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Arab, H., Ghaffari, I., Chioukh, L., Tatu, S. O., & Dufour, S. (2022). A Convolutional Neural Network for Human Motion Recognition and Classification Using a Millimeter-Wave Doppler Radar. IEEE Sensors Journal, 22(5), 4494-4502. Lien externe
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Armin, A., Shiri, A., & Bahrak, B. (décembre 2022). Comparison of Machine Learning Methods for Cryptocurrency Price Prediction [Communication écrite]. 8th Iranian Conference on Signal Processing and Intelligent Systems (ICSPIS 2022), Behshahr, Iran (6 pages). Lien externe
Asgharifard, P. (2022). Digital Technology Adoption as a Factor to Build Supply Chain Resilience: The Case of an Animal-Food Supply Chain During the COVID-19 Pandemic Crisis [Mémoire de maîtrise, Polytechnique Montréal]. Disponible
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Audet, C., Batailly, A., & Kojtych, S. (2022). Escaping Unknown Discontinuous Regions in Blackbox Optimization. SIAM Journal on Optimization, 32(3), 1843-1870. Lien externe
Audet, C., Le Digabel, S., & Saltet, R. (2022). Quantifying uncertainty with ensembles of surrogates for blackbox optimization. Computational Optimization and Applications, 83(1), 29-66. Lien externe
Audet, C., Le Digabel, S., Rochon Montplaisir, V., & Tribes, C. (2022). Algorithm 1027: NOMAD Version 4: Nonlinear Optimization with the MADS Algorithm. ACM Transactions on Mathematical Software, 48(3), 1-22. Lien externe
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Azzamouri, A., Baptiste, P., Pellerin, R., & Dessevre, G. (2022). Impact of the continuous and periodic assessment of a buffer replenishment on the DDMRP method. International Journal of Production Research, 61(16), 5637-5658. Lien externe
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Bagheri, F. (2022). Two-Stage Stochastic Optimization for Peak Load Reduction in Smart District Microgrid [Mémoire de maîtrise, Polytechnique Montréal]. Disponible
Bagheri, F., Dagdougui, H., & Gendreau, M. (2022). Stochastic optimization and scenario generation for peak load shaving in Smart District microgrid: sizing and operation. Energy and Buildings, 275, 15 pages. Lien externe
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Barrios, P., Danjou, C., & Eynard, B. (2022). Literature review and methodological framework for integration of IoT and PLM in manufacturing industry. Computers in Industry, 140, 103688 (12 pages). Lien externe
Beaudry, C., & Taherizadeh, A. (2022). Vers une meilleure compréhension de la transformation numérique optimisée par l'IA et de ses implications pour les PME manufacturières au Canada : une recherche qualitative exploratoire. (Rapport technique n° 2022RP-04). Lien externe
Bechtold, J. (2022). Développement d'un contrôleur natif STEP-NC de machine-outil à commande numérique interopérable et compact [Mémoire de maîtrise, Polytechnique Montréal]. Disponible
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Ben Slimene, M., & Ouali, M.-S. (juin 2022). Anomaly Detection Method of Aircraft System using Multivariate Time Series Clustering and Classification Techniques [Résumé]. 10th IFAC Triennial Conference on Manufacturing Modelling, Management and Control (MIM 2022), Nantes, FRANCE. Publié dans IFAC PapersOnLine, 55(10). Lien externe
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Benkarim, A. (2022). Étude du lien entre les pratiques de GRH et le Lean Manufacturing : le cas du secteur de l'aéronautique [Thèse de doctorat, Polytechnique Montréal]. Disponible
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Brasseur, J. (2022). Accélération d'une méthode d'agrégation dynamique de contraintes par apprentissage automatique pour le problème de construction d'horaires de conducteurs d'autobus [Mémoire de maîtrise, Polytechnique Montréal]. Disponible
Breuer, D. J., Kapadia, S., Lahrichi, N., & Benneyan, J. C. (2022). Joint robust optimization of bed capacity, nurse staffing, and care access under uncertainty. Annals of Operations Research, 312(2), 673-689. Lien externe
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Breuer, D. J., Seridi, K., Lahrichi, N., Shukla, M., & Benneyan, J. C. (2022). Correction to: Robust multi-period capacity, location, and access of rural cardiovascular services under uncertainty. Flexible Services and Manufacturing Journal, 34(4), 1117-1117. Lien externe
Brodeur, J. (2022). Gestion de la transformation 4.0 au sein des PME manufacturières [Thèse de doctorat, Polytechnique Montréal]. Disponible
Brodeur, J., Pellerin, R., & Deschamps, I. (2022). Collaborative approach to digital transformation (CADT) model for manufacturing SMEs. Journal of Manufacturing Technology Management, 33(1), 61-83. Lien externe
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Brunet, C. M., Bouchard, M. A., Baptiste, P., Savadogo, O., Sokona, Y., & Merveille, N. (2022). Will solar energy escape the natural "resource curse"? Energy Strategy Reviews, 44, 11 pages. Lien externe
Brunet, C. M., Savadogo, O., Baptiste, P., Bouchard, M. A., Cholez, C., Rosei, F., Gendron, C., Sinclair-Desgagne, B., & Merveille, N. (2022). Does solar energy reduce poverty or increase energy security? A comparative analysis of sustainability impacts of on-grid power plants in Burkina Faso, Madagascar, Morocco, Rwanda, Senegal and South Africa. Energy Research & Social Science, 87, 102212 (25 pages). Lien externe
Butkeraites, R. B. C., de Salles Neto, L. L., & Gendreau, M. (2022). A sampling-based multi-objective iterative robust optimization method for Bandwidth Packing Problem. Expert Systems With Applications, 203, 8 pages. Lien externe
Cabour, G., Ledoux, E., & Bassetto, S. (2022). Aligning work analysis and modeling with the engineering goals of a Cyber-Physical-Social System for industrial inspection. Applied Ergonomics, 102, 16 pages. Lien externe
Cabour, G., Morales-Forero, A., Ledoux, E., & Bassetto, S. (2022). An explanation space to align user studies with the technical development of Explainable AI. AI and Society, 38(2), 869-887. Lien externe
Cadi, A. A. E., Hachemi, N. E., Jamali, M. A., Artiba, A., & Rousseau, L.-M. (2022). An exact approach to the integration of non-cyclical preventive maintenance scheduling and production planning for a series-parallel production system. International Journal of Operational Research, 44(3), 401-414. Lien externe
Calistru, D. (2022). Utilisation d'une hybridation de la recherche opérationnelle et de l'apprentissage automatique pour injecter de l'émotion dans un agent conversationnel [Mémoire de maîtrise, Polytechnique Montréal]. Disponible
Campeau, L.-P., & Gamache, M. (2022). Short- and medium-term optimization of underground mine planning using constraint programming. Constraints, 27(4), 414-431. Lien externe
Campeau, L.-P., Gamache, M., & Martinelli, R. (2022). Integrated optimisation of short- and medium-term planning in underground mines. International Journal of Mining Reclamation and Environment, 36(4), 235-253. Lien externe
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Carrières, V., Lemieux, A.-A., Margni, M., Pellerin, R., & Cariou, S. (2022). Measuring the Value of Blockchain Traceability in Supporting LCA for Textile Products. Sustainability, 14(4), 15 pages. Lien externe
Carvalho, M., Lodi, A., & Pedroso, J. P. (2022). Computing equilibria for integer programming games. European Journal of Operational Research, 303(3), 1057-1070. Lien externe
Chakraborty, A., Tangestani, R., Batmaz, R., Muhammad, W., Plamondon, P., Wessman, A., Yuan, L., & Martin, E. (2022). In-process failure analysis of thin-wall structures made by laser powder bed fusion additive manufacturing. Journal of Materials Science and Technology, 98, 233-243. Lien externe
Cheng, Z., Trépanier, M., & Sun, L. (2022). Real-time forecasting of metro origin-destination matrices with high-order weighted dynamic mode decomposition. Transportation Science, 56(4), 904-918. Lien externe
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Cheng, Z., Wang, X., Chen, X., Trépanier, M., & Sun, L. (2022). Bayesian calibration of traffic flow fundamental diagrams using Gaussian processes. IEEE Open Journal of Intelligent Transportation Systems, 3, 763-771. Disponible
Coelho, E. P. R., Alves, R. J. M., Paiva, M. H. M., Rocha, H. R. O., Caporossi, G., & Segatto, M. E. V. (2022). Topological multi-contingency screening based on current flow betweenness. Electric Power Systems Research, 203, 107609. Lien externe
Costa, L. R., Aloise, D., Gianoli, L. G., & Lodi, A. (2022). Heuristics for optimizing 3D mapping missions over swarm-powered ad-hoc clouds. Journal of Heuristics, 28(4), 539-582. Lien externe
Costa, L. R., Aloise, D., Gianoli, L. G., & Lodi, A. (mai 2022). OptiMaP: swarm-powered Optimized 3D Mapping Pipeline for emergency response operations [Communication écrite]. 18th International Conference on Distributed Computing in Sensor Systems (DCOSS 2022), Marina del Rey, Los Angeles, CA, USA. Lien externe
Costa, L., Contardo, C., Desaulniers, G., & Yarkony, J. (2022). Stabilized Column Generation Via the Dynamic Separation of Aggregated Rows. INFORMS Journal on Computing, 34(2), 1141-1156. Lien externe
Cruciata, P., Pulizzotto, D., & Beaudry, C. (mai 2022). NLP approaches to build innovation indicators [Affiche]. 2e conférence de 4POINT0 sur les Politiques, pratiques et processus relatifs à la performance des écosystèmes d'innovation (P4IE 2022), Ottawa, Ontario. Non disponible
Cruciata, P., Pulizzotto, D., & Beaudry, C. (juin 2022). Text mining methods for innovation studies : limits and future perspectives [Communication écrite]. 4th International Conference on Advanced Research Methods and Analytics (CARMA 2022), Valencia, Spain. Lien externe
Cybis, P. (2022). Fast Fashion: Why Firms Incinerate Deadstock, and Public Policies [Mémoire de maîtrise, Polytechnique Montréal]. Disponible
Dadouchi, C., Agard, B., & Montreuil, B. (2022). Context-Aware Interactive Knowledge-Based Recommendation. SN Computer Science, 3(6), 14 pages. Lien externe
Daduna, J. R., Trépanier, M., & Voc, S. (2022). From computer-aided transit scheduling to systems and surveys in public transport. Public Transport, 14(1), 1-3. Lien externe
De Marcellis-Warin, N. (2022). Rehausser le niveau de connaissances et de compétences en IA : Des conditions de succès pour son adoption et pour combler les besoins de talents. Dans Québec économique 10: Compétences et transformation du marché du travail . Lien externe
De Marcellis-Warin, N., & Peignier, I. (2022). Baromètre CIRANO 2021 : Organisation du travail et formation en contexte de pandémie. Dans Québec économique 10: Compétences et transformation du marché du travail . Lien externe
De Marcellis-Warin, N., Marty, F., & Warin, T. (2022). Artificial intelligence and consumer manipulations: from consumer's counter algorithms to firm's self-regulation tools. AI and ethics, 2(2), 259-268. Lien externe
De Paula Ferreira, W., Armellini, F., de Santa-Eulalia, L. A., & Thomasset-Laperrière, V. (2022). Extending the lean value stream mapping to the context of Industry 4.0: An agent-based technology approach. Journal of Manufacturing Systems, 63, 1-14. Lien externe
De Paula Ferreira, W., Armellini, F., De Santa-Eulalia, L. A., & Thomasset-Laperrière, V. (2022). A framework for identifying and analysing industry 4.0 scenarios. Journal of Manufacturing Systems, 65, 192-207. Lien externe
de Sa, B. C., de Souza, E. H., Reis, L. P., & De Souza Dutra, M. D. (2022). Supply chain network design: a case study of the regional facilities analysis for a 3D printing company. International Journal of Production Management and Engineering, 10(2), 211-223. Lien externe
De Sousa Alves, B., Laforest, M., & Sirois, F. (2022). 3-D Finite-Element Thin-Shell Model for High-Temperature Superconducting Tapes. IEEE Transactions on Applied Superconductivity, 32(3), 1-11. Lien externe
de Sousa Alves, B., Lahtinen, V., Laforest, M., & Sirois, F. (2022). Thin-shell approach for modeling superconducting tapes in the H-φ finite-element formulation. Superconductor Science & Technology, 35(2), 024001 (14 pages). Lien externe
de Souza Dutra, M. D. (2022). Avaliação financeira de um projeto de casa inteligente para uma residência no Ceará. [Financial evaluation of a smart home project for a residence in Ceará]. Exacta, 20(1), 176-197. Disponible
Debarre, L., Boulay, A.-M., & Margni, M. (2022). Freshwater consumption and domestic water deprivation in LCIA: revisiting the characterization of human health impacts. International Journal of Life Cycle Assessment, 27(5), 740-754. Disponible
Decouvelaere, R., Trépanier, M., & Agard, B. (2022). Modulated spatiotemporal clustering of smart card users. Public Transport, 24 pages. Lien externe
Delisle, J.-F. (2022). Intelligent Adaptive Flight Training System- A Human Performance in the Loop for Real-Time Decision Making [Thèse de doctorat, Polytechnique Montréal]. Disponible
Deschaintres, É., Morency, C., & Trépanier, M. (janvier 2022). Assessing the Impacts of the COVID-19 Pandemic on Subway Ridership and on the Interactions with other Transportation Modes [Communication écrite]. 101th Annual meeting of the Transportation Research Board, Washington, D.C. Non disponible
Deschaintres, E., Morency, C., & Trépanier, M. (2022). Cross-analysis of the variability of travel behaviors using one-day trip diaries and longitudinal data. Transportation Research Part A: Policy and Practice, 163, 228-246. Lien externe
Devaux, V. (2022). Modèles prédictifs de l'état final des devis de vente dans une grande entreprise de télécommunications [Mémoire de maîtrise, Polytechnique Montréal]. Disponible
Dey, S. S., Kazachkov, A., Lodi, A., & Munoz, G. (2022). Cutting plane generation through sparse principal component analysis. SIAM Journal on Optimization, 32(2), 1319-1343. Lien externe
Diehl, P., & Prudhomme, S. (2022). Coupling Approaches for Classical Linear Elasticity and Bond-Based Peridynamic Models. Journal of Peridynamics and Nonlocal Modeling, 4(3), 336-366. Lien externe
Diouane, Y., Lucchi, A., & Patil, V. (mars 2022). A globally convergent evolutionary strategy for stochastic constrained optimization with applications to reinforcement learning [Communication écrite]. 25th International Conference on Artificial Intelligence and Statistics (AISTATS 2022). Lien externe
Dorais, A. (2022). Dénombrement et localisation automatisés de passagers aux arrêts d'autobus avec une caméra [Mémoire de maîtrise, Polytechnique Montréal]. Disponible
Dragotto, G. (2022). Mathematical Programming Games [Thèse de doctorat, Polytechnique Montréal]. Disponible
Duhamel, I. (2022). L'interdisciplinarité entre génie et sciences sociales : quelle est-elle et comment la caractériser ? [Mémoire de maîtrise, Polytechnique Montréal]. Disponible
Duhamel, I., Francoeur, V., Bourgault, M., & Brodeur, C. (mai 2022). L'interdisciplinarité entre génie et sciences sociales : quelle est-elle et comment la mesurer ? [Présentation]. Dans 89e Congrès de l'Acfas, Québec, Québec. Lien externe
Duhem, L. (2022). Paramétrisation d'une méthode de production pilotée par la demande avec un algorithme d'apprentissage par renforcement [Mémoire de maîtrise, Polytechnique Montréal]. Disponible
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