 | Up a level |
Aardal, K., Lodi, A., Tramontani, A., von Heymann, F., & Wolsey, L. A. (2021). Lattice reformulation cuts. SIAM Journal on Optimization, 31(4), 2539-2557. External link
AboElHassan, A., & Yacout, S. (2021, September). Embedding Reinforcement Learning in Simulation [Paper]. 26th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA 2021), Vasteras, Sweden (6 pages). External link
AboElHassan, A., Sakr, A., & Yacout, S. (2021). A Framework for Digital Twin Deployment in Production Systems. In Advances in Automotive Production Technology – Theory and Application (pp. 145-152). External link
Adrianto, L. R., van der Hulst, M. K., Tokaya, J. P., Arvidsson, R., Blanco, C. F., Caldeira, C., Guillén-Gonsálbez, G., Sala, S., Steubing, B., Buyle, M., Kaddoura, M., Navarre, N. H., Pedneault, J., Pizzol, M., Salieri, B., van Harmelen, T., & Hauck, M. (2021). How can LCA include prospective elements to assess emerging technologies and system transitions? The 76th LCA Discussion Forum on Life Cycle Assessment, 19 November 2020. International Journal of Life Cycle Assessment, 26(8), 1541-1544. External link
Afar, S., Brotcorne, L., Marcotte, P., & Savard, G. (2021). Revenue optimization in energy networks involving self-scheduled demand and a smart grid. Computers & Operations Research, 134, 11 pages. External link
Agard, B., Dupuis, A., & Dadouchi, A. (2021, May). Méthodologie d'étude de la rotation de cultures à partir des données [Paper]. 2021 Conférence internationale Génie Industrielle Qualita (CIGI Qualita 2021), Grenoble, France. Unavailable
Ahabchane, C., Langevin, A., & Trépanier, M. (2021). Robust optimization for the hierarchical mixed capacitated general routing problem applied to winter road maintenance. Computers and Industrial Engineering, 158, 10 pages. External link
Aissaoui, S. (2021). Une méthode linéaire de déréverbération pour les signaux de parole [Master's thesis, Polytechnique Montréal]. Available
Aksoy, A. Y. (2021). University Licensing Strategy Determinants and Outcomes [Ph.D. thesis, Polytechnique Montréal]. Available
Aksoy, A. Y., & Beaudry, C. (2021). How are companies paying for university research licenses? Empirical evidence from university-firm technology transfer. Journal of Technology Transfer, 46(6), 2051-2121. Available
Aksoy, A. Y., Beaudry, C., Pulizzotto, D., & Dalziel, M. (2021, October). The effects of patent portfolio diversification on university startup creation [Paper]. Danish Research Unit for Industrial Dynamics Conference (DRUID 2021), Copenhagen, Danemark. Unavailable
Alamdari, N. E., & Savard, G. (2021). Deep reinforcement learning in seat inventory control problem: an action generation approach. Journal of Revenue and Pricing Management, 20(5), 566-579. External link
Alamdari, N. E., Anjos, M. F., & Savard, G. (2021). Application of machine learning techniques in railway demand forecasting. International Journal of Revenue Management, 12(1-2), 132-151. External link
Alarie, S., Audet, C., Bouchet, P.-Y., & Le Digabel, S. (2021). Optimization of stochastic blackboxes with adaptive precision. SIAM Journal on Optimization, 31(4), 3127-3156. External link
Alarie, S., Audet, C., Gheribi, A. E., Kokkolaras, M., & Le Digabel, S. (2021). Two decades of blackbox optimization applications. EURO Journal on Computational Optimization, 9, 100011 (13 pages). External link
Alarie, S., Audet, C., Jacquot, P., & Le Digabel, S. (2021). Hierarchically constrained blackbox optimization. (Technical Report n° G-2021-65). External link
Albano, T. C. L., Baptista, E. C., Armellini, F., Jugend, D., & Soler, E. M. (2021). Proposal and Solution of a Mixed-Integer Nonlinear Optimization Model That Incorporates Future Preparedness for Project Portfolio Selection. IEEE Transactions on Engineering Management, 68(4), 1014-1026. External link
Alghorani, Y., Chekkouri, A. S., Chekired, D. A., & Pierre, S. (2021). Improved S-AF and S-DF Relaying Schemes Using Machine Learning Based Power Allocation Over Cascaded Rayleigh Fading Channels. IEEE Transactions on Intelligent Transportation Systems, 22(12), 7508-7520. External link
Alimo, R., Sam, D., Lakhmiri, D., Kahovec, B., & Divsalar, D. (2021, March). Automated Data Accountability for Missions in Mars Rover Data [Paper]. IEEE Aerospace Conference (AeroConf 2021), Big Sky, MT, USA (8 pages). External link
Alves Ribeiro Rosa, J. G., Armellini, F., & Robert, J.-M. (2021, June). Capturing Future Trends in Customer Needs for the Design of Next-Generation Gas Station Services [Paper]. 21st Congress of the International Ergonomics Association (IEA 2021). External link
Alves, B. S., Sabariego, R. V., Laforest, M., & Sirois, F. (2021). Hyperbolic Basis Functions for Time-Transient Analysis of Eddy Currents in Conductive and Magnetic Thin Sheets. IEEE Transactions on Magnetics, 57(11), 1-10. External link
Anjos, M. F., Brotcorne, L., & Gómez-Herrera, J. A. (2021). Optimal setting of time-and-level-of-use prices for an electricity supplier. Energy, 225, 10 pages. External link
Anjos, M. F., Emine, Y., Lodi, A., & Sun, Z.-W. (2021). A note on the Lasserre hierarchy for different formulations of the maximum independent set problem. Operations Research Letters, 49(1), 30-34. External link
Antaki, M., Renaud, M.-A., Seuntjens, J., & Enger, S. A. (2021, May). Applying column generation to the intensity-modulated high-dose-rate brachytherapy inverse planning [Abstract]. World Congress of Brachytherapy. Published in Radiotherapy and Oncology, 158. External link
Aouchiche, M., & El Hallaoui, I. (2021). Minimum values of the second largest Q eigenvalue. (Technical Report n° G-2021-54). External link
Aouchiche, M., Rather, B. A., & El Hallaoui, I. (2021). On the Geršgorin discs of distance matrices of graphs. (Technical Report n° G-2021-57). External link
Aouchiche, M., Rather, B. A., & El Hallaoui, I. (2021). On the Geršgorin disks of distance matrices of graphs. Electronic Journal of Linear Algebra, 37, 709-717. External link
Arab, H., Arabsalmanabadi, B. A., Al-Haddad, K., & Dufour, S. (2021, October). Analyzing Rectangular Coil Wireless Power Transfer Based on Time Domain Discontinue Galerkin Method [Paper]. 47th Annual Conference of the IEEE Industrial Electronics Society (IECON 2021), Toronto, ON, Canada (4 pages). External link
Arabsalmanabadi, B., Arab, H., Amador, V. H. G., Dufour, S., & Al-Haddad, K. (2021). A three-dimensional discontinuous galerkin time-domain finite element method for electromagnetic modeling of wireless power transfer coils. IEEE Open Journal of the Industrial Electronics Society, 2, 360-371. Available
Arnold, F., Santana, Í., Sörensen, K., & Vidal, T.V. (2021). PILS: Exploring high-order neighborhoods by pattern mining and injection. Pattern Recognition, 116, 10 pages. External link
Aubin, V., Blais, M., & Anjos, M. F. (2021). How Québec can support the energy transition of northeastern North America. The Electricity Journal, 34(6), 6 pages. External link
Audet, C. (2021). Blackbox optimization. (Technical Report n° G-2021-35). External link
Audet, C. (2021). Optimisation continue. External link
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. External link
Audet, C., Bigeon, J., Cartier, D., Le Digabel, S., & Salomon, L. (2021). Performance indicators in multiobjective optimization. European Journal of Operational Research, 292(2), 397-422. External link
Audet, C., Bouchet, P.-Y., & Bourdin, L. (2021). A derivative-free approach to optimal control problems with a piecewise constant Mayer cost function. (Technical Report n° G-2021-63). External link
Audet, C., Dzahini, K. J., Kokkolaras, M., & Le Digabel, S. (2021). Stochastic mesh adaptive direct search for blackbox optimization using probabilistic estimates. Computational Optimization and Applications, 79(1), 1-34. External link
Audet, C., Le Digabel, S., & Saltet, R. (2021). Quantifying uncertainty with ensembles of surrogates for blackbox optimization. (Technical Report n° 2021-37). External link
Audet, C., Le Digabel, S., Rochon Montplaisir, V., & Tribes, C. (2021). NOMAD version 4: Nonlinear optimization with the MADS algorithm. (Technical Report n° G-2021-23). External link
Avraam, C., Zhang, Y., Sankaranarayanan, S., Zaitchik, B., Moynihan, E., Juturu, P., Neff, R., & Siddiqui, S. (2021). Optimization-Based Systems Modeling for the Food-Energy-Water Nexus. Current Sustainable/Renewable Energy Reports, 8(1), 4-16. External link
Azevedo da Costa, L. C., Contardo, C., Desaulniers, G., & Pecin, D. (2021). Selective arc-ng pricing for vehicle routing. International Transactions in Operational Research, 28(5), 2633-2690. External link
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. External link
Baggio, A., Carvalho, M., Lodi, A., & Tramontani, A. (2021). Multilevel Approaches for the Critical Node Problem. Operations Research, 69(2), 486-508. External link
Baller, A. C., Dabia, S., Desaulniers, G., & Dullaert, W. E. H. (2021). The Inventory routing problem with demand moves. SN Operations Research Forum, 2(1), 6 (61 pages). Available
Beaudry, C. (2021). Assurer la prospérité du Québec par l'innovation durable. (Technical Report). External link
Beaudry, C. (2021). Comment aider les entreprises à surmonter les obstacles à l'innovation. (Technical Report). Unavailable
Beaudry, C., Burger-Helmchen, T., & Cohendet, P. (2021). Editorial: Innovation policies and practices within innovation ecosystems. Industry and Innovation, 28(5), 535-544. Available
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. (Technical Report). External link
Beaudry, C., Rodriguez Blanco, C. M., Diagne, B., Mirnezami, S. R., & Tahmooresnejad, L. (2021). Les défis futurs de la politique scientifique au Québec. (Technical Report). Unavailable
Belbahri, M., Murua, A., Gandouet, O., & Partovi Nia, V. (2021). Qini-based uplift regression. Annals of Applied Statistics, 15(3), 1247-1272. External link
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. External link
Ben Slimen, M. S. (2021). Une généralisation de l'analyse en composantes indépendantes pour le débruitage des signaux de parole [Master's thesis, Polytechnique Montréal]. Available
Ben Slimene, M. (2021). Méthodologie de regroupement interprétable des profils de dégradation de systèmes en exploitation [Master's thesis, Polytechnique Montréal]. Available
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. External link
Benkarim, A., & Imbeau, D. (2021). Organizational Commitment and Lean Sustainability: Literature Review and Directions for Future Research. Sustainability, 13(6), 3357 (24 pages). Available
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. External link
Bernard, S. (2021, April). L'obsolescence programmée [Presentation]. In Ateliers d'échange et de réflexion - L'état des lieux et la gestion des résidus ultimes. Unavailable
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. External link
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 [Master's thesis, Polytechnique Montréal]. Available
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). Available
Bingane, C., & Audet, C. (2021). The equilateral small octagon of maximal width. (Technical Report n° G-2021-45). External link
Bingane, C., & Audet, C. (2021). Tight bounds on the maximal perimeter of convex equilateral small polygons. (Technical Report n° G-2021-31). External link
Bingane, C., Anjos, M. F., & Le Digabel, S. (2021, July). CONICOPF: conic relaxations for AC optimal power flow computations [Paper]. IEEE Power and Energy Society General Meeting (PESGM 2021), Washington, D.C., USA (5 pages). External link
Bingane, C., Anjos, M. F., & Le Digabel, S. (2021, July). Tight-and-cheap conic relaxation for the optimal reactive power dispatch problem [Paper]. 2021 IEEE Power and Energy Society General Meeting (PESGM 2021), Washington, D.C., USA (1 page). External link
Bissonnette, J. (2021). Développement de méthodes d'échantillonnage de particules de poudre modifiées lors d'impressions par FSL de l'alliage de titane Ti64 [Master's thesis, Polytechnique Montréal]. Available
Bobbio, F., Carvalho, M., Torrico, A., & Lodi, A. (2021, July). Optimal capacity expansion in the college admission [Paper]. 31st European Conference on Operational Research (EURO 2021). Unavailable
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. External link
Boudina, A., Ben Ali, M., Pellerin, R., & Danjou, C. (2021, May). Estimation du poids et du volume des fruits et légumes via les technologies d'imagerie et de vision par ordinateur : état de l'art [Paper]. Congrès international de génie industriel (CIGI Qualita 2021), Grenoble, France. Unavailable
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. External link
Bourret, Q., Charland, J., Imbeau, D., Brouillette, D., & Djire, J.-B. (2021, June). Ergo4All: An Ergonomic Guidance Tool for Non-ergonomist [Paper]. 21st Congress of the International Ergonomics Association (IEA 2021). External link
Bretin, A. (2021). Optimisation spatio-temporelle des routes pour les problèmes de livraison de colis par services postaux [Ph.D. thesis, Polytechnique Montréal]. Available
Bretin, A., Desaulniers, G., & Rousseau, L.-M. (2021). Compact routes for parcel delivery by postal services. (Technical Report n° G-2021-04). External link
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. External link
Brika, Z., Gamache, M., & Dimitrakopoulos, R. (2021). Optimizing the mine production scheduling accounting for stockpiling and investment decisions under geological uncertainty. (Technical Report n° G-2021-17). External link
Brunet, C. M. (2021). L'énergie solaire à l'épreuve du développement durable [Ph.D. thesis, Polytechnique Montréal]. Available
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. External link
Burlet-Vienney, D., Chinniah, Y. A., Gonzalez-Cortes, A., Ben Mosbah, A., Ouellet, C., & Bahloul, A. (2021, July). Risk assessment tool and prevention through design for confined space entries : an approach based on safety of machinery [Paper]. 10th International Conference on the Safety of Industrial Automated Systems (SIAS 2020), Aichi, Japan (6 pages). Unavailable
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. External link
Bushehri, A. S., Keivanpour, S., Azam, M., & Nicolescu, G. (2021, December). Anomalous energy detection for resource-constrained embedded systems using tracing data analysis [Paper]. 2021 International Conference on Electrical, Computer, and Energy Technologies (ICECET 2021), Cape Town, South Africa (8 pages). External link
Cabour, G., Ledoux, É., & Bassetto, S. (2021, June). Extending System Performance Past the Boundaries of Technical Maturity: Human-Agent Teamwork Perspective for Industrial Inspection [Paper]. 21st Congress of the International Ergonomics Association (IEA 2021). External link
Cadoret, T., Danjou, C., & Le Duigou, J. (2021, March). Intégration horizontale au service du PLM : un état de l'art [Paper]. 17ème colloque national S-mart AIP-PRIMECA (s-mart 2021). Unavailable
Cadoret, T., Danjou, C., & Le Duigou, J. (2021, May). Intégration verticale pour le pilotage des systèmes de production : un état de l'art [Paper]. Congrès international de génie industriel (CIGI Qualita 2021), Grenoble, France. Unavailable
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. External link
Cappart, Q., Chételat, D., Khalil, E. B., Lodi, A., Morris, C., & Veličković, P. (2021, August). Combinatorial Optimization and Reasoning with Graph Neural Networks [Paper]. 30th International Joint Conference on Artificial Intelligence (IJCAI 2021). External link
Cappart, Q., Moisan, T., Rousseau, L.-M., Prémont-Schwarz, I., & Cire, A. A. (2021, February). Combining Reinforcement Learning and Constraint Programming for Combinatorial Optimization [Paper]. 35th AAAI Conference on Artificial Intelligence / 33rd Conference on Innovative Applications of Artificial Intelligence / 11th Symposium on Educational Advances in Artificial Intelligence. Published in Proceedings of the ... AAAI Conference on Artificial Intelligence, 35(5). External link
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. External link
Carrières, V. (2021). Utilisation des données d'une plateforme de traçabilité blockchain pour l'amélioration des ACV [Master's thesis, Polytechnique Montréal]. Available
Carrières, V., Lemieux, A.-A., & Pellerin, R. (2021, September). Opportunities of Blockchain Traceability Data for Environmental Impact Assessment in a Context of Sustainable Production [Paper]. IFIP WG 5.7 International Conference on Advances in Production Management Systems, APMS 2021), Nantes, France. External link
Chalumeau, F., Coulon, I., Cappart, Q., & Rousseau, L.-M. (2021, July). SeaPearl: A Constraint Programming Solver Guided by Reinforcement Learning [Paper]. 18th International Conference on the Integration of Constraint Programming, Artificial Intelligence, and Operations Research (CPAIOR 2021), Vienna, Austria. External link
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. External link
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). External link
Cheng, C., Adulyasak, Y., & Rousseau, L.-M. (2021). Robust Facility Location Under Disruptions. INFORMS Journal on Optimization, 3(3), 298-314. External link
Cheng, Z., Trépanier, M., & Sun, L. (2021). Incorporating travel behavior regularity into passenger flow forecasting. Transportation Research Part C: Emerging Technologies, 128, 16 pages. External link
Cheng, Z., Trépanier, M., & Sun, L. (2021). Probabilistic model for destination inference and travel pattern mining from smart card data. External link
Clément, J. (2021). Utilisation de l'apprentissage automatique pour la planification de projet de construction [Master's thesis, Polytechnique Montréal]. Available
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. External link
Contardo, C., & Hertz, A. (2021). An exact algorithm for a class of geometric set-cover problems. Discrete Applied Mathematics, 300, 25-35. External link
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. External link
Costa, L. R., Aloise, D., Gianoli, L. G., & Lodi, A. (2021). Heuristics for optimizing 3D mapping missions over swarm-powered ad-hoc clouds. (Technical Report n° 2021-09). External link
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). Available
Crainic, T. G., Gendreau, M., & Gendron, B. (2021). Fixed-Charge Network Design Problems. In Network Design with Applications to Transportation and Logistics (pp. 15-28). External link
Crainic, T. G., Gendreau, M., & Gendron, B. (2021). Heuristics and Metaheuristics for Fixed-Charge Network Design. In Network Design with Applications to Transportation and Logistics (pp. 91-138). External link
Crainic, T. G., Gendreau, M., & Gendron, B. (2021). Network Design with Applications to Transportation and Logistics. External link
Cybis, P., & Bernard, S. (2021). Fast fashion : why firms incinerate deadstock and public policies. (Technical Report n° WP 21-10). External link
Da Silva, R. H., Armellini, F., Beaudry, C., & Kaminski, P. C. (2021, June). Using text mining tools to extract relevant information about sustainable mobility initiatives by automakers [Paper]. 29th Gerpisa International Colloquium on the Transformation of the Global Auto Industry : Digitalisation, Ecological Transition and the Impact of the COVID-19 Crisis. External link
Da Silva, R. H., Balieiro, F., Armellini, F., Beaudry, C., & Kaminski, P. C. (2021, May). Using text mining tools to extract relevant information on sustainable mobility [Paper]. 1st 4POINT0 Conference on Policies, Practices and Processes related to the Performance of Innovation Ecosystems. Unavailable
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. External link
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. External link
Dadouchi, C., & Agard, B. (2021). Recommender systems as an agility enabler in supply chain management. Journal of Intelligent Manufacturing, 32(5), 1229-1248. External link
Dalmeijer, K., & Desaulniers, G. (2021). Addressing Orientation Symmetry in the Time Window Assignment Vehicle Routing Problem. INFORMS Journal on Computing, 33(2), 495-510. External link
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. External link
Danjou, C. (2020, January). Organisation agile [Presentation]. In Mission Mine Automne 2030, Rouyn-Noranda, Québec, Canada. Unavailable
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. External link
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. (Technical Report). External link
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. External link
De Paula Ferreira, W. (2021). A framework to Support Industry 4.0 Initiatives in Manufacturing Companies [Ph.D. thesis, Polytechnique Montréal]. Available
De Paula Ferreira, W., Armellini, F., de Santa-Eulalia, L. A., & Rebolledo, C. (2021). Modelling and Simulation in Industry 4.0. In 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, pp. 57-72). External link
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. In Artificial intelligence in industry 4.0 (Vol. 928, pp. 85-97). External link
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. External link
Debia, M., Catto, C., Fleck, A., Masse, J.-P., L'Espérance, G., & Roberge, B. (2021). Characterization of unintentionally released nanometric particles in various workplaces. (Technical Report n° R-1133). External link
Decouvelaere, R. (2021). Segmentation spatio-temporelle modulable des usagers de cartes à puce [Master's thesis, Polytechnique Montréal]. Available
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. External link
Deschaintres, É., Morency, C., & Trépanier, M. (2021, January). Measuring Changes in Multimodal Travel Behavior: What Is the Effect of Transport Supply Improvement? [Paper]. 100th Annual Meeting of the Transportation Research Board. Unavailable
Dessevre, G. (2021). Contrôle du paramètre Decoupled Lead Time (DLT) et des temps de réponse dans un système piloté en DDMRP [Ph.D. thesis, Polytechnique Montréal]. Available
di Serafino, D., & Orban, D. (2021). Constraint-Preconditioned Krylov Solvers for Regularized Saddle-Point Systems. SIAM Journal on Scientific Computing, 43(2), 1001-1026. External link
Disson, B., Trépanier, M., & Morency, C. (2021). Public transit transfer analysis from smart card data. (Technical Report n° CIRRELT-2021-06). External link
Doyon-Poulin, P. (2021). Erreur humaine. In Brangier, E., & Valléry, G. (eds.), Ergonomie : 150 notions clés : dictionnaire encyclopédique (pp. 267-269). External link
Ducharme, C. (2021). Prévision de la demande intermittente avec ou sans données de télémesure [Ph.D. thesis, Polytechnique Montréal]. Available
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). External link
Dumouchelle, J. (2021). Machine Learning for Booking Control [Master's thesis, Polytechnique Montréal]. Available
Ebrahimipour, V. (2021, December). Lexical semantic analysis to support ontology maintenance modeling of FMEA [Paper]. IEEE International Conference on Industrial Engineering and Engineering Management (IEEM 2021). External link
Ebrahimipour, V., & Sheikhalishahi, M. (2021, October). Lexical Semantic Analysis to support Ontology Maintenance Modeling of FMEA [Paper]. International Conference on Electrical, Computer, Communications and Mechatronics Engineering (ICECCME 2021), Mauritius (6 pages). External link
Echternach-Jaubert, M., Pellerin, R., & Joblot, L. (2021, October). Litigation management process in construction industry [Paper]. International Conference on ENTERprise Information Systems (CENTERIS 2020) and International Conference on Project MANagement (ProjMAN 2020) and International Conference on Health and Social Care Information Systems and Technologies (HCist 2020), Algarve, Portugal. Published in Procedia Computer Science, 181. Available
El Hage, J., Gravitt, P., Ravel, J., Lahrichi, N., & Gralla, E. (2021). Supporting scale-up of COVID-19 RT-PCR testing processes with discrete event simulation. PLOS One, 16(7), 19 pages. Available
Elfar, O., Yacout, S., & Osman, H. (2021). Accelerating logical analysis of data using an ensemble-based technique. Engineering Letters, 29(4), 1616-1625. External link
Emde, S., Tahirov, N., Gendreau, M., & Glock, C. H. (2021). Routing automated lane-guided transport vehicles in a warehouse handling returns. European Journal of Operational Research, 292(3), 1085-1098. External link
Emine, Y., Soumis, F., & El Hallaoui, I. (2021). New complementary problem formulation for the improved primal simplex. (Technical Report n° G-2021-24). External link
Er-Rbib, S., Desaulniers, G., El Hallaoui, I., & Bani, A. (2021). Integrated and sequential solution methods for the cyclic bus driver rostering problem. Journal of the Operational Research Society, 72(4), 764-779. External link
Er-Rbib, S., Desaulniers, G., El Hallaoui, I., & Munroe, P. (2021). Preference-based and cyclic bus driver rostering problem with fixed days off. Public Transport, 13(2), 251-286. External link
Farvaque, É., Joanis, M., & Ooghe, N. (2021). Faut-il brûler les règles budgétaires? Leçons de l'expérience américaine (1988-2017). Revue française de géotechnique, 36(3), 103-153. External link
Feijoo, F., Sankaranarayanan, S., Avraam, C., & Siddiqui, S. (2021). Mathematical Models for Evolving Natural Gas Markets. In Chen, C., Chen, Y., & Jayaraman, V. (eds.), Pursuing Sustainability (pp. 359-386). External link
Fermín Cueto, P., Gjeroska, I., Solà Vilalta, A., & Anjos, M. F. (2021). A solution approach for multi‐trip vehicle routing problems with time windows, fleet sizing, and depot location. Networks, 78(4), 503-522. Available
Ferreira, W. P., da Cruz, L. C., & De Souza Dutra, M. D. (2021). A decomposition resolution approach for a production-inventory-distribution-routing problem. [Uma abordagem de decomposição para resolução de um problema de produção, inventário, distribuição e roteirização]. Exacta, 19(2), 351-373. Available
Fischer, V., Pacheco Paneque, M., Legrain, A., & Bürgy, R. (2021). A capacitated multi-vehicle covering tour problem on a road network and its application to waste collection. (Technical Report n° G-2021-73). External link
Fricker, C., Mohamed, H., Popescu, T., & Trépanier, M. (2021). Stochastic Modelling of Free-Floating Car-Sharing Systems. (Technical Report n° CIRRELT-2021-07). External link
Fromentin, G. (2021). Caractérisation d'un écosystème économique local [Master's thesis, Polytechnique Montréal]. Available
Gagné, C., Veilleux, S., Armellini, F., & Cohendet, P. (2021, June). Developing indicators of open innovation events outcomes [Paper]. 2021 ISPM Innovation Conference, Berlin, Germany. Unavailable
Galmard, R. (2021). Cadre généralisé de planification tactique de projets de remise à niveau de navires [Master's thesis, Polytechnique Montréal]. Available
Garnett, H. A., & Grogan, S. (2021). I Came, I Saw, I Voted: Distance to Polling Locations and Voter Turnout in Ontario, Canada. Canadian Journal of Political Science, 54(2), 316-334. External link
Garnier, C., Trépanier, M., & Morency, C. (2021, January). Criteria to Transfer Paratransit Trips into a Transit Network [Paper]. 100th Annual Meeting of the Transportation Research Board. Unavailable
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. External link
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). External link
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. External link
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. Available
Ghiyasinasab, M., Lahrichi, N., & Lehoux, N. (2021). A simulation model to analyse automation scenarios in decontamination centers. Health Systems, 12(2), 181-197. External link
Giraud, L., Blaise, J. C., Chinniah, Y. A., & Poisson, P. (2021, July). Machine safety in the food processing industry during the cleaning and sanitation phases [Paper]. 10th International Conference on the Safety of Industrial Automated Systems (SIAS 2020), Aichi, Japan. Unavailable
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. External link
Gobeil, G. (2021). Développement d'une méthode de post-traitement adaptée aux valeurs extrêmes pour les précipitations simulées par un modèle climatique [Master's thesis, Polytechnique Montréal]. Available
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. External link
Grangier, P., Gendreau, M., Lehuédé, F., & Rousseau, L.-M. (2021). The vehicle routing problem with cross-docking and resource constraints. Journal of Heuristics, 27(1-2), 31-61. External link
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. External link
Guilhen, L., Pellerin, R., & Danjou, C. (2021, May). C3PO : Une ontologie développée pour le pilotage de la production fromagère au Québec [Paper]. Congrès international de génie industriel (CIGI Qualita 2021), Grenoble, France. Unavailable
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. External link
Guyon, O., Millet, D., Garcia, J., Margni, M., Richet, S., & Tchertchian, N. (2021). Prioritisation of modelling parameters of a free-floating car sharing system according to their sensitivity to the environmental impacts. Journal of Cleaner Production, 296, 10 pages. External link
Hadjidimitriou, N. S., Frangioni, A., Koch, T., & Lodi, A. (eds.) (2021). Mathematical Optimization for Efficient and Robust Energy Networks. External link
Haffaci, K., Massicotte, M.-C., & Doyon-Poulin, P. (2021, June). Goal-Directed Task Analysis for Situation Awareness Requirements During Ship Docking in Compulsory Pilotage Area [Paper]. 21st Triennal Congress of the International Ergonomics Association (IEA 2021), Vancouver, Canada (8 pages). Available
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 [Paper]. XXII World Congress on Safety and Health at Work, Toronto, ON, Canada. Unavailable
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. External link
Haji Mohammad, F. (2021). Evaluation and Configuration of a Demand-Driven Distribution Resource Planning (DDDRP) [Master's thesis, Polytechnique Montréal]. Available
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 [Master's thesis, Polytechnique Montréal]. Available
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. External link
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. External link
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. External link
Hassani, R., Desaulniers, G., & El Hallaoui, I. (2021). Parallel stimulation of disruptions for personnel scheduling in a flexible working environment. (Technical Report n° G-2021-01). External link
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. External link
Hassen, N. (2021). Approximate Inference in Bayesian Neural Networks [Master's thesis, Polytechnique Montréal]. Available
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. External link
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. External link
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). Available
Hébert-Lavoie, M., Ung, K., Boudreault, L., Mahmoudi, C., Vu, Q. P., Jouvet, P., & Doyon-Poulin, P. (2021, June). Remote Design of a Pediatric Intensive Care Unit Dashboard in Time of Pandemics [Paper]. 21st Triennial Congress of the International Ergonomics Association (IEA 2021), Vancouver, Canada (8 pages). Available
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. External link
Hertz, A., & Ries, B. (2021). Graph colouring variations. In Beineke, L. W., Golumbic, M. C., & Wilson, R. J. (eds.), Topics in Algorithmic Graph Theory (pp. 33-51). External link
Hertz, A., Hertz, A., & Mélot, H. (2021). Using Graph Theory to Derive Inequalities for the Bell Numbers. Journal of Integer Sequences, 24(10), 21.10.6 (19 pages). External link
Hertz, A., Hertz, A., & Mélot, H. (2021). Using graph theory to derive inequalities for the Bell numbers. (Technical Report n° G-2021-06). External link
Hertz, A., Kuflik, T., & Tuval, N. (2021). Resolving sets and integer programs for recommender systems. Journal of Global Optimization, 81(1), 153-178. External link
Hertz, A., Mélot, H., Bonte, S., & Devillez, G. (2021). Lower bounds and properties for the average number of colors in the non-equivalent colorings of a graph. (Technical Report n° G-2021-25). External link
Hertz, A., Mélot, H., Bonte, S., Devillez, G., & Hauweele, P. (2021). Upper bounds on the average number of colors in the non-equivalent colorings of a graph. (Technical Report n° G-2021-28). External link
Jebali, R. (2021). Estimation des courbes de tarage et de leurs incertitudes pour les cours d'eau du Québec méridional [Master's thesis, Polytechnique Montréal]. Available
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. External link
Joblot, L., Danjou, C., Pellerin, R., & Lamouri, S. (2020, June). Industry 4.0 and BIM: Do They Share the Same Objectives? [Paper]. International Joint Conference on Mechanics, Design Engineering & Advanced Manufacturing (JCM 2020), Aix-en-Provence, France. External link
Jones, L., Beaudry, C., Elgie, S., Flood, G., Fowlie, A., Mercer, D., Mussar, K., & Olewiler, N. (2021). Recommandations sur l'innovation et l'expérimentation en matière de réglementation, la mise en œuvre d'une optique de compétitivité et l'examen de la Loi sur la réduction de la paperasse. (Technical Report). External link
Joshi, C. K., Cappart, Q., Rousseau, L.-M., & Laurent, T. (2021, October). Learning TSP requires rethinking generalization [Paper]. 27th International Conference on Principles and Practice of Constraint Programming (CP 2021), Montpellier, France (21 pages). Available
Kafaei, P., Cappart, Q., Renaud, M.-A., Chapados, N., & Rousseau, L.-M. (2021). Graph neural networks and deep reinforcement learning for simultaneous beam orientation and trajectory optimization of Cyberknife. Physics in Medicine and Biology, 66(21), 215002 (17 pages). External link
Keivanpour, S. (2020, July). Benchmarking and Visualization of the Ergonomic Risks in a Manufacturing Plant: Joint Application of Fuzzy AHP and Treemap [Paper]. International Conference on Intelligent and Fuzzy Systems (INFUS 2020), Istanbul, Turkey. External link
Keivanpour, S. (2020, July). A Fuzzy Strategy Analysis Simulator for Exploring the Potential of Industry 4.0 in End of Life Aircraft Recycling [Paper]. International Conference on Intelligent and Fuzzy Systems (INFUS 2020), Istanbul, Turkey. External link
Keivanpour, S. (2021, July). How to stay current in teaching sustainability topics during the pandemic [Paper]. EDULEARN 2021. External link
Keivanpour, S. (2021). Sustainability Balanced Scorecard Approach to Internet of Things Enabled Logistics Systems. Engineering Management Journal, 34(3), 450-474. External link
Keivanpour, S. (2021, July). Teaching an Operation Management Course During the Pandemic: A Lean Approach [Paper]. 13th International Conference on Education and New Learning Technologies (EDULEARN 2021). External link
Keivanpour, S. (2021, June). Toward an agile pedagogical strategy for the COVID-19 era: A case study of teaching sustainability topics [Paper]. Teaching Culturally and Linguistically Diverse International Students in Open and/or Online Learning Environments: A Research Symposium, Windsor, ON, Canada (6 pages). External link
Keivanpour, S. (2021, May). Work-in-Progress-digital twin and gamification for designing an educational lab for circular economy [Paper]. 7th International Conference of the Immersive Learning Research Network (iLRN 2021) (3 pages). External link
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). External link
Khalifa, R. M., Yacout, S., & Bassetto, S. (2021, November). Quality 4.0 : entity relationship model for inspection and repair processes in aerospace domain [Paper]. 6th North American Conference on Industrial Engineering & Operations Management (IEOM 2021), Monterrey, Mexico (11 pages). External link
Kheradmand, E., Prudhomme, S., & Laforest, M. (2021). A fast contact detection method for ellipsoidal particles. International Journal for Numerical and Analytical Methods in Geomechanics, 45(9), 1169-1194. External link
Kiani, S., Sheshyekani, K., & Dagdougui, H. (2021, June). Real-time aggregation of large-scale EVs considering fast charging [Paper]. IEEE Transportation Electrification Conference and Expo (ITEC 2021), Chicago, IL, USA (6 pages). External link
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. External link
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. External link
Kuznetsova Gonzalez, 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. External link
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. (Technical Report). External link
Laage, G. (2021). Models for Integrated Demand Forecasting and Planning: Application to Large-scale Transportation Networks and Impact Assessment [Ph.D. thesis, Polytechnique Montréal]. Available
Lakhmiri, D. (2021). Optimisation des hyperparamètres des réseaux de neurones profonds [Ph.D. thesis, Polytechnique Montréal]. Available
Lakhmiri, D., & Le Digabel, S. (2021). Use of static surrogates in hyperparameter optimization. (Technical Report n° G-2021-10). External link
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. External link
Lalagüe, M. (2021). Modèle de planification tactique adaptée aux PME œuvrant dans un contexte ETO [Master's thesis, Polytechnique Montréal]. Available
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. External link
Lathuillière, M. J., Patouillard, L., Margni, M., Ayre, B., Löfgren, 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. External link
Le Pironnec, E. (2021). Méthode d'analyse de causes racines supportée par la donnée pour les chaînes d'approvisionnement [Master's thesis, Polytechnique Montréal]. Available
Lefebvre, M. (2021). Exact solutions to optimal control problems for wiener processes with exponential jumps. Journal of Stochastic Analysis, 2(2), 10 pages. External link
Lefebvre, M. (2021). Moments of First-Passage Places for Jump-Diffusion Processes. Sankhya A, 83(1), 245-253. External link
Lefebvre, M. (2021, September). Nanoparticles Brownian motion [Presentation]. In International Summer School on Nanostructures and Biomaterials: Assembly and Characterization Methods, Lipari, Italie. Unavailable
Lefebvre, M. (2021). On a modified M/M/m/n queueing model. Computer Science Journal of Moldova, 29(1), 29-40. External link
Lefebvre, M. (2021, March). Stochastic modeling in hydrology [Presentation]. In International Workshop on New Horizons in Experimental Investigation Techniques for Condensed Matter Systems, Messina, Italie. Unavailable
Lefebvre, M. (2021, July). Survival maximization for time series [Presentation]. In Mathematics & IT: Research and Education (MITRE-2021), Chisinau, Moldavie. External link
Lefebvre, M., & Moutassim, A. (2021). Exact solutions to the homing problem for a Wiener process with jumps. Optimization, 70(2), 307-319. External link
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. External link
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. (Technical Report). External link
Li, X., Genest, C., & Jalbert, J. (2021). A self‐exciting marked point process model for drought analysis. Environmetrics, 32(8), 1-24. Available
Liu, D., Lodi, A., & Tanneau, M. (2021). Learning chordal extensions. Journal of Global Optimization, 81(1), 3-22. External link
Lotfi, S., Orban, D., & Lodi, A. (2021). Stochastic adaptive regularization with dynamic sampling for machine learning. (Technical Report n° G-2020-51). External link
Luciani, F., De Paula Ferreira, W., Armellini, F., & Santa-Eulalia, L. A. (2021, November). An outlook on the contribution of agent-based modeling and simulation for innovation ecosystems [Paper]. 2021 ISPM Connects Valencia, Valencia, Spain. Unavailable
Ma, D., Orban, D., & Saunders, M. A. (2020, January). A Julia Implementation of Algorithm NCL for Constrained Optimization [Paper]. 5th International Conference on Numerical Analysis and Optimization: Theory, Methods, Applications and Technology Transfer (NAOV 2020), Muscat, Oman. External link
Ma, D., Orban, D., & Saunders, M. A. (2021). A Julia implementation of Algorithm NCL for constrained optimization. (Technical Report n° 2021-02). External link
Madelin, G., & Lahrichi, N. (2021). Modeling and improving the logistic distribution network of a hospital. International Transactions in Operational Research, 28(1), 70-90. External link
Magalas, T. (2021). Modélisation du Capital Humain dans le processus d'innovation d'une entreprise industrielle [Master's thesis, Polytechnique Montréal]. Available
Mahdi, S. (2021). Outil de planification de tournées de transport à la demande pour la desserte de gares de train de banlieue [Master's thesis, Polytechnique Montréal]. Available
Mahecha, D., Beaudry, C., Aubin, C.-É., & Armellini, F. (2021, May). Numerical transformation in the "health ecosystem" - A bibliometric analysis 1994-2021 [Paper]. 1st 4POINT0 Conference on Policies, Practices and Processes related to the Performance of Innovation Ecosystems. Unavailable
Mahecha, D., Beaudry, C., Molaret, P., & Armellini, F. (2021, May). The industry productivity and the link with the adoption of advanced technology - A case study in Quebec [Paper]. 1st 4POINT0 Conference on Policies, Practices and Processes related to the Performance of Innovation Ecosystems. Unavailable
Marques, R., De Paula Ferreira, W., Nassif, G., Armellini, F., Dungen, J., & De Santa-Eulalia, L. A. (2021, June). Exploring the application of IoT in the service station business [Paper]. 17th IFAC Symposium on Information Control Problems in Manufacturing (INCOM 2021), Budapest, Hongrie. Published in IFAC-Papers Online, 54(1). External link
Marty, F., & Warin, T. (2021). Visa's abandoned plan to acquire plaid : what could have been a textbook case of a killer acquisition. (Technical Report). External link
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 [Master's thesis, Polytechnique Montréal]. Available
Masmoudi, O. (2021). Modélisation et analyse de la non-qualité de planches en bois par apprentissage automatique [Master's thesis, Polytechnique Montréal]. Available
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. Available
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). External link
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. External link
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. External link
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. External link
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. External link
Mehri, B., Trépanier, M., & Goussard, Y. (2021, October). Analysis of Tweets to characterize incidents in a metro network [Paper]. TransitData 2021, Tel-Aviv, Israel. Unavailable
Mehri, M. (2021). Metaheuristic Approach for the Facility Layout Problem in a Hospital [Master's thesis, Polytechnique Montréal]. Available
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. External link
Migot, T., Orban, D., & Soares Siquiera, A. (2021). DCISolver.jl: A Julia solver for nonlinear optimization using dynamic control of infeasibility. (Technical Report n° G-2021-67). External link
Montoison, A., & Orban, D. (2021). GPMR: An iterative method for unsymmetric partitioned linear systems. (Technical Report n° G-2021-62). External link
Montoison, A., & Orban, D. (2021). TriCG and TriMR: Two iterative methods for symmetric and quasi-definite systems. (Technical Report n° G-2020-41). External link
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. External link
Morabit, M., Desaulniers, G., & Lodi, A. (2021). Machine-learning-based arc selection for constrained shortest path problems in column generation. (Technical Report n° G-2021-72). External link
Morabit, M., Desaulniers, G., & Lodi, A. (2021). Machine-Learning-Based Column Selection for Column Generation. Transportation Science, 55(4), 815-831. External link
Morissette, J. (2021). Caractérisation des impacts environnementaux de l'autopartage à Montréal [Master's thesis, Polytechnique Montréal]. Available
Mufida, M. K., Cadi, A. A. E., Delot, T., & Trépanier, M. (2021, July). Towards a continuous forecasting mechanism of parking occupancy in urban environments [Paper]. 25th International Database Applications and Engineering Symposium (IDEAS 2021), Montreal, Québec. External link
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. External link
Neal, C., Dagdougui, H., Lodi, A., & Fernandez, J. M. (2021, January). Reinforcement Learning Based Penetration Testing of a Microgrid Control Algorithm [Paper]. 11th IEEE Annual Computing and Communication Workshop and Conference (CCWC 2021), Nevada, USA. External link
Nguyen, A., Lamouri, S., & Pellerin, R. (2021, June). Managing demand volatility during unplanned events with sentiment analysis: a case study of the COVID-19 pandemic [Paper]. 17th IFAC Symposium on Information Control Problems in Manufacturing (INCOM 2021), Budapest, Hongrie. Published in IFAC-Papers Online, 54(1). External link
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. External link
Nguyen, A., Usuga-Cadavid, J. P., Lamouri, S., Grabot, B., & Pellerin, R. (2020, October). Understanding Data-Related Concepts in Smart Manufacturing and Supply Chain Through Text Mining [Paper]. 10th International Workshop on Service Oriented, Holonic and Multi-agent Manufacturing Systems for Industry of the Future (SOHOMA 2020), Paris, France. External link
Niamié, Y. O. (2021). La liminalité de l'accélérateur comme catalyseur de l'écosystème entrepreneurial. Gestion 2000, 38(3), 17-39. External link
Niamié, Y. O., & Kuyken, K. (2021). Analyse de l'offre de financement des startups au Québec. (Technical Report). Unavailable
Olivier, P., Lodi, A., & Pesant, G. (2021). Measures of balance in combinatorial optimization. 4OR, 20(3), 391-415. External link
Olivier, P., Lodi, A., & Pesant, G. (2021). The Quadratic Multiknapsack Problem with Conflicts and Balance Constraints. INFORMS Journal on Computing, 33(3), 949-962. External link
Ooghe, N. (2021). Économie Politique des finances publiques : L'expérience des États américains [Ph.D. thesis, Polytechnique Montréal]. Available
Padidar, M., Keivanpour, S., & Ben Ali, M. (2021, October). Smart freight transportation platform development and impacts on C0₂ emission in Quebec [Paper]. 2021 Future Technologies Conference (FTC 2021), Vancouver, B.C., Canada. External link
Padilla-Rivera, A., Barros Telles Do Carmo, B., Arcese, G., & Merveille, N. (2021). Social circular economy indicators: Selection through fuzzy delphi method. Sustainable Production and Consumption, 26, 101-110. External link
Paillé, P., & Francoeur, V. (2021, June). Enabling employees to perform the required green tasks through support and empowerment [Presentation]. In 14th Academy of Innovation, Entrepreneurship, and Knowledge Conference (ACIEK 2021), Sorbonne, France. Unavailable
Parjadis, A., Cappart, Q., Rousseau, L.-M., & Bergman, D. (2021, July). Improving Branch-and-Bound Using Decision Diagrams and Reinforcement Learning [Paper]. 18th International Conference on the Integration of Constraint Programming, Artificial Intelligence, and Operations Research (CPAIOR 2021), Vienna, Austria. External link
Parmentier, A., & Vidal, T. (2021, July). Optimal counterfactual explanations in tree ensembles [Paper]. 38th International Conference on Machine Learning (ICML 2021). External link
Parrenin, L., Danjou, C., & Agard, B. (2021, May). Prédiction de la qualité de la farine après mouture [Paper]. Congrès international de génie industriel (CIGI Qualita 2021), Grenoble, France. Unavailable
Passalacqua, M., Sénécal, S., Frédette, M., Nacke, L. E., Pellerin, R., & Léger, P.-M. (2021). Should gamification be personalized? A self-deterministic approach. AIS Transactions on Human-Computer Interaction, 13, 265-286. External link
Pedneault, J., Desjardins, V., Margni, M., Conciatori, D., Fafard, M., & Sorelli, L. (2021). Economic and environmental life cycle assessment of a short-span aluminium composite bridge deck in Canada. Journal of Cleaner Production, 310, 127405. Available
Pedneault, J., Majeau-Bettez, G., Krey, V., & Margni, M. (2021). What future for primary aluminium production in a decarbonizing economy? Global Environmental Change, 69. Available
Pedneault, J., Majeau-Bettez, G., Krey, V., & Margni, M. (2021). What future for primary aluminium production in a decarbonizing economy? (vol 69, 102316, 2021). Global Environmental Change-Human and Policy Dimensions, 70, 102352 (1 page). External link
Pham, T.-S., Rousseau, L.-M., & De Causmaecker, P. (2021). A two-phase approach for the Radiotherapy Scheduling Problem. Health Care Management Science, 25(2), 191-207. External link
Piat, J.-R. (2021). Feuille de route pour la mise en place de système cyber-physique en PME : application dans une meunerie industrielle biologique [Master's thesis, Polytechnique Montréal]. Available
Piat, J.-R., Danjou, C., & Agard, B. (2021, May). Implantation d'une architecture de CPS permettant l'interopérabilité des systèmes de production en contexte de PME [Paper]. Congrès international de génie industriel (CIGI Qualita 2021), Grenoble, France. Unavailable
Pirie, S., Trépanier, M., & Gendron, B. (2021). Characterization of a COVID-fired bike urban delivery system. (Technical Report n° CIRRELT-2021-02). External link
Pratik, P., Hébert-Lavoie, M., Ouellette, B., Siblini, R., Larose, M.-H., Chung, J., & Doyon-Poulin, P. (2021, June). Development and Evaluation of Flight Deck Using Augmented Reality [Paper]. 65th Canadian Space and Aeronautics Institute Conference (AERO 2021), Ottawa, Canada. Unavailable
Prouvost, A. (2021). New Foundations of Machine Learning for Combinatorial Optimization [Ph.D. thesis, Polytechnique Montréal]. Available
Prudhomme, S., Guignard, D., Darrigrand, V., Kergrene, K., Vacher, J., & Iannuzzi, V. (2021, June). Computational Analysis of Goal-Oriented Adaptive Strategies based on Several Error Representations [Presentation]. In 10th International Conference on Adaptative Modeling and Simulation (ADMOS 2021), Gothenburg, Sweden. External link
Quintero-Herrera, S., García-León, A. M., Botello-alvarez, J. E., Estrada-Baltazar, A., Abel-Seabra, J. E., Padilla-Rivera, A., & Rivas-Garcia, P. (2021). The use of broccoli agro-industrial waste in dairy cattle diet for environmental mitigation. Cleaner Environmental Systems, 2, 11 pages. External link
Racine, I. (2021). Identification des obstacles socio-économiques aux technologies durables dans le domaine de la construction au Québec [Master's thesis, Polytechnique Montréal]. Available
Rad, M., Sarencheh, S., Schiffauerova, A., & Beaudry, C. (2021, May). Effect of social and personal characteristics of innovation on the economic performance : the study of patent commercialization in Canadian nanotechnology innovation ecosystem [Paper]. 1st 4POINT0 Conference on Policies, Practices and Processes related to the Performance of Innovation Ecosystems. Unavailable
Rahi, K., Bourgault, M., & Preece, C. (2021). Risk and vulnerability management, project agility and resilience : a comparative analysis. International Journal of Information Systems and Project Management, 9(4), 5-21. External link
Rahmaniani, R., Crainic, T. G., Gendreau, M., & Rei, W. (2021). An asynchronous parallel Benders decomposition method for stochastic network design problems. (Technical Report n° CIRRELT-2021-41). External link
Ramdani, A., Beaudry, C., & Bourgault, M. (2021, May). Collaborative network in Canada's 5G innovation ecosystem [Paper]. 1st 4POINT0 Conference on Policies, Practices and Processes related to the Performance of Innovation Ecosystems. Unavailable
Randel, R., Aloise, D., & Hertz, A. (2021). Exploring dual information in distance metric learning for clustering. (Technical Report n° G-2021-32). External link
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. Available
Rankohi, S., Bourgault, M., Iordanova, I., Danjou, C., Garcia, P., & Grondin, J. (2021, May). Integration and I4.0 tracking systems for steel manufacturing industry [Paper]. 2021 Canadian Society of Civil Engineering annual Conference (CSCE 2021). External link
Rashidirad, N., & Dagdougui, H. (2021, October). Distribution Factor Assessment for PEVs Charging Stations with V2G Capability in Power Systems [Paper]. 47th Annual Conference of the IEEE Industrial Electronics Society (IECON 2021), Toronto, ON, Canada (5 pages). External link
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). External link
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). External link
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). Available
Rezaei, E. (2021). Distributed Energy Management in a Network of Prosumers with Thermal Loads Participating in Demand Response Programs [Ph.D. thesis, Polytechnique Montréal]. Available
Rezazadeh, M. (2021). Opportunities and Challenges of Industry 4.0 in OH&S Management System: A Critical Review [Master's thesis, Polytechnique Montréal]. Available
Richard, S., Pellerin, R., Bellemare, J., & Perrier, N. (2021). A business process and portfolio management approach for Industry 4.0 transformation. Business Process Management Journal, 27(2), 505-528. External link
Rimélé, A. (2021). Entrepôts autonomes à l'ère du e-commerce : apprentissage automatique pour la prise de décision en temps réel [Ph.D. thesis, Polytechnique Montréal]. Available
Rimelé, A., Grangier, P., Gamache, M., Gendreau, M., & Rousseau, L.-M. (2021). E-commerce warehousing : learning a storage policy. (Technical Report n° CIRRELT-2021-03). External link
Robatian, D. (2021). Weakly-Supervised Learning from Incomplete Data [Ph.D. thesis, Polytechnique Montréal]. Available
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. External link
Rocha, M., Anjos, M. F., & Gendreau, M. Optimal Planning of Preventive Maintenance Tasks on Electric Power Transmission Systems [Paper]. 31st European Safety and Reliability Conference (ESREL 2021), Angers, France (1 page). External link
Rochink Costa, L. (2021). Workload Optimization for Swarm-Powered Ad-hoc Clouds [Ph.D. thesis, Polytechnique Montréal]. Available
Rodrigues de Sousa, V., Anjos, M. F., & Le Digabel, S. (2021). Computational study of a branching algorithm for the maximum k-cut problem. Discrete Optimization, 100656 (20 pages). External link
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). External link
Rosin, F., Forget, P., Lamouri, S., & Pellerin, R. (2021). Impact de l'Industrie 4.0 sur la prise de décisions opérationnelles. (Technical Report n° CIRRELT-2021-48). External link
Rosin, F., Forget, P., Lamouri, S., & Pellerin, R. (2021). Impact of Industry 4.0 on decision-making in an operational context. Advances in Production Engineering & Management, 16(4), 500-514. External link
Rostami, B., Desaulniers, G., Errico, F., & Lodi, A. (2021). Branch-Price-and-Cut Algorithms for the Vehicle Routing Problem with Stochastic and Correlated Travel Times. Operations Research, 69(2), 436-455. External link
Rostami, B., Kämmerling, N., Naoum-Sawaya, J., Buchheim, C., & Clausen, U. (2021). Stochastic single-allocation hub location. European Journal of Operational Research, 289(3), 1087-1106. External link
Rousseau, L.-M., Bourque-Viens, A., Saulnier, M., Hoffman, A., Brown, G., Vanberkel, P., Tyldesley, S., Patrick, J., Langley, J., Ghali, W., Forster, A., Fortin, M.-A., Carter, M., & Buckeridge, D. R. (2021). Report of the Task force on optimal use of health system capacity expert group on health systems. (Technical Report). Unavailable
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). External link
Sakr, A. H., Aboelhassan, A., Yacout, S., & Bassetto, S. (2021, September). Building Discrete-Event Simulation for Digital Twin Applications in Production Systems [Paper]. 26th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA 2021), Vasteras, Sweden (8 pages). External link
Sakr, A. H., Aboelhassan, A., Yacout, S., & Bassetto, S. (2021). Simulation and deep reinforcement learning for adaptive dispatching in semiconductor manufacturing systems. Journal of Intelligent Manufacturing, 2021(3), 1311-1324. External link
Sakr, A. H., Metwalli, S. M., & Anis, Y. H. (2021). Dynamics of heaving buoy wave energy converters with a stiffness reactive controller. Energies, 14(1), 13 pages. External link
Salerno, I., Anjos, M. F., McKinnon, K., & Gómez-Herrera, J. A. (2021). Adaptable energy management system for smart buildings. Journal of Building Engineering, 44, 21 pages. External link
Saltet, R. (2021). Quantification de l'incertitude avec un ensemble de substituts pour l'optimisation de boîtes noires [Master's thesis, Polytechnique Montréal]. Available
Satler, L., Lamouri, S., Pellerin, R., Paviot, T., Deneux, D., & Maigne, T. (2021, January). A survey about BIM interoperability and collaboration between design and construction [Paper]. SOHOMA Latin America 2020, Bogota, Colombia. External link
Scremin, L., Armellini, F., Brun, A., Solar-Pelletier, L., & Beaudry, C. (2021). Towards a Framework for Assessing the Maturity of Manufacturing Companies in Industry 4.0 Adoption. In Information Resources Management, A. (ed.), Research Anthology on Cross-Industry Challenges of Industry 4.0 (pp. 895-925). External link
Sekkay, F., Imbeau, D., Chinniah, Y. A., Dubé, P.-A., De Marcellis-Warin, N., Beauregard, N., & Trépanier, M. (2021, June). Ergonomic Assessment of Exposure to Musculoskeletal Disorders Risk Factors Among Canadian Truck Drivers [Paper]. 21st Congress of the International Ergonomics Association (IEA 2021). External link
Sekkay, F., Imbeau, D., Dubé, P.-A., Chinniah, Y. A., De Marcellis-Warin, N., Beauregard, N., & Trépanier, M. (2021). Assessment of physical work demands of long-distance industrial gas delivery truck drivers. Applied Ergonomics, 90, 103224 (13 pages). External link
Sioui-Latulippe, O., Beaulieu, P., Boisvert, M., Masse, J.-P., Christopherson, D., & L'Espérance, G. (2021). The Characterization of a Gas-Atomized Ferritic Steel Powder Pre-alloyed with 6 Wt Pct Aluminum. Metallurgical and Materials Transactions A-Physical Metallurgy and Materials Science, 52(7), 3051-3063. External link
Sliwak, J. (2021). Résolution de problèmes d'optimisation pour les réseaux de transport d'électricité de grande taille avec des méthodes de programmation semi-définie positive [Ph.D. thesis, Polytechnique Montréal]. Available
Sliwak, J., Andersen, E., Anjos, M. F., Létocart, L., & Traversi, E. (2021). A Clique Merging Algorithm to Solve Semidenite Relaxations of Optimal Power Flow Problems. IEEE Transactions on Power Systems, 36(2), 1641-1644. External link
Sole, C. (2021). Scalable Algorithms for Discrete Choice Modeling and Assortment Optimization [Ph.D. thesis, Polytechnique Montréal]. Available
Soualhi, M., El Koujok, M., Nguyen, K. T. P., Medjaher, K., Ragab, A., Ghezzaz, H., Amazouz, M., & Ouali, M.-S. (2021). Adaptive prognostics in a controlled energy conversion process based on long- and short-term predictors. Applied Energy, 283, 116049 (14 pages). External link
Sylvain, T., Luck, M., Cohen, J. P., Cardinal, H., Lodi, A., & Bengio, Y. (2021, March). Exploring the Wasserstein metric for survival analysis [Paper]. AAAI Spring Symposium on Survival Prediction - Algorithms, Challenges and Applications (SPACA 2021), Palo Alto, CA, USA (13 pages). External link
Tadja, D. D., Bassetto, S., Tollenaere, M., & Wong, T. (2021). Les objets connectés pour améliorer la culture de la production épurée : revue de littérature et esquisse de solution applicable aux entreprises manufacturières. [Industrial Internet of Things to improve lean manufacturing culture: literature review and solution outline for manufacturing plants]. Génie industriel et productique, 4(1), 35 pages. External link
Taha, H. A., Sakr, A. H., Yacout, S., & Serafin, P. (2021, September). Failure Reasoning and Uncertainty Analysis for Wheel Motor Electric Bus [Paper]. 26th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA 2021), Vasteras, Sweden (4 pages). External link
Taha, H. A., Yacout, S., & Birglen, L. (2020, November). Detection and Monitoring for Anomalies and Degradation of a Robotic Arm Using Machine Learning [Paper]. Stuttgart Conference on Automative Production (SCAP 2020). External link
Taherizadeh, A., Beaudry, C., Syal, G., & Rabearivelo, H. (2021, May). Bridging the gap in digital transformation dialogue : business and technology sides [Paper]. 1st 4POINT0 Conference on Policies, Practices and Processes related to the Performance of Innovation Ecosystems. Unavailable
Taherkhani, G., Bilegan, I. C., Crainic, T. G., Gendreau, M., & Rei, W. (2021). Tactical capacity planning in an integrated multi-stakeholder freight transportation system. (Technical Report n° CIRRELT-2021-34). External link
Tahir, A., Quesnel, F., Desaulniers, G., El Hallaoui, I., & Yaakoubi, Y. (2021). An Improved Integral Column Generation Algorithm Using Machine Learning for Aircrew Pairing. Transportation Science, 55(6), 1411-1429. External link
Tahmooresnejad, L., Beaudry, C., & Mirnezami, S. R. (2021). The study of network effects on research impact in Africa. Science and Public Policy, 48(4), 462-473. Available
Tanneau, M., Anjos, M. F., & Lodi, A. (2021). Design and implementation of a modular interior-point solver for linear optimization. Mathematical Programming Computation, 13(3), 509-551. External link
Tariq, S., Ben Ali, M., & Trépanier, M. (2021, May). Étude sur le potentiel de mutualisation logistique dans la grande région de Montréal [Paper]. 14ème édition des congrès internationaux de Génie Industriel (CIGI-Qualita21), Grenoble, France. Unavailable
Thisse, B. (2021). Analysis of Open Innovation Events Outcomes and their Impact on the Ecosystem [Master's thesis, Polytechnique Montréal]. Available
Tilouche, S., Partovi Nia, V., & Bassetto, S. (2021). Parallel coordinate order for high-dimensional data. Statistical Analysis and Data Mining, 14(5), 501-515. External link
Tobon-Valencia, E., Lamouri, S., Pellerin, R., & Moeuf, A. (2021, January). A novel analysis framework of 4.0 production planning approaches [Paper]. SOHOMA Latin America 2020, Bogota, Colombia. External link
Tobon-Valencia, E., Lamouri, S., Pellerin, R., & Moeuf, A. (2021, January). A novel analysis framework of 4.0 production planning approaches. Part 1 [Paper]. SOHOMA Latin America 2020, Bogota, Colombia. External link
Torres Duran, F. A. (2021). Uncertainty in Crowd-Based Last-Mile Logistics [Ph.D. thesis, Polytechnique Montréal]. Available
Torres, F., Gendreau, M., & Rei, W. (2021). Crowdshipping: An open VRP variant with stochastic destinations. (Technical Report n° CIRRELT-2021-46). External link
Torres, F., Gendreau, M., & Rei, W. (2021). Vehicle Routing with Stochastic Supply of Crowd Vehicles and Time Windows. Transportation Science, 56(3), 631-653. External link
Torrico, A., Singh, M., Pokutta, S., Haghtalab, N., Naor, J., & Anari, N. (2021). Structured Robust Submodular Maximization: Offline and Online. INFORMS Journal on Computing, 33(4), 1590-1607. External link
Trépanier, M., & Hickman, M. (2021). Advanced systems in public transport, with a touch of data. Public Transport, 13(3), 455-456. External link
Trottier, G. (2021). Assessing the impacts of hydropower, dams and reservoirs on macroinvertebrate richness as a general portrait and within the Life Cycle Assessment (LCA) framework [Ph.D. thesis, Polytechnique Montréal]. Available
Trottier, G., Turgeon, K., Verones, F., Boisclair, D., Bulle, C., & Margni, M. (2021). Empirical characterization factors for life cycle assessment of the impacts of reservoir occupation on macroinvertebrate richness across the United States. Sustainability, 13(5), 2701 (24 pages). Available
Trottier, S. (2021). Développement d'une méthodologie de prévision des prix du bois d'œuvre au Québec [Master's thesis, Polytechnique Montréal]. Available
Turgeon, K., Trottier, G., Turpin, C., Bulle, C., & Margni, M. (2021). Empirical characterization factors to be used in LCA and assessing the effects of hydropower on fish richness. Ecological Indicators, 121, 11 pages. External link
Ung, K., Doyon-Poulin, P., & Robert, J.-M. (2021, July). Exploitation des données prévisionnelles en aviation: une approche en ergonomie prospective [Paper]. 11e colloque de Psychologie Ergonomique et Ergonomie (ÉPIQUE 2021), Lille, France (5 pages). Available
Ung, K., Doyon-Poulin, P., & Robert, J.-M. (2021, June). Exploiting Forward-Looking Data in Prospective Ergonomics: The Case of Aviation [Paper]. 21st Triennial Congress of the International Ergonomics Association, Vancouver, Canada (8 pages). Available
Vaezi, Z. (2021). Comparing Clustering Methods in Recognition of Temporal Travel Pattern of Public Transport [Master's thesis, Polytechnique Montréal]. Available
Vaezi, Z., & Trépanier, M. (2021). Comparing clustering methods in recognising of temporal travel pattern of public transport users. (Technical Report n° CIRRELT-2021-40). External link
van Zon, M., & Desaulniers, G. (2021). The joint network vehicle routing game with optional customers. Computers and Operations Research, 133, 16 pages. External link
Vidal, T., Martinelli, R., Anh Pham, T., & Hoàng Hà, M. (2021). Arc Routing with Time-Dependent Travel Times and Paths. Transportation Science, 55(3), 706-724. External link
Waghen, K., & Ouali, M.-S. (2021). Multi-level interpretable logic tree analysis: A data-driven approach for hierarchical causality analysis. Expert Systems With Applications, 178, 12 pages. External link
Wang, X., Cheng, Z., Trépanier, M., & Sun, L. (2021). Modeling bike-sharing demand using a regression model with spatially varying coefficients. Journal of Transport Geography, 93, 103059 (12 pages). External link
Wang, X., Cheng, Z., Trépanier, M., & Sun, L. (2021, January). Quantifying the effect of factors on bike-sharing demand: A regression model with spatially varying coefficients [Paper]. 100th Annual Meeting of the Transportation Research Board. Unavailable
Wolf, P., Armellini, F., & Gisin, L. (2021). Opening a black box: The moderating effect of managing dualities on the relation between explorative and exploitative activities and business performance in manufacturing firms. Creativity and Innovation Management, 30(4), 897-919. External link
Xiao, J., Eynard, B., Anwer, N., Durupt, A., Le Duigou, J., & Danjou, C. (2021). STEP/STEP-NC-compliant manufacturing information of 3D printing for FDM technology. International Journal of Advanced Manufacturing Technology, 112(5-6), 1713-1728. External link
Yaakoubi, Y., Soumis, F., & Lacoste-Julien, S. (2021, July). Structured Convolutional Kernel Networks for Airline Crew Scheduling [Paper]. International Conference on Machine Learning (ICML 2021). External link
Yao, L., Dimitrakopoulos, R., & Gamache, M. (2021). Learning high-order spatial statistics at multiple scales: A kernel-based stochastic simulation algorithm and its implementation. Computers & Geosciences, 149, 11 pages. External link
Yao, L., Dimitrakopoulos, R., & Gamache, M. (2021). Training Image Free High-Order Stochastic Simulation Based on Aggregated Kernel Statistics. Mathematical Geosciences, 53(7), 1469-1489. External link
Yao, L., Dimitrakopoulos, R., & Gamache, M. (2021). Training image free high-order stochastic simulation based on aggregated kernel statistics. (Technical Report n° G-2021-14). External link
Yue, L., Heuzey, M.-C., Jalbert, J., & Lévesque, M. (2021). On the tri-dimensional constitutive theory identification of linearly viscoelastic solids based on Bayesian framework. International Journal of Solids and Structures, 230-231, 19 pages. External link
Zahedi, H., Mascle, C., & Baptiste, P. (2021). A multi-variable analysis of aircraft structure disassembly A technico-economic approach to increase the recycling performance. Sustainable Materials and Technologies, 29, 11 pages. External link
Zarpellon, G., Jo, J., Lodi, A., & Bengio, Y. (2021, February). Parameterizing Branch-and-Bound Search Trees to Learn Branching Policies [Paper]. 35th AAAI Conference on Artificial Intelligence / 33rd Conference on Innovative Applications of Artificial Intelligence / 11th Symposium on Educational Advances in Artificial Intelligence. Published in Proceedings of the ... AAAI Conference on Artificial Intelligence, 35(5). External link
Zejli, I. (2021). Regroupement par algorithme hiérarchique et k-means des profils d'usage des bornes de recharge publiques de véhicules électrique et analyse des facteurs d'usage liés à leur environnement [Master's thesis, Polytechnique Montréal]. Available
Zhang, X. (2021). Exact Algorithms for Vehicle Routing Problems with Two-Dimensional Loading Constraints [Ph.D. thesis, Polytechnique Montréal]. Available
Zhang, X., Chen, L., Gendreau, M., & Langevin, A. (2021). A branch-and-cut algorithm for the vehicle routing problem with two-dimensional loading constraints. (Technical Report n° CIRRELT-2021-26). External link
Zhang, X., Chen, L., Gendreau, M., & Langevin, A. (2021). A branch-and-price-and-cut algorithm for the vehicle routing problem with two-dimensional loading constrains. (Technical Report n° CIRRELT-2021-27). External link
Zokaee, S. (2021). Empirical Study of Out-of-Sample Performance of Sparse Mean-Variance Portfolio Optimization [Master's thesis, Polytechnique Montréal]. Available
