / 33rd Conference on Innovative Applications of Artificial Intelligence / 11th Symposium on Educational Advances in Artificial Intelligence. Publié dans Proceedings of the ... AAAI Conference on Artificial Intelligence, 35(5). Lien externe
Carreau, J., & Guinot, V. (2021). A PCA spatial pattern based artificial neural network downscaling model for urban flood hazard assessment. Advances in Water Resources, 147, 15 pages. Lien externe
Carrières, V. (2021). Utilisation des données d'une plateforme de traçabilité blockchain pour l'amélioration des ACV [Mémoire de maîtrise, Polytechnique Montréal]. Disponible
Carrieres, V., Lemieux, A.-A., & Pellerin, R. (septembre 2021). Opportunities of Blockchain Traceability Data for Environmental Impact Assessment in a Context of Sustainable Production [Communication écrite]. IFIP WG 5.7 International Conference on Advances in Production Management Systems, APMS 2021), Nantes, France. Lien externe
Chalumeau, F., Coulon, I., Cappart, Q., & Rousseau, L.-M. (juillet 2021). SeaPearl: A Constraint Programming Solver Guided by Reinforcement Learning [Communication écrite]. 18th International Conference on the Integration of Constraint Programming, Artificial Intelligence, and Operations Research (CPAIOR 2021), Vienna, Austria. Lien externe
Chen, L., Chen, Y., & Langevin, A. (2021). An inverse optimization approach for a capacitated vehicle routing problem. European Journal of Operational Research, 295(3), 1087-1098. Lien externe
Cheng, C., Adulyasak, Y., & Rousseau, L.-M. (2021). Robust facility location under demand uncertainty and facility disruptions. Omega-International Journal of Management Science, 103, 102429 (14 pages). Lien externe
Cheng, C., Adulyasak, Y., & Rousseau, L.-M. (2021). Robust Facility Location Under Disruptions. INFORMS Journal on Optimization, 3(3), 298-314. Lien externe
Cheng, Z., Trépanier, M., & Sun, L. (2021). Incorporating travel behavior regularity into passenger flow forecasting. Transportation Research Part C: Emerging Technologies, 128, 16 pages. Lien externe
Cheng, Z., Trépanier, M., & Sun, L. (2021). Probabilistic model for destination inference and travel pattern mining from smart card data. Lien externe
Clément, J. (2021). Utilisation de l'apprentissage automatique pour la planification de projet de construction [Mémoire de maîtrise, Polytechnique Montréal]. Disponible
Cognet, B., Pernot, J.-P., Rivest, L., & Danjou, C. (2021). Digital maturity models: comparing manual and semi-automatic similarity assessment frameworks. International Journal of Product Lifecycle Management, 13(4), 291-316. Lien externe
Contardo, C., & Hertz, A. (2021). An exact algorithm for a class of geometric set-cover problems. Discrete Applied Mathematics, 300, 25-35. Lien externe
Costa, L. R., Aloise, D., Gianoli, L. G., & Lodi, A. (2021). The Covering-Assignment Problem for Swarm-powered Ad-hoc Clouds: A Distributed 3D Mapping Use-case. IEEE Internet of Things Journal, 8(9), 7316-7332. Lien externe
Costa, L. R., Aloise, D., Gianoli, L. G., & Lodi, A. (2021). Heuristics for optimizing 3D mapping missions over swarm-powered ad-hoc clouds. (Rapport technique n° 2021-09). Lien externe
Costa, L., Contardo, C., Desaulniers, G., & Pecin, D. (2021). Selective arc-ng pricing for vehicle routing. International Transactions in Operational Research, 28(5), 2633-2690. Lien externe
Côté, S., Beauregard, R., Margni, M., & Bélanger, L. (2021). Using Naturalness for Assessing the Impact of Forestry and Protection on the Quality of Ecosystems in Life Cycle Assessment. Sustainability, 13(16), 8859 (27 pages). Disponible
Crainic, T. G., Gendreau, M., & Gendron, B. (2021). Fixed-Charge Network Design Problems. Dans Network Design with Applications to Transportation and Logistics (p. 15-28). Lien externe
Crainic, T. G., Gendreau, M., & Gendron, B. (2021). Heuristics and Metaheuristics for Fixed-Charge Network Design. Dans Network Design with Applications to Transportation and Logistics (p. 91-138). Lien externe
Crainic, T. G., Gendreau, M., & Gendron, B. (2021). Network Design with Applications to Transportation and Logistics. Lien externe
Cybis, P., & Bernard, S. (2021). Fast fashion : why firms incinerate deadstock and public policies. (Rapport technique n° WP 21-10). Lien externe
Da Silva, R. H., Armellini, F., Beaudry, C., & Kaminski, P. C. (juin 2021). Using text mining tools to extract relevant information about sustainable mobility initiatives by automakers [Communication écrite]. 29th Gerpisa International Colloquium on the Transformation of the Global Auto Industry : Digitalisation, Ecological Transition and the Impact of the COVID-19 Crisis. Lien externe
Da Silva, R. H., Balieiro, F., Armellini, F., Beaudry, C., & Kaminski, P. C. (mai 2021). Using text mining tools to extract relevant information on sustainable mobility [Communication écrite]. 1st 4POINT0 Conference on Policies, Practices and Processes related to the Performance of Innovation Ecosystems. Non disponible
da Silva, R. H., Kaminski, P. C., & Marin, R. O. (2021). Innovation Ecosystems in the Automotive Industry between Opportunities and Limitations. Foresight and STI Governance, 15(3), 66-80. Lien externe
Daadaa, M., Séguin, S., Demeester, K., & Anjos, M. F. (2021). An optimization model to maximize energy generation in short-term hydropower unit commitment using efficiency points. International Journal of Electrical Power and Energy Systems, 125, 8 pages. Lien externe
Dadouchi, C., & Agard, B. (2021). Recommender systems as an agility enabler in supply chain management. Journal of Intelligent Manufacturing, 32(5), 1229-1248. Lien externe
Dalmeijer, K., & Desaulniers, G. (2021). Addressing Orientation Symmetry in the Time Window Assignment Vehicle Routing Problem. INFORMS Journal on Computing, 33(2), 495-510. Lien externe
Dan, T., Lodi, A., & Marcotte, P. (2021). An exact algorithmic framework for a class of mixed-integer programs with equilibrium constraints. SIAM Journal on Optimization, 31(1), 275-306. Lien externe
Danjou, C. (janvier 2020). Organisation agile [Présentation]. Dans Mission Mine Automne 2030, Rouyn-Noranda, Québec, Canada. Non disponible
de Assis, R. F., de Santa-Eulalia, L. A., De Paula Ferreira, W., Armellini, F., Anholon, R., Rampasso, I. S., & Santos, J. G. C. L. (2021). Translating value stream maps into system dynamics models: a practical framework. International Journal of Advanced Manufacturing Technology, 114(11-12), 3537-3550. Lien externe
De Marcellis-Warin, N., & Mondin, C. (2021). Les pratiques numériques des professionnels au Québec : état des lieux et pistes de réflexion pour accompagner le virage numérique. (Rapport technique). Lien externe
De Marcellis-Warin, N., Marty, F., Thelisson, E., & Warin, T. (2021). Intelligence artificielle et manipulations des comportements de marché : l'évaluation ex ante dans l'arsenal du régulateur. Revue Internationale de Droit Économique, t. XXXIV(2), 203-245. Lien externe
De Paula Ferreira, W. (2021). A framework to Support Industry 4.0 Initiatives in Manufacturing Companies [Thèse de doctorat, Polytechnique Montréal]. Disponible
De Paula Ferreira, W., Armellini, F., de Santa-Eulalia, L. A., & Rebolledo, C. (2021). Modelling and Simulation in Industry 4.0. Dans Artificial Intelligence in Industry 4.0: A Collection of Innovative Research Case-studies that are Reworking the Way We Look at Industry 4.0 Thanks to Artificial Intelligence (Vol. 928, p. 57-72). Lien externe
De Paula Ferreira, W., Palaniappan, A., Armellini, F., Santa-Eulalia, L. A., Moscono, E., & Marion, G. (2021). Linking industry 4.0, learning factories and simulation modeling : testbeds and proof-of-concepts experiments. Dans Artificial intelligence in industry 4.0 (Vol. 928, p. 85-97). Lien externe
Debia, M., Carpentier, M., & L'Espérance, G. (2021). Characterization of Occupational Exposures to Engineered Nanoparticles During the Finishing Process of a Hardwood Floor Manufacturing Plant. Annals of Work Exposures and Health, 65(7), 868-873. Lien externe
Decouvelaere, R. (2021). Segmentation spatio-temporelle modulable des usagers de cartes à puce [Mémoire de maîtrise, Polytechnique Montréal]. Disponible
Deschaintres, E., Morency, C., & Trépanier, M. (2021). Measuring Changes in Multimodal Travel Behavior Resulting from Transport Supply Improvement. Transportation Research Record, 2675(9), 533-546. Lien externe
Deschaintres, É., Morency, C., & Trépanier, M. (janvier 2021). Measuring Changes in Multimodal Travel Behavior: What Is the Effect of Transport Supply Improvement? [Communication écrite]. 100th Annual Meeting of the Transportation Research Board. Non disponible
Dessevre, G. (2021). Contrôle du paramètre Decoupled Lead Time (DLT) et des temps de réponse dans un système piloté en DDMRP [Thèse de doctorat, Polytechnique Montréal]. Disponible
di Serafino, D., & Orban, D. (2021). Constraint-Preconditioned Krylov Solvers for Regularized Saddle-Point Systems. SIAM Journal on Scientific Computing, 43(2), 1001-1026. Lien externe
Disson, B., Trépanier, M., & Morency, C. (2021). Public transit transfer analysis from smart card data. (Rapport technique n° CIRRELT-2021-06). Lien externe
Doyon-Poulin, P. (2021). Erreur humaine. Dans Brangier, E., & Valléry, G. (édit.), Ergonomie : 150 notions clés : dictionnaire encyclopédique (p. 267-269). Lien externe
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Ducharme, C., Agard, B., & Trépanier, M. (2021). Forecasting a customer's Next Time Under Safety Stock. International Journal of Production Economics, 234, 108044 (10 pages). Lien externe
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Galmard, R. (2021). Cadre généralisé de planification tactique de projets de remise à niveau de navires [Mémoire de maîtrise, Polytechnique Montréal]. Disponible
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Gauthier Melancon, G., Grangier, P., Prescott-Gagnon, E., Sabourin, E., & Rousseau, L.-M. (2021). A Machine Learning-Based System for Predicting Service-Level Failures in Supply Chains. Interfaces, 51(3), 200-212. Lien externe
Gauthier, F., Chinniah, Y. A., Abdul-Nour, G., Jocelyn, S., Aucourt, B., Bordeleau, G., & Ben Mosbah, A. (2021). Practices and needs of machinery designers and manufacturers in safety of machinery: An exploratory study in the province of Quebec, Canada. Safety Science, 133, 105011 (12 pages). Lien externe
Ghannad, A., Orban, D., & Saunders, M. A. (2021). Linear systems arising in interior methods for convex optimization: a symmetric formulation with bounded condition number. Optimization Methods and Software, 37(4), 1344-1369. Lien externe
Ghiasi, G., Beaudry, C., Larivière, V., St-Pierre, C., Schiffauerova, A., & Harsh, M. (2021). Who profits from the Canadian nanotechnology reward system? Implications for gender-responsible innovation. Scientometrics, 126(9), 7937-7991. Lien externe
Ghiyasinasab, M., Lahrichi, N., & Lehoux, N. (2021). A simulation model to analyse automation scenarios in decontamination centers. Health Systems, 12(2), 181-197. Lien externe
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Gmira, M., Gendreau, M., Lodi, A., & Potvin, J.-Y. (2021). Managing in real-time a vehicle routing plan with time-dependent travel times on a road network. Transportation Research Part C: Emerging Technologies, 132, 15 pages. Lien externe
Gobeil, G. (2021). Développement d'une méthode de post-traitement adaptée aux valeurs extrêmes pour les précipitations simulées par un modèle climatique [Mémoire de maîtrise, Polytechnique Montréal]. Disponible
Gonzalez-Cortes, A., Burlet-Vienney, D., & Chinniah, Y. A. (2021). Inherently safer design: An accident prevention perspective on reported confined space fatalities in Quebec. Process Safety and Environmental Protection, 149, 794-816. Lien externe
Grangier, P., Gendreau, M., Lehuede, F., & Rousseau, L.-M. (2021). The vehicle routing problem with cross-docking and resource constraints. Journal of Heuristics, 27(1-2), 31-61. Lien externe
Grogan, S., Pellerin, R., & Gamache, M. (2021). Using tornado-related weather data to route unmanned aerial vehicles to locate damage and victims. OR Spectrum, 43(4), 905-939. Lien externe
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Guntzburger, Y., Peigner, I., & De Marcellis-Warin, N. (2021). The consumers' (mis)perceptions of ecolabels' regulatory schemes for food products : insights from Canada. British Food Journal, 124(11), 3497-3521. Lien externe
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Haffaci, K., Massicotte, M.-C., & Doyon-Poulin, P. (juin 2021). Goal-Directed Task Analysis for Situation Awareness Requirements During Ship Docking in Compulsory Pilotage Area [Communication écrite]. 21st Triennal Congress of the International Ergonomics Association (IEA 2021), Vancouver, Canada (8 pages). Disponible
Haghighi, A., Jocelyn, S., & Chinniah, Y. A. An overview of a new tool for estimating the probability of bypassing guards and protective devices on industrial machinery [Communication écrite]. XXII World Congress on Safety and Health at Work, Toronto, ON, Canada. Non disponible
Haider, F., Zhang, D., St-Hilaire, M., & Makaya, C. (2021). On the Planning and Design Problem of Fog Computing Networks. IEEE Transactions on Cloud Computing, 9(2), 724-736. Lien externe
Haji Mohammad, F. (2021). Evaluation and Configuration of a Demand-Driven Distribution Resource Planning (DDDRP) [Mémoire de maîtrise, Polytechnique Montréal]. Disponible
Hamdavi Mohammad Pure, S. (2021). Proposal of a Model to Enhance Safety of Machinery during Operation and Maintenance in the Era of Digitalization and Connectivity [Mémoire de maîtrise, Polytechnique Montréal]. Disponible
Haouassi, M., Kergosien, Y., Mendoza, J. E., & Rousseau, L.-M. (2021). The integrated orderline batching, batch scheduling, and picker routing problem with multiple pickers: the benefits of splitting customer orders. Flexible Services and Manufacturing Journal, 34(3), 614-645. Lien externe
Hashemi Doulabi, H., Jaillet, P., Pesant, G., & Rousseau, L.-M. (2021). Exploiting the Structure of Two-Stage Robust Optimization Models with Exponential Scenarios. INFORMS Journal on Computing, 33(1), 143-162. Lien externe
Hassan, M. O., Saucier, A., Yacout, S., & Soumis, F. (2021). A mixed integer linear programming model for multi-sector planning using speed and heading changes. Computers & Operations Research, 128, 19 pages. Lien externe
Hassani, R., Desaulniers, G., & El Hallaoui, I. (2021). Real-time bi-objective personnel re-scheduling in the retail industry. European Journal of Operational Research, 293(1), 93-108. Lien externe
Hassen, N. (2021). Approximate Inference in Bayesian Neural Networks [Mémoire de maîtrise, Polytechnique Montréal]. Disponible
He, L., Trépanier, M., & Agard, B. (2021). Space-time classification of public transit smart card users' activity locations from smart card data. Public Transport, 13(3), 579-595. Lien externe
Head, M., Bernier, P., Levasseur, A., Beauregard, R., & Margni, M. (2021). Corrigendum to "Forestry carbon budget models to improve biogenic carbon accounting in life cycle assessment". Journal of Cleaner Production, 296, 3 pages. Lien externe
Head, M., Magnan, M., Kurz, W. A., Levasseur, A., Beauregard, R., & Margni, M. (2021). Temporally-differentiated biogenic carbon accounting of wood building product life cycles. SN Applied Sciences, 3(1), 62 (17 pages). Disponible
Hébert-Lavoie, M., Ung, K., Boudreault, L., Mahmoudi, C., Vu, Q. P., Jouvet, P., & Doyon-Poulin, P. (juin 2021). Remote Design of a Pediatric Intensive Care Unit Dashboard in Time of Pandemics [Communication écrite]. 21st Triennial Congress of the International Ergonomics Association (IEA 2021), Vancouver, Canada (8 pages). Disponible
Heng, V. J., Serban, M., Seuntjens, J., & Renaud, M.-A. (2021). Ion chamber and film-based quality assurance of mixed electron-photon radiation therapy. Medical Physics, 48(9), 5382-5395. Lien externe
Hertz, A., Hertz, A., & Melot, H. (2021). Using Graph Theory to Derive Inequalities for the Bell Numbers. Journal of Integer Sequences, 24(10), 21.10.6 (19 pages). Lien externe
Hertz, A., Kuflik, T., & Tuval, N. (2021). Resolving sets and integer programs for recommender systems. Journal of Global Optimization, 81(1), 153-178. Lien externe
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Jendoubi, I., Sheshyekani, K., & Dagdougui, H. (2021). Aggregation and Optimal Management of TCLs for Frequency and Voltage Control of a Microgrid. IEEE Transactions on Power Delivery, 36(4), 2085-2096. Lien externe
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Joshi, C. K., Cappart, Q., Rousseau, L.-M., & Laurent, T. (octobre 2021). Learning TSP requires rethinking generalization [Communication écrite]. 27th International Conference on Principles and Practice of Constraint Programming (CP 2021), Montpellier, France (21 pages). Disponible
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Keivanpour, S. (juillet 2020). Benchmarking and Visualization of the Ergonomic Risks in a Manufacturing Plant: Joint Application of Fuzzy AHP and Treemap [Communication écrite]. International Conference on Intelligent and Fuzzy Systems (INFUS 2020), Istanbul, Turkey. Lien externe
Keivanpour, S. (juillet 2020). A Fuzzy Strategy Analysis Simulator for Exploring the Potential of Industry 4.0 in End of Life Aircraft Recycling [Communication écrite]. International Conference on Intelligent and Fuzzy Systems (INFUS 2020), Istanbul, Turkey. Lien externe
Keivanpour, S. (juillet 2021). How to stay current in teaching sustainability topics during the pandemic [Communication écrite]. EDULEARN 2021. Lien externe
Keivanpour, S. (2021). Sustainability Balanced Scorecard Approach to Internet of Things Enabled Logistics Systems. Engineering Management Journal, 34(3), 450-474. Lien externe
Keivanpour, S. (juillet 2021). Teaching an Operation Management Course During the Pandemic: A Lean Approach [Communication écrite]. 13th International Conference on Education and New Learning Technologies (EDULEARN 2021). Lien externe
Keivanpour, S. (mai 2021). Work-in-Progress-digital twin and gamification for designing an educational lab for circular economy [Communication écrite]. 7th International Conference of the Immersive Learning Research Network (iLRN 2021) (3 pages). Lien externe
Khalifa, R. M., Yacout, S., & Bassetto, S. (2021). Developing machine-learning regression model with Logical Analysis of Data (LAD). Computers and Industrial Engineering, 151, 106947 (16 pages). Lien externe
Khalifa, R. M., Yacout, S., & Bassetto, S. (novembre 2021). Quality 4.0 : entity relationship model for inspection and repair processes in aerospace domain [Communication écrite]. 6th North American Conference on Industrial Engineering & Operations Management (IEOM 2021), Monterrey, Mexico (11 pages). Lien externe
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Kiani, S., Sheshyekani, K., & Dagdougui, H. (juin 2021). Real-time aggregation of large-scale EVs considering fast charging [Communication écrite]. IEEE Transportation Electrification Conference and Expo (ITEC 2021), Chicago, IL, USA (6 pages). Lien externe
Kiani, S., Sheshyekani, K., & Dagdougui, H. (2021). A unified state space model for aggregation and coordination of large-scale TCLs and EVs for frequency regulation. Electric Power Systems Research, 195, 9 pages. Lien externe
Kouloukoui, D., De Marcellis-Warin, N., Armellini, F., Warin, T., & Torres, E. A. (2021). Factors influencing the perception of exposure to climate risks: Evidence from the world's largest carbon-intensive industries. Journal of Cleaner Production, 306, 16 pages. Lien externe
Kuznetsova, E., & Anjos, M. F. (2021). Electrification and deep decarbonization of Canada's energy system with small-scale residential prosumers : a case study of Ontario. (Rapport technique). Lien externe
Kuznetsova, E., & Anjos, M. F. (2021). Prosumers and energy pricing policies: When, where, and under which conditions will prosumers emerge? A case study for Ontario (Canada). Energy Policy, 149, 16 pages. Lien externe
Laage, G. (2021). Models for Integrated Demand Forecasting and Planning: Application to Large-scale Transportation Networks and Impact Assessment [Thèse de doctorat, Polytechnique Montréal]. Disponible
Lakhmiri, D. (2021). Optimisation des hyperparamètres des réseaux de neurones profonds [Thèse de doctorat, Polytechnique Montréal]. Disponible
Lakhmiri, D., & Le Digabel, S. (2021). Use of static surrogates in hyperparameter optimization. (Rapport technique n° G-2021-10). Lien externe
Lakhmiri, D., Le Digabel, S., & Tribes, C. (2021). HyperNOMAD: Hyperparameter Optimization of Deep Neural Networks Using Mesh Adaptive Direct Search. ACM Transactions on Mathematical Software, 47(3), 1-27. Lien externe
Lalagüe, M. (2021). Modèle de planification tactique adaptée aux PME œuvrant dans un contexte ETO [Mémoire de maîtrise, Polytechnique Montréal]. Disponible
Larsen, E., Lachapelle, S., Bengio, Y., Frejinger, E., Lacoste-Julien, S., & Lodi, A. (2021). Predicting Tactical Solutions to Operational Planning Problems Under Imperfect Information. INFORMS Journal on Computing, 34(1), 227-242. Lien externe
Lathuilliere, M. J., Patouillard, L., Margni, M., Ayre, B., Lofgren, P., Ribeiro, V., West, C., Gardner, T. A., & Suavet, C. (2021). A Commodity Supply Mix for More Regionalized Life Cycle Assessments. Environmental Science & Technology, 55(17), 12054-12065. Lien externe
Le Pironnec, E. (2021). Méthode d'analyse de causes racines supportée par la donnée pour les chaînes d'approvisionnement [Mémoire de maîtrise, Polytechnique Montréal]. Disponible
Lefebvre, M. (2021). Exact solutions to optimal control problems for wiener processes with exponential jumps. Journal of Stochastic Analysis, 2(2), 10 pages. Lien externe
Lefebvre, M. (2021). Moments of First-Passage Places for Jump-Diffusion Processes. Sankhya A, 83(1), 245-253. Lien externe
Lefebvre, M. (septembre 2021). Nanoparticles Brownian motion [Présentation]. Dans International Summer School on Nanostructures and Biomaterials: Assembly and Characterization Methods, Lipari, Italie. Non disponible
Lefebvre, M. (2021). On a modified M/M/m/n queueing model. Computer Science Journal of Moldova, 29(1), 29-40. Lien externe
Lefebvre, M. (mars 2021). Stochastic modeling in hydrology [Présentation]. Dans International Workshop on New Horizons in Experimental Investigation Techniques for Condensed Matter Systems, Messina, Italie. Non disponible
Lefebvre, M. (juillet 2021). Survival maximization for time series [Présentation]. Dans Mathematics & IT: Research and Education (MITRE-2021), Chisinau, Moldavie. Lien externe
Lefebvre, M., & Moutassim, A. (2021). Exact solutions to the homing problem for a Wiener process with jumps. Optimization, 70(2), 307-319. Lien externe
Legrain, A., & Patrick, J. (2021). Inventory Management Using a Weekly Review (s, S) Policy at the Bank of Canada. INFORMS Journal on Applied Analytics, 52(2), 210-225. Lien externe
Lehoux, P., Alami, H., Beaudry, C., Denis, J.-L., Hagemeister, N., Rocha de Oliveira, R., Sabio Pozelli, R., Rivard, L., & Silva, H. (2021). Créer de la valeur économique, sociale et environmentale au Québec par l'innovation Responsable en Santé. (Rapport technique). Lien externe
Li, X., Genest, C., & Jalbert, J. (2021). A self‐exciting marked point process model for drought analysis. Environmetrics, 32(8), 1-24. Disponible
Liu, D., Lodi, A., & Tanneau, M. (2021). Learning chordal extensions. Journal of Global Optimization, 81(1), 3-22. Lien externe
Luciani, F., De Paula Ferreira, W., Armellini, F., & Santa-Eulalia, L. A. (novembre 2021). An outlook on the contribution of agent-based modeling and simulation for innovation ecosystems [Communication écrite]. 2021 ISPM Connects Valencia, Valencia, Spain. Non disponible
Ma, D., Orban, D., & Saunders, M. A. (janvier 2020). A Julia Implementation of Algorithm NCL for Constrained Optimization [Communication écrite]. 5th International Conference on Numerical Analysis and Optimization: Theory, Methods, Applications and Technology Transfer (NAOV 2020), Muscat, Oman. Lien externe
Ma, D., Orban, D., & Saunders, M. A. (2021). A Julia implementation of Algorithm NCL for constrained optimization. (Rapport technique n° 2021-02). Lien externe
Madelin, G., & Lahrichi, N. (2021). Modeling and improving the logistic distribution network of a hospital. International Transactions in Operational Research, 28(1), 70-90. Lien externe
Magalas, T. (2021). Modélisation du Capital Humain dans le processus d'innovation d'une entreprise industrielle [Mémoire de maîtrise, Polytechnique Montréal]. Disponible
Mahdi, S. (2021). Outil de planification de tournées de transport à la demande pour la desserte de gares de train de banlieue [Mémoire de maîtrise, Polytechnique Montréal]. Disponible
Mahecha, D., Beaudry, C., Aubin, C.-É., & Armellini, F. (mai 2021). Numerical transformation in the "health ecosystem" - A bibliometric analysis 1994-2021 [Communication écrite]. 1st 4POINT0 Conference on Policies, Practices and Processes related to the Performance of Innovation Ecosystems. Non disponible
Mahecha, D., Beaudry, C., Molaret, P., & Armellini, F. (mai 2021). The industry productivity and the link with the adoption of advanced technology - A case study in Quebec [Communication écrite]. 1st 4POINT0 Conference on Policies, Practices and Processes related to the Performance of Innovation Ecosystems. Non disponible
Marques, R., De Paula Ferreira, W., Nassif, G., Armellini, F., Dungen, J., & De Santa-Eulalia, L. A. (juin 2021). Exploring the application of IoT in the service station business [Communication écrite]. 17th IFAC Symposium on Information Control Problems in Manufacturing (INCOM 2021), Budapest, Hongrie. Publié dans IFAC-Papers Online, 54(1). Lien externe
Marty, F., & Warin, T. (2021). Visa's abandoned plan to acquire plaid : what could have been a textbook case of a killer acquisition. (Rapport technique). Lien externe
Mas, V. (2021). L'intégration de l'évaluation de l'écosystème d'innovation à la prise de décision en entreprise : une étude de cas de transformation numérique dans le secteur aérospatial [Mémoire de maîtrise, Polytechnique Montréal]. Disponible
Masmoudi, O. (2021). Modélisation et analyse de la non-qualité de planches en bois par apprentissage automatique [Mémoire de maîtrise, Polytechnique Montréal]. Disponible
Masmoudi, O., Jaoua, M., Jaoua, A., & Yacout, S. (2021). Data Preparation in Machine Learning for Condition-based Maintenance. Journal of Computer Science, 17(6), 525-538. Disponible
Mathlouthi, I., Gendreau, M., & Potvin, J.-Y. (2021). Branch-and-Price for a Multi-attribute Technician Routing and Scheduling Problem. Operations Research Forum, 2(1). Lien externe
Mathlouthi, I., Gendreau, M., & Potvin, J.-Y. (2021). A metaheuristic based on tabu search for solving a technician routing and scheduling problem. Computers & Operations Research, 125, 8 pages. Lien externe
Mbeutcha, Y. A., Gendreau, M., & Emiel, G. (2021). A hybrid dynamic programming-Tabu Search approach for the long-term hydropower scheduling problem. Computational Management Science, 18(3), 385-410. Lien externe
Mbeutcha, Y., Gendreau, M., & Emiel, G. (2021). Benefit of PARMA Modeling for Long-Term Hydroelectric Scheduling Using Stochastic Dual Dynamic Programming. Journal of Water Resources Planning and Management, 147(3), 12 pages. Lien externe
Mecler, J., Subramanian, A., & Vidal, T. (2021). A simple and effective hybrid genetic search for the job sequencing and tool switching problem. Computers & Operations Research, 127, 105153-105153. Lien externe
Mehri, B., Trépanier, M., & Goussard, Y. (octobre 2021). Analysis of Tweets to characterize incidents in a metro network [Communication écrite]. TransitData 2021, Tel-Aviv, Israel. Non disponible
Mehri, M. (2021). Metaheuristic Approach for the Facility Layout Problem in a Hospital [Mémoire de maîtrise, Polytechnique Montréal]. Disponible
Micouleau, D., & Robert, B. (2021). Case study: development of an integrative approach to assess municipalities' resilience potential. International Journal of Business Continuity and Risk Management, 11(1), 66-78. Lien externe
Montoison, A., & Orban, D. (2021). TRICG and TRIMR: Two iterative methods for symmetric quasi-definite systems. SIAM Journal on Scientific Computing, 43(4), A2502-A2525. Lien externe
Morabit, M., Desaulniers, G., & Lodi, A. (2021). Machine-Learning-Based Column Selection for Column Generation. Transportation Science, 55(4), 815-831. Lien externe
Morissette, J. (2021). Caractérisation des impacts environnementaux de l'autopartage à Montréal [Mémoire de maîtrise, Polytechnique Montréal]. Disponible
Mufida, M. K., Cadi, A. A. E., Delot, T., & Trépanier, M. (juillet 2021). Towards a continuous forecasting mechanism of parking occupancy in urban environments [Communication écrite]. 25th International Database Applications and Engineering Symposium (IDEAS 2021), Montreal, Québec. Lien externe
Naceur, R., Cimon, Y., & Pellerin, R. (2021). A Systematic Review for Predictive Models of IS Adoption. International Journal of Enterprise Information Systems, 17(1), 1-21. Lien externe
Neal, C., Dagdougui, H., Lodi, A., & Fernandez, J. M. (janvier 2021). Reinforcement Learning Based Penetration Testing of a Microgrid Control Algorithm [Communication écrite]. 11th IEEE Annual Computing and Communication Workshop and Conference (CCWC 2021), Nevada, USA. Lien externe
Nguyen, A., Lamouri, S., & Pellerin, R. (juin 2021). Managing demand volatility during unplanned events with sentiment analysis: a case study of the COVID-19 pandemic [Communication écrite]. 17th IFAC Symposium on Information Control Problems in Manufacturing (INCOM 2021), Budapest, Hongrie. Publié dans IFAC-Papers Online, 54(1). Lien externe
Nguyen, A., Lamouri, S., Pellerin, R., Tamayo, S., & Lekens, B. (2021). Data analytics in pharmaceutical supply chains: state of the art, opportunities, and challenges. International Journal of Production Research, 60(22), 6888-6907. Lien externe
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Rahmaniani, R., Crainic, T. G., Gendreau, M., & Rei, W. (2021). An asynchronous parallel Benders decomposition method for stochastic network design problems. (Rapport technique n° CIRRELT-2021-41). Lien externe
Ramdani, A., Beaudry, C., & Bourgault, M. (mai 2021). Collaborative network in Canada's 5G innovation ecosystem [Communication écrite]. 1st 4POINT0 Conference on Policies, Practices and Processes related to the Performance of Innovation Ecosystems. Non disponible
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Randel, R., Aloise, D., Blanchard, S. J., & Hertz, A. (2021). A Lagrangian-based score for assessing the quality of pairwise constraints in semi-supervised clustering. Data Mining and Knowledge Discovery, 35(6), 2341-2368. Disponible
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Reis, L. P., Fernandes, J. M., & Armellini, F. (2021). Leveraging a Process-Oriented Perspective on Frugal Innovation Through the Linkage of Lean Product Development (LPD) Practices and Waste. International Journal of Innovation and Technology Management, 18(7), 2130004 (39 pages). Lien externe
Reis, L. P., Fernandes, J. M., Barreto, E. J., Viegas Lima, M. V., & Armellini, F. (2021). Impact Assessment of Lean Product Development and Lean Startup Methodology on Information Technology Startups' Performance. International Journal of Innovation and Technology Management, 18(06), 2150034 (24 pages). Lien externe
Rey, M., Aloise, D., Soumis, F., & Pieugueu, R. (2021). A data-driven model for safety risk identification from flight data analysis. Transportation Engineering, 5, 100087 (8 pages). Disponible
Rezaei, E. (2021). Distributed Energy Management in a Network of Prosumers with Thermal Loads Participating in Demand Response Programs [Thèse de doctorat, Polytechnique Montréal]. Disponible
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Rimélé, A. (2021). Entrepôts autonomes à l'ère du e-commerce : apprentissage automatique pour la prise de décision en temps réel [Thèse de doctorat, Polytechnique Montréal]. Disponible
Rimelé, A., Grangier, P., Gamache, M., Gendreau, M., & Rousseau, L.-M. (2021). E-commerce warehousing : learning a storage policy. (Rapport technique n° CIRRELT-2021-03). Lien externe
Robatian, D. (2021). Weakly-Supervised Learning from Incomplete Data [Thèse de doctorat, Polytechnique Montréal]. Disponible
Roblot, M., Boisjoly, G., Ciari, F., & Trépanier, M. (2021). Participation in Shared Mobility: An Analysis of the Influence of Walking and Public Transport Accessibility to Vehicles on Carsharing Membership in Montreal, Canada. Transportation Research Record, 2675(12), 1160-1171. Lien externe
Rocha, M., Anjos, M. F., & Gendreau, M. Optimal Planning of Preventive Maintenance Tasks on Electric Power Transmission Systems [Communication écrite]. 31st European Safety and Reliability Conference (ESREL 2021), Angers, France (1 page). Lien externe
Rochink Costa, L. (2021). Workload Optimization for Swarm-Powered Ad-hoc Clouds [Thèse de doctorat, Polytechnique Montréal]. Disponible
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Rodrigues, B., Anjos, M. F., & Provost, V. (2021). Market integration of behind-the-meter residential energy storage. Journal of Energy Storage, 44, 103268 (13 pages). Lien externe
Rosin, F., Forget, P., Lamouri, S., & Pellerin, R. (2021). Impact de l'Industrie 4.0 sur la prise de décisions opérationnelles. (Rapport technique n° CIRRELT-2021-48). Lien externe
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Sajjad, M. H., Naeem, K., Zubair, M., Usman Jan, Q. M., Khattak, S. B., Omair, M., & Nawaz, R. (2021). Waste reduction of polypropylene bag manufacturing process using Six Sigma DMAIC approach: A case study. Cogent Engineering, 8(1), 1896419 (21 pages). Lien externe
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