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Bruno AgardDepartment of Mathematics and Industrial Engineering
Profile in the Directory of Experts of Polytechnique Montréal
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Adam, L., Pellerin, R., & Agard, B. (2024, February). Enhancing maintenance spare parts inventory management method with data-driven demand forecasting [Paper]. 4th IFSA winter-conference on automation, robotics & communications for industry 4.0/5.0 (ARCT 2024), Innsbruck, Austria. External link
Aboutalib, Z., & Agard, B. (2022). Improvement of freight consolidation through a data mining based methodology. International Journal of Logistics Systems and Management. 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
Aboutalib, Z., & Agard, B. (2020, April). Improvement of freight consolidation with a data mining technique [Paper]. 8th International Conference on Information Systems, Logistics and Supply Chain: Interconnected Supply Chains in an Era of Innovation (ILS 2020), Austin, TX. External link
Aboutalib, Z., & Agard, B. (2019, June). État de l'art sur la consolidation de marchandise [Paper]. 13e Congrès international de génie industriel (CIGI 2015), Montréal, Québec, Canada. Unavailable
Agard, B., & Bassetto, S. (2013). Modular design of product families for quality and cost. International Journal of Production Research, 51(6), 1648-1667. External link
Agard, B., & Bassetto, S. (2012, March). Modular design for quality and cost [Paper]. 6th IEEE International Systems Conference (SysCon 2012), Vancouver, BC, Canada. External link
Agard, B., & Barajas, M. (2012). The use of fuzzy logic in product family development: Literature review and opportunities. Journal of Intelligent Manufacturing, 23(5), 1445-1462. External link
Agard, B., & Barajas, M. (2011). Fuzzy product configuration by replacing product features. Journal of Operations and Logistics, 4(3), II.13-II.28. External link
Agard, B., Da Cunha, C., & Cheung, B. (2009). Composition of module stock for final assembly using an enhanced genetic algorithm. International Journal of Production Research, 47(20), 5829-5842. External link
Agard, B., & Barajas, M. (2009, June). Fuzzy product configuration based on market segmentation to form a product family [Paper]. 42nd CIRP Conference on Manufacturing Systems, Grenoble, France. Unavailable
Agard, B., & Penz, B. (2009). A simulated annealing method based on a clustering approach to determine bills of materials for a large product family. International Journal of Production Economics, 117(2), 389-401. External link
Agard, B., Morency, C., & Latrémouille-Viau, J. (2008, May). Analyzing transactional data from a car sharing system [Paper]. Institute of Industrial Engineers Annual Conference and Expo, Vancouver, British Columbia. Unavailable
Agard, B., Penz, B., & Schairer, F. (2008, May). Design for cost: Fast heuristics to assign modules to manufacturing facilities in a product family [Paper]. International Conference on Information Systems, Logistics and Supply Chain (ILS 2008), Madison, WI, USA. External link
Agard, B., Morency, C., & Trépanier, M. (2008). Mining smart card data from an urban transit network. In Encyclopedia of data warehouse and mining, information science . External link
Agard, B., Morency, C., & Trépanier, M. (2007). Mining public transport user behaviour from smart card data. (Technical Report n° CIRRELT-2007-42). External link
Agard, B. (2007, April). Extraction de connaissances à partir de données textuelles - vue d'ensemble [Paper]. 10e Colloque national AIP-PRIMECA, La Plagne, France. Unavailable
Agard, B., & Cunha, C. (2007). Manufacturing plant layout supported with data mining techniques. In Advances in integrated design and manufacturing in mechanical engineering II (pp. 373-383). External link
Agard, B., Trépanier, M., Morency, C., & Quashie, J. (2007, July). Predicting individual activity patterns using household surveys and data mining [Paper]. INFORMS International Meeting, Rio Grande, Puerto Rico. Unavailable
Agard, B. (2006, May). Integrated design of modular products and processes with data mining techniques [Paper]. Institute of Industrial Engineers Annual Conference, Orlando, Florida. Unavailable
Agard, B., & Cunha, C. (2006, May). Manufacturing plant layout supported with data mining techniques [Paper]. 6th International Conference on Integrated Design and Manufacturing in Mechanical Engineering, Grenoble, France. Unavailable
Agard, B., Morency, C., & Trépanier, M. (2006, May). Mining Public Transport User Behaviour From Smart Card Data [Paper]. 12th IFAC Symposium on Information Control Problems in Manufacturing (INCOM 2006), Saint-Étienne, France. External link
Agard, B., Morency, C., & Trépanier, M. (2006, November). Mining weather influence on transit travel behaviour [Paper]. Conference on Information Systems and Technology, Pittsburgh, Pennsylvania. Unavailable
Agard, B., & Cheung, B. (2006, May). Selection of a modules stock composition using genetic algorithm [Paper]. 12th IFAC Symposium on Information Control Problems in Manufacturing (INCOM 2006), Saint-Etienne, France. External link
Agard, B., & Kusiak, A. (2005). Computer integrated manufacturing : a data mining approach. In Dorf, R. C. (ed.), The Engineering handbook (2nd ed., 192.1-192.11). External link
Agard, B., & Kusiak, A. (2005). Data mining in selection of manufacturing processes. In Maimon, O., & Rokach, L. (eds.), The data mining and knowledge discovery handbook (pp. 1159-1166). External link
Agard, B., & Kusiak, A. (2005, April). Exploration des bases de données industrielles à l'aide du data mining - perspectives [Paper]. 9e Colloque national AIP-PRIMECA, La Plagne, France. Unavailable
Agard, B. (2004). Conception et fabrication des familles de produits: État de l'art. Journal Européen des Systèmes Automatisés, 38(1-2), 59-84. Unavailable
Agard, B., & Kusiak, A. (2004). Data Mining for Subassembly Selection. Journal of Manufacturing Science and Engineering, 126(3), 627-631. External link
Agard, B., & Kusiak, A. (2004). Data-Mining-Based Methodology for the Design of Product Families. International Journal of Production Research, 42(15), 2955-2969. External link
Agard, B., & Vinck, D. (2004, September). Gestion de la diversité: 3 études de cas [Paper]. 5e Conférence francophone Modélisation et simulation (MOSIM 2004), Nantes, France. Unavailable
Agard, B., & Penz, B. (2004, September). Modèle pour la conception d'une nomenclature de produit couplée à son process et à sa chaîne logistique [Paper]. 5e Conférence francophone Modélisation et simulation (MOSIM 2004), Nantes, France. Unavailable
Agard, B. (2004). Modélisation des familles de produits : état de l'art. Mécanique & Industries, 5(3), 275-288. External link
Agard, B., & Kusiak, A. (2004, August). Standardization of components, products and processes with data mining [Paper]. International Conference on Production Research - Americas, Santiago, Chile. Unavailable
Barirani, A., Beaudry, C., & Agard, B. (2017). Can universities profit from general purpose inventions? The case of Canadian nanotechnology patents. Technological Forecasting and Social Change, 120, 271-283. External link
Barirani, A., Beaudry, C., & Agard, B. (2017, June). Can universities profit from general purpose inventions? The case of Canadian nanotechnology patents [Paper]. Advancing Premium Research on Innovation and the Dynamics of Technical, Structural and Institutional Change (DRUID 2017), New York, N. Y.. Unavailable
Barirani, A., Beaudry, C., & Agard, B. (2017, August). Can universities profit from general purpose inventions? The case of Canadian nanotechnology patents [Paper]. 77th Annual Meeting of the Academy of Management, Atlanta, GA. External link
Baud-Lavigne, B., Bassetto, S., & Agard, B. (2016). A method for a robust optimization of joint product and supply chain design. Journal of Intelligent Manufacturing, 27(4), 741-749. External link
Baud-Lavigne, B., Agard, B., & Penz, B. (2016). Simultaneous product family and supply chain design: An optimization approach. International Journal of Production Economics, 174, 111-118. External link
Barirani, A., Beaudry, C., & Agard, B. (2015). Distant recombination and the creation of basic inventions: An analysis of the diffusion of public and private sector nanotechnology patents in Canada. Technovation, 36-37, 39-52. Available
Barajas, M., & Agard, B. (2015). A methodology to form families of products by applying fuzzy logic. International Journal on Interactive Design and Manufacturing, 9(4), 253-267. External link
Barirani, A., Beaudry, C., & Agard, B. (2015, September). Profiting from general purpose inventions: Private and public sectors [Paper]. 16th International CINet Conference, Stockholm, Sweden. Unavailable
Barajas, M., & Agard, B. (2014). Erratum : A methodology to form families of products by applying fuzzy logic. International Journal On Interactive Design And Manufacturing (ijidem), 8(3), 231-231. External link
Baud-Lavigne, B., Agard, B., & Penz, B. (2014). Environmental constraints in joint product and supply chain design optimization. Computers and Industrial Engineering, 76(1), 16-22. External link
Barirani, A., Agard, B., & Beaudry, C. (2013). Competence maps using agglomerative hierarchical clustering. Journal of Intelligent Manufacturing, 24(2), 373-384. Available
Barirani, A., Agard, B., & Beaudry, C. (2013). Discovering and assessing fields of expertise in nanomedicine: a patent co-citation network perspective. Scientometrics, 94(3), 1111-1136. Available
Barirani, A., Beaudry, C., & Agard, B. (2012). Analyse exploratoire de réseaux d'inventeurs. L'impact de la collaboration sur la valeur des brevets canadiens en nanotechnologie. [Exploratory analysis of inventor networks: The impact of collaboration on the value of canadian nanotechnology patents]. Journal Européen des Systèmes Automatisés, 46(8), 855-875. Unavailable
Baud-Lavigne, B., Agard, B., & Penz, B. (2012). Mutual Impacts of Product Standardization and Supply Chain Design. International Journal of Production Economics, 135(1), 50-60. External link
Beaudry, C., Agard, B., Barirani, A., & Kananian, R. (2011). Cartographie de l'étendue des connaissances en nanomédecine et autres domaines connexes - de la recherche fondamentale à son application. (Technical Report). Unavailable
Barirani, A., Agard, B., & Beaudry, C. (2011, May). Cartographie des compétences par classification hiérarchique ascendante [Competence Map Using Hierarchical Agglomerative Clustering]. [Paper]. 79e Congrès de l'ACFAS, Sherbrooke. Unavailable
Barirani, A., Agard, B., & Beaudry, C. (2011, May). Competence map using hierarchical agglomerative clustering [Paper]. 79e Congrès de l'Acfas, Sherbrooke (Québec), Canada. Unavailable
Baud-Lavigne, B., Agard, B., & Penz, B. (2011, July). Impacts of minimum activity level and multi-sourcing on product family and supply chain design [Paper]. 21st International Conference on Production Research, Stuttgart, Germany. External link
Baud-Lavigne, B., Agard, B., & Penz, B. (2011, May). A MILP model for joint family product and supply chain design [Paper]. International Conference on Industrial Engineering and Systems Management (IESM 2011), Metz, France. Unavailable
Barirani, A., Agard, B., & Beaudry, C. (2011, October). Segmentation sociale d'inventeurs : le cas de l'industrie de la nanotechnologie au Canada [Paper]. 9e Congrès international de génie industriel (CIGI 2011), St-Sauveur, Québec (8 pages). External link
Barajas, M., & Agard, B. (2011). Selection of products based on customer preferences applying fuzzy logic. International Journal on Interactive Design and Manufacturing, 5(4), 235-242. External link
Baud-Lavigne, B., Agard, B., & Penz, B. (2011, October). Un modèle pour la conception conjointe d'une famille de produits et de sa chaîne logistique avec standardisation, externalisation et gammes alternatives [Paper]. 9e Congrès international de génie industriel (CIGI 2011), St-Sauveur, Québec. External link
Baud-Lavigne, B., Penz, B., & Agard, B. (2010, May). Impact de la standardisation sur la conception intégrée d'une chaîne logistique dans un contexte d'internationalisation [Paper]. 8e Conférence internationale de modélisation et simulation (MOSIM 2010), Hammamet, Tunisie. Unavailable
Barajas, M., & Agard, B. (2010). Improved fuzzy ranking procedure for decision making in product design. International Journal of Production Research, 48(18), 5433-5453. External link
Barajas, M., & Agard, B. (2009). A methodology to form product families through fuzzy product configuration. (Technical Report n° CIRRELT-2009-30). External link
Barajas, M., & Agard, B. (2009). The use of fuzzy logic in product family development: Literature review and opportunities. (Technical Report n° CIRRELT-2009-31). External link
Baud-Lavigne, B., Agard, B., & Penz, B. (2009, May). Développement d'un outil d'aide à la décision pour la conception intégrée d'une chaîne logistique [Paper]. Conférence annuelle du CIRRELT, Montréal, Québec. Unavailable
Barajas, M., & Agard, B. (2009, May). Iterative product configuration with fuzzy logic [Paper]. International Conference on Industrial Engineering and Systems Management (IESM 2009), Montréal, Québec. Unavailable
Barajas, M., & Agard, B. (2009, May). Product family design applying fuzzy logic [Paper]. Conférence annuelle du CIRRELT, Montréal, Québec. Unavailable
Barajas, M., & Agard, B. (2008, October). A ranking procedure for fuzzy decision-making in product design [Paper]. 7th International Conference on Integrated, Virtual and Interactive Engineering for Fostering Industrial Innovation (IDMME Virtual Concept 2008), Beijing, China. Unavailable
Barajas, M., & Agard, B. (2008, October). Selection of products based on customers preferences applying fuzzy logic [Paper]. 7th International Conference on Integrated, Virtual and Interactive Engineering for Fostering Industrial Innovation (IDMME Virtual Concept 2008), Beijing, China. Unavailable
Baptiste, P., Trépanier, M., & Agard, B. (2007, June). Confection de tournées de livraison à partir de l'historique opérationnel [Paper]. 7e Congrès international de génie industriel (CIGI 2007), Trois-Rivières, Québec. Unavailable
Cunha, C. , & Agard, B. (2006, May). Business process reengineering with data mining in real estate credit attributions : a case study [Paper]. International Conference on Information Systems, Logistics and Supply Chain (ILS 2006), Lyon, France. External link
Cunha, C. , & Agard, B. (2006, April). Modélisation de la demande grâce à la logique floue [Paper]. 6e Conférence francophone Modélisation et simulation (MOSIM 2006), Rabat, Maroc. Unavailable
Ducharme, C., Agard, B., & Trépanier, M. (2024). Improving demand forecasting for customers with missing downstream data in intermittent demand supply chains with supervised multivariate clustering. Journal of Forecasting, 43(5), 1661-1681. Available
Ducharme, C., Agard, B., & Trépanier, M. (2024). Assessing Data Collection Strategies for VMI under Intermittent Demand. (Technical Report n° CIRRELT-2024-02). External link
Dupuis, A., Dadouchi, C., & Agard, B. (2023, July). Digital Technologies and Emotions: Spectrum of Worker Decision Behavior Analysis [Paper]. 20th IFIP WG 5.1 International Conference on Product Lifecycle Management (PLM 2023), Montreal, QC, Canada. External link
Dupuis, A., Dadouchi, C., & Agard, B. (2023). Methodology for multi-temporal prediction of crop rotations using recurrent neural networks. Smart Agricultural Technology, 4, 100152 (13 pages). Available
Dupuis, A., Dadouchi, C., & Agard, B. (2023). Performances of a Seq2Seq-LSTM methodology to predict crop rotations in Québec. Smart Agricultural Technology, 4, 100180 (12 pages). Available
Dupuis, A., Dadouchi, C., & Agard, B. (2023). A decision support system for sequencing production in the manufacturing industry. Computers & Industrial Engineering, 185, 109686 (14 pages). External link
Dupuis, A., Dadouchi, C., Agard, B., & Pellerin, R. (2022, November). Forecasting future product sequences to be processed in tire production using deep learning technique [Paper]. International Conference on ENTERprise Information Systems (CENTERIS 2022), Lisbon, Portugal. Published in Procedia Computer Science, 219. External link
Dupuis, A., Dadouchi, C., & Agard, B. (2023, June). Technologies numériques et émotions : spectre d'analyse du comportement décisionnel des travailleurs [Paper]. CIGI Qualita MOSIM 2023, Trois-Rivières, Qc, Canada (7 pages). External link
Dadouchi, C., Agard, B., & Montreuil, B. (2022). Context-Aware Interactive Knowledge-Based Recommendation. SN Computer Science, 3(6), 14 pages. External link
Decouvelaere, R., Trépanier, M., & Agard, B. (2022). Modulated spatiotemporal clustering of smart card users. Public Transport, 24 pages. External link
Dupuis, A., Dadouchi, C., & Agard, B. (2022). Predicting crop rotations using process mining techniques and Markov principals. Computers and Electronics in Agriculture, 194, 106686 (16 pages). External link
Dupuis, A., Dadouchi, C., & Agard, B. (2022, June). Tacit knowledge in production sequencing: a Seq2Seq-LSTM approach [Paper]. 10th IFAC Conference on Manufacturing Modelling, Management and Control (MIM 2022), Nantes, France. Published in IFAC PapersOnLine, 55(10). External link
Dupuis, A., Dadouchi, C., & Agard, B. (2022, July). Using artificial intelligence to predict crop rotation for sustainable agriculture [Poster]. IEEE International Conference on Communications (ICC 2022), Seoul, South Korea. Unavailable
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
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
Dadouchi, C., & Agard, B. (2020, April). Considering quasi-real time delivery information in product recommendation [Paper]. 8th International Conference on Information Systems, Logistics and Supply Chain: Interconnected Supply Chains in an Era of Innovation (ILS 2020), Austin, TX. Unavailable
Ducharme, C., Agard, B., & Trépanier, M. (2019, June). Comparaison de modèles de demande et de consommation de produits [Paper]. 13e Congrès international du génie industriel (CIGI QUALITA 2019), Montréal, Qc, Canada (9 pages). Unavailable
Daras, G., Agard, B., & Penz, B. (2019). Conceptual Framework for SDSS Development with an Application in the Retail Industry. Business & Information Systems Engineering, 61(3), 357-373. External link
Dadouchi, C., Agard, B., & Montreuil, B. (2019, June). Recommandation interactive, une solution au démarrage à froid [Paper]. 13e Congrès international de génie industriel (CIGI 2019), Montréal, Québec, Canada. Unavailable
Dadouchi, C., & Agard, B. (2018). Lowering penalties related to stock-outs by shifting demand in product recommendation systems. Decision Support Systems, 114, 61-69. External link
Daras, G., Agard, B., & Penz, B. (2018). A spatial data pre-processing tool to improve the quality of the analysis and to reduce preparation duration. Computers & Industrial Engineering, 119, 219-232. External link
Ducharme, C., Agard, B., & Trépanier, M. (2017, May). Analyse des données temporelles de livraison basée sur la consommation pour la prévision de la demande de produits [Paper]. 12e Congrès international de génie industriel (GI 2017), Compiègne, France. Unavailable
Daras, G., Agard, B., & Penz, B. (2017, May). Automatisation du processus de prétraitement des données spatiales [Paper]. 12e Congrès international de génie industriel (GI 2017), Compiègne, France. External link
Dadouchi, C., & Agard, B. (2017, May). État de l'art sur les systèmes de recommandation [Paper]. 12e Congrès international de génie industriel (GI 2017), Compiègne, France. Unavailable
Dadouchi, C., Ducharme, C., & Agard, B. (2016, August). L'utilisation des SIG comme outil d'aide à la décision d'expansion commerciale: une étude de cas aux détaillants d'alcool à Laval [Paper]. 11e Conférence Francophone d'Optimisation et Simulation (MOSIM), Montréal, Québec. Unavailable
Daras, G., Agard, B., Cambazard, H., & Penz, B. (2015, May). Development of business spatial analysis tools: Methodology and framework [Paper]. 15th IFAC Symposium on Information Control Problems in Manufacturing (INCOM 2015), Ottawa, Ontario. Published in IFAC-PapersOnLine, 48(3). External link
Daras, G., Agard, B., Penz, B., & Cambazard, H. (2015, October). Développement d'outils d'analyse géo-spatiale pour la vente et la distribution : Méthodologie et plateforme [Paper]. 11e Congrès international de génie industriel (CIGI 2015), Québec, Canada. External link
Daras, G., Agard, B., Penz, B., & Cambazard, H. (2014, May). Analyse de données commerciales géo spatialisées [Paper]. Conférence annuelle du CIRRELT, Université Laval, Québec. Unavailable
Descoimps, É., Trépanier, M., & Agard, B. (2011, May). Analyse de données de cartes à puce d'un réseau de transport collectif: Normalité et influence des conditions météorologiques [Paper]. 10e Journée de la recherche de l'École Polytechnique, Montréal, Québec. Unavailable
Descoimps, É., Agard, B., & Trépanier, M. (2011, June). Comment les conditions climatiques influencent-elles l'utilisation du transport collectif? Normalité des déplacements et impacts météorologiques [Paper]. 10es Rencontres francophones Est-Ouest de socio-économie des transports, Montréal, Québec. Unavailable
Descoimps, É., Trépanier, M., & Agard, B. (2011, April). Mesure de l'influence de la météo sur l'utilisation du transport collectif à partir de données de cartes à puces [Paper]. 46e Congrès annuel de l'Association québécoise du transport et des routes, Montréal, Québec. Unavailable
Descoimps, É., Agard, B., & Trépanier, M. (2011, June). Mesure de l'influence de la météo sur l'utilisation du transport collectif à partir de données de cartes à puces [Paper]. 10es Rencontres francophones Est-Ouest de socio-économie des transports, Montréal, Québec. Unavailable
Da Cunha, C., Agard, B., & Kusiak, A. (2010). Selection of modules for mass customisation. International Journal of Production Research, 48(5), 1439-1454. External link
da Cunha, C., Agard, B., & Kusiak, A. (2007). Design for Cost: Module-Based Mass Customization. IEEE Transactions on Automation Science and Engineering, 4(3), 350-359. External link
Da Cunha, C., Agard, B., & Kusiak, A. (2006). Data Mining for Improvement of Product Quality. International Journal of Production Research, 44(18-19), 4027-4041. External link
da Cunha, C., & Agard, B. (2005, July). Composition of modules' stock using simulated annealing [Paper]. IEEE International Symposium on Assembly and Task Planning (ISATP 2005), Montréal, Québec, Canada. External link
da Cunha, C., & Agard, B. (2005, April). Constitution d'un stock de produits semi-finis pour une demande de produits variés sous contrainte de temps d'assemblage final avec recuit simulé [Paper]. 9e Colloque national AIP-PRIMECA, La Plagne, France. Unavailable
da Cunha, C., Agard, B., & Kusiak, A. (2005, July). Improving manufacturing quality by re-sequencing assembly operations : a data-mining approach [Paper]. 18th International Conference on Production Research, Fisciamo, Italy. Unavailable
da Cunha, C., & Agard, B. (2005, June). Influence de la nature de la demande sur la constitution d'un stock de produits semi-finis [Paper]. 6e Congrès international de génie industriel (CIGI 2005), Besançon, France. Unavailable
El-Ayeb, S., & Agard, B. (2019, June). Développement d'un outil de segmentation de marché en se basant sur l'évolution des données morphologiques [Paper]. 13e Congrès international de génie industriel (CIGI 2015), Montréal, Québec, Canada. Unavailable
El Hadj Khalaf, R., Agard, B., & Penz, B. (2011). Module Selection and Supply Chain Optimization for Customized Product Families Using Redundancy and Standardization. IEEE Transactions on Automation Science and Engineering, 8(1), 118-129. External link
El-Hadj-Khalaf, R., Agard, B., & Penz, B. (2010). An experimental study of a product and supply chain design problem for mass customization. Journal of Intelligent Manufacturing, 21(6), 703-716. External link
El-Hadj-Khalaf, R., Agard, B., & Penz, B. (2009). An Optimization Method for the Simultaneous Design of a Product Family and its Related Supply Chain Using a Taboo Search Algorithm. (Technical Report n° CIRRELT-2009-35). External link
El-Hadj-Khalaf, R., Agard, B., & Penz, B. (2009). Joint design of product family and supply chain: Between diversity and standardization. (Technical Report n° CIRRELT-2009-32). External link
El-Hadj-Khalaf, R., Agard, B., & Penz, B. (2009, June). Conception conjointe de familles de produits et chaîne logistique : Entre diversité et standardisation [Paper]. 8e Congrès international de génie industriel (CIGI 2009), Bagnères de Bigorre, France. Unavailable
El Hadj Khalaf, R., Agard, B., & Penz, B. (2009, May). Définition des nomenclatures et des sources d'approvisionnement pour la fabrication d'une famille de produits [Paper]. Conférence annuelle du CIRRELT, Montréal, Québec. Unavailable
El-Hadj-Khalaf, R., Agard, B., & Penz, B. (2009, May). Product and supply chain design using a taboo search [Paper]. International Conference on Industrial Engineering and Systems Management (IESM 2009), Montréal, Québec. Unavailable
El-Hadj-Khalaf, R., Agard, B., & Penz, B. (2008, October). Greedy heuristics for determining a product family bill of materials [Paper]. 38th International Conference on Computers and Industrial Engineering (CIE 2008), Beijing, China. External link
El-Hadj-Khalaf, R., Agard, B., & Penz, B. (2008, February). Optimisation 2-phases de la mise en place d'une famille de produits [Paper]. 9e Congrès de la Société française de recherche opérationnelle et d'aide à la décision, Clermont-Ferrand, France. Unavailable
El-Hadj-Khalaf, R., Agard, B., & Penz, B. (2008, May). Product and supply chain design using a two-phases optimisation approach [Paper]. International Conference on Information Systems, Logistics and Supply Chain (ILS 2008), Madison, WI, USA. External link
Fonseca, T. H. L., Nassar, S. M., de Oliveira, A. C. M., & Agard, B. (2023, June). Low-Dimensional Space Modeling-Based Differential Evolution: A Scalability Perspective on bbob-largescale suite [Paper]. 17th International Work-Conference on Artificial Neural Networks (IWANN 2023), Ponta Delgada, Portugal. External link
Fonseca, T. H. L., Nassar, S. M., de Oliveira, A. C. M., & Agard, B. (2022). Low-dimensional Space Modeling-based Differential Evolution for Large Scale Global Optimization Problems. IEEE Transactions on Evolutionary Computation, 27(5), 1529-1543. External link
Figueroa, M. Y., Agard, B., Pellerin, R., & Perrier, N. (2011, October). Interopérabilité des systèmes de planification d'une société de transport collectif en situation d'urgence [Paper]. 9e Congrès international de génie industriel (CIGI 2011), St-Sauveur, Québec. External link
Figueroa, M. Y., Agard, B., Pellerin, R., & Perrier, N. (2011). Interopérabilité des systèmes de planification d'une société de transport collectif en situation d'urgence. (Technical Report n° CIRRELT-2011-27). External link
Fournier, X., & Agard, B. (2007, June). Analyse par simulation d'une chaîne de production automobile multi-produit avec différenciation retardée [Paper]. 7e Congrès international de génie industriel (CIGI 2007), Trois-Rivières, Québec. Unavailable
Fournier, X., & Agard, B. (2007). Improvement of Earliness and Lateness by Postponement on an Automotive Production Line. International Journal of Flexible Manufacturing Systems, 19(2), 107-121. External link
Garcia, P., Agard, B., & Saunier, N. (2022, June). Anomaly detection method applied to vehicle monitoring [Paper]. 10th IFAC Conference on Manufacturing Modelling, Management and Control (MIM 2022), Nantes, France. Published in IFAC PapersOnLine, 55(10). External link
Ghaemi, M. S., DiGiulio, D. B., Contrepois, K., Callahan, B., Ngo, T. T. M., Lee-McMullen, B., Lehallier, B., Robaczewska, A., McIlwain, D., Rosenberg-Hasson, Y., Wong, R. J., Quaintance, C., Culos, A., Stanley, N., Tanada, A., Tsai, A., Gaudilliere, D., Ganio, E., Han, X., ... Aghaeepour, N. (2019). Multiomics modeling of the immunome, transcriptome, microbiome, proteome and metabolome adaptations during human pregnancy. Bioinformatics, 35(1), 95-103. Available
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Ghaemi, M.-S., Agard, B., Partovi Nia, V., & Trépanier, M. (2015, July). Identifying Spatial-Temporal Users Behaviour through Smart Card Data [Paper]. 13th Conference on Advanced Systems in Public Transport (CASPT 2015), Rotterdam, Netherlands. External link
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Ghaemi, M.-S., Agard, B., Trépanier, M., & Partovi Nia, V. (2014, May). Computational Complexity in Hierarchical Clustering Algorithms [Paper]. SSC Meeting 2014, University of Toronto, Ontario. Unavailable
Ghaemi, M.-S., Agard, B., Trépanier, M., & Partovi Nia, V. (2014, May). Predicting Behavioral Patterns of Users from Smart Card Data in The Public Transportation Domain [Paper]. Conférence annuelle du CIRRELT, Université Laval, Québec. Unavailable
Gaudreau, E., Agard, B., Trépanier, M., & Baptiste, P. (2005, June). Pilotages réactif des systèmes de production à l'aide de capteurs intelligents [Paper]. 6e Congrès international de génie industriel (CIGI 2005), Besançon, France. Unavailable
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
He, L., Agard, B., & Trépanier, M. (2020). A classification of public transit users with smart card data based on time series distance metrics and a hierarchical clustering method. Transportmetrica A: Transport Science, 16(1), 56-75. External link
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He, L., Trépanier, M., Agard, B., Munizaga, M., & Bustos, B. (2019, January). Comparing transit user behavior of two cities using smart card data [Paper]. 98th Transportation Research Board, Washington, D.C., USA. Unavailable
He, L., Trépanier, M., & Agard, B. (2019, July). A density-based smart card data classification algorithm applied to land use analysis and infrastructure performance measure [Paper]. 5th International Workshop and Symposium (TransitData 2019), Paris, France. Unavailable
He, L., Trépanier, M., & Agard, B. (2019, June). Méthode d'échantillonnage pour la classification des comportements des usagers de transport collectif à partir de données de carte à puce [Paper]. 2e rencontres Francophones Transport Mobilité (RTFM 2019, Montréal, Qc, Canada. External link
He, L., Trépanier, M., & Agard, B. (2019). Sampling method applied to the clustering of temporal patterns of public transit smart card users. (Technical Report n° CIRRELT-2019-30). External link
He, L., Trépanier, M., & Agard, B. (2018, June). Classification des comportements spatio-temporels des usagers de transport collectif basés sur les données de cartes à puces [Paper]. 1res Rencontres francophones Transport Mobilité (RFTM 2018), Lyon, France. External link
He, L., Trépanier, M., & Agard, B. (2018, July). Space-time classification of public transit smart card users' activity locations form smart card data [Paper]. 14th International Conference on Advanced Systems in Public Transport (CASPT 2018) ; in conjunction with 4th Workshop and Symposium on Research and Applications on the Use of Passive Data from Public Transport (TRANSIT DATA), Brisbane, Australia. External link
He, L., Agard, B., & Trépanier, M. (2017). Comparing time series segmentation methods for the analysis of transportation patterns with smart card data. (Technical Report n° CIRRELT-2017-28). External link
He, L., Trépanier, M., & Agard, B. (2017, May). Evaluating the change on users' spatial patterns using dynamic time warping distance applied to smart card data [Paper]. 3rd International Workshop and Symposium Research and Applications on the Use of Passive Data fom Public Transport, Santiago, Chili. Unavailable
He, L., Trépanier, M., & Agard, B. (2017, January). Evaluating the impacts on users' temporal patterns of a bus-rapid transit using cross correlation distance and sampled hierarchical clustering applied to smart card data [Paper]. 96th Annual Meeting of the Transportation Research Board (TRB 2017), Washington, DC. External link
He, L., Agard, B., & Trépanier, M. (2017, May). Évaluation des impacts de l'implantation d'un service de bus rapide à partir de données de cartes à puce [Paper]. 12e Congrès international de génie industriel (GI 2017), Compiègne, France. External link
Homaie-Shandizi, A.-H., Partovi Nia, V., Gamache, M., & Agard, B. (2016). Flight deck crew reserve: From data to forecasting. Engineering Applications of Artificial Intelligence, 50, 106-114. External link
Khalaf, R. E. H., Agard, B., & Penz, B. (2011). Simultaneous design of a product family and its related supply chain using a Tabu Search algorithm. International Journal of Production Research, 49(19), 5637-5656. External link
Locart, C., Agard, B., & Saunier, N. (2014). Analyses spatiales d'un réseau de distribution de points de vente: application à une entreprise canadienne de meubles distribués aux États-Unis. Revue française de gestion industrielle, 33(3), 69-88. External link
Locart, C., Agard, B., & Saunier, N. (2011, October). Analyses spatiales d'un réseau de distribution de points de vente : application à une entreprise canadienne de meubles distribués aux États-Unis [Paper]. 9e Congrès international de génie industriel (CIGI 2011), Saint-Sauveur, Canada (8 pages). External link
Le, T. T. H., Agard, B., & Deveault, S. (2009, June). Application du data mining à la segmentation du marché des meubles aux États-Unis [Paper]. 8e Congrès international de génie industriel (CIGI 2009), Bagnères de Bigorre, France. Unavailable
Le, T. T. H., Agard, B., & Deveault, S. (2009, May). Decision support based on socio-demographic segmentation and distribution channel analysis in the US furniture market [Paper]. International Conference on Industrial Engineering and Systems Management (IESM 2009), Montréal, Québec. Unavailable
Le, T. T. H., & Agard, B. (2009, May). Intégration les techniques de Data Mining et des S.I.G. pour l'analyse du marché des meubles aux États-Unis [Paper]. Conférence annuelle du CIRRELT, Montréal, Québec. Unavailable
Langevin, A., Perrier, N., Agard, B., Baptiste, P., Frayret, J.-M., Pellerin, R., Riopel, D., & Trépanier, M. (2009, January). Models and methods for emergency response logistics in electric distribution systems [Paper]. 2nd International Workshop on Successful Strategies in Supply Chain Management, Hong Kong. Unavailable
Maftah, M., Gendreau, M., Agard, B., & Gamache, M. (2024). Scheduling of drilling machines in open-pit mines: Stochastic and non-probabilistic CP approaches. (Technical Report n° G-2024-71). External link
Maftah, M., Gamache, M., Agard, B., & Gendreau, M. (2024). Coordination of electrical drilling machines in open-pit mines : a constraint programming approach. (Technical Report n° G-2024-62). External link
Moreno Haro, L. M., Tahan, A., & Agard, B. (2023, June). Aperçu des méthodes de prédiction de pannes [Paper]. CIGI Qualita MOSIM 2023, Trois-Rivière, Qc, Canada (8 pages). External link
Murray, P.-W., Agard, B., & Barajas, M.-A. (2019, May). Predicting customer purchase behavior patterns based on descriptive attributes [Paper]. IISE annual Conference, Orlando, Florida. Unavailable
Maftah, M., & Agard, B. (2019, June). Réduction du temps de préparation des commandes à travers l'amélioration des placement des produits dans l'entrepôt [Paper]. 13e Congrès international de génie industriel (CIGI 2015), Montréal, Québec, Canada. Unavailable
Murray, P. W., Agard, B., & Barajas, M. A. (2018). ASACT - Data preparation for forecasting: A method to substitute transaction data for unavailable product consumption data. International Journal of Production Economics, 203, 264-275. External link
Murray, P. W., Agard, B., & Barajas, M. A. (2018). Forecast of individual customer's demand from a large and noisy dataset. Computers & Industrial Engineering, 118, 33-43. External link
Moatari Kazerouni, A., Pennathur, P., Chinniah, Y. A., & Agard, B. (2017, May). Integrating safety considerations in health care center design : a case study at the operating room [Paper]. IISE annual Conference & Expo, Pittsburgh, PA, USA. Unavailable
Murray, P. W., Agard, B., & Barajas, M. A. (2017). Market segmentation through data mining: A method to extract behaviors from a noisy data set. Computers & Industrial Engineering, 109, 233-252. External link
Morency, C., Trépanier, M., Agard, B., Faucher, J., & Frappier, A. (2016, July). Typology of bikesharing members in Montréal [Paper]. World Conference on Transportation Research, Shanghai, Chine. Unavailable
Murray, P. W., Agard, B., & Barajas, M. A. (2015, May). Forecasting supply chain demand by clustering customers [Paper]. 15th IFAC Symposium on Information Control Problems in Manufacturing (INCOM 2015), Ottawa, Ontario. Published in IFAC-PapersOnLine, 48(3). External link
Moatari Kazerouni, A., Chinniah, Y. A., & Agard, B. (2015). Integrating occupational health and safety in facility layout planning, Part I: Methodology. International Journal of Production Research, 53(11), 3243-3259. External link
Moatari Kazerouni, A., Chinniah, Y. A., & Agard, B. (2015). Integration of occupational health and safety in the facility layout planning, Part II: Design of the kitchen of a hospital. International Journal of Production Research, 53(11), 3228-3242. External link
Moatari Kazerouni, A., Chinniah, Y. A., & Agard, B. (2015). A proposed occupational health and safety risk estimation tool for manufacturing systems. International Journal of Production Research, 53(15), 4459-4475. External link
Murray, P.-W., He, L., Agard, B., & Barajas, M.-A. (2015, October). Segmentation de données de livraison pour la prévision de la demande des clients [Paper]. 11e Congrès international de génie industriel (CIGI 2015), Québec, Canada. External link
Moatari Kazerouni, A., Chinniah, Y. A., & Agard, B. (2013). An improved occupational health and safety estimation tool for manufacturing systems. (Technical Report n° CIRRELT-2013-29). External link
Moatari Kazerouni, A., Chinniah, Y. A., & Agard, B. (2013, June). Assessing occupational health and safety in facility planing : a case study [Paper]. International Congress of Condition Monitoring and Diagnostic Engineering Management (COMADEM 2013), Helsinki, Finland. Unavailable
Moatari Kazerouni, A., Agard, B., & Chinniah, Y. A. (2012, October). The application of risk assessment to facilities planning: a synthesis of risk assessment methods and layour design models [Paper]. 7e Conférence internationale sur la sécurité des systèmes industriels automatisés (SIAS 2012), Montréal, Québec. External link
Moatari Kazerouni, A., Agard, B., & Chinniah, Y. A. (2012, August). A guideline for occupational health and safety considerations in facilities planning [Paper]. 4th International Conference on Information Systems, Logistics and Supply Chain (ILS 2012), Québec, (QC), Canada. External link
Morency, C., Trépanier, M., & Agard, B. (2011, January). Typology of carsharing members [Paper]. 90th Annual Meeting of the Transportation Research Board, Washington, DC. External link
Morency, C., Trépanier, M., Agard, B., Martin, B., & Quashie, J. (2007, September). Car sharing system: what transaction datasets reveal on users' behaviors [Paper]. 10th International IEEE Conference on Intelligent Transportation Systems, Seattle, Washington, USA. External link
Morency, C., Trépanier, M., & Agard, B. (2007, June). Measuring Transit Performance Using Smart Card Data [Paper]. World Conference on Transport Research, San Francisco, USA. External link
Morency, C., Trépanier, M., & Agard, B. (2007). Measuring Transit Use Variability With Smart-Card Data. Transport Policy, 14(3), 193-203. External link
Morency, C., Trépanier, M., & Agard, B. (2006, September). Analysing the variability of transit users behaviour with smart card data [Paper]. IEEE Intelligent Transportation Systems Conference, Toronto, Ont., Canada. External link
Morency, C., Trépanier, M., & Agard, B. (2006, April). Contributions des données de cartes à puces à la compréhension des rythmes d'activités en transport [Paper]. 41e Congrès de l'Association québécoise du transport et des routes, Laval, Québec. Unavailable
Nyirenda, V., Chinniah, Y. A., & Agard, B. (2015, May). Identifying key factors for an occupational health and safety risk estimation tool in small and medium-size enterprises [Paper]. 15th IFAC Symposium on Information Control Problems in Manufacturing (INCOM 2015), Ottawa, Ontario. Published in IFAC-PapersOnLine, 48(3). External link
Parrenin, L., Danjou, C., Agard, B., Marchesini, G., & Barbosa, F. (2024). A decision support tool to analyze the properties of wheat, cocoa beans and mangoes from their NIR spectra. Journal of Food Science, 17252 (15 pages). External link
Parrenin, L., Danjou, C., Agard, B., & Beauchemin, R. (2023). A decision support tool for the first stage of the tempering process of organic wheat grains in a mill. International Journal of Food Science and Technology, 58(10), 5478-5488. Available
Parrenin, L., Lorbieski, R., Jaraceski, J. C., Danjou, C., & Agard, B. (2023, November). A Decision Support Tool to Analyze Food Properties from Near Infrared Spectroscopy* [Paper]. 15th IEEE International Conference on Industry Applications (INDUSCON 2023), Sao Bernardo do Campo, Brazil. External link
Parrenin, L., Danjou, C., Agard, B., & Beauchemin, R. (2023). Future trends in organic flour milling: the role of AI. AIMS Agriculture and Food, 8(1), 48-77. External link
Piat, J.-R., Danjou, C., Agard, B., & Beauchemin, R. (2023). A guideline to implement a CPS architecture in an SME. Production & Manufacturing Research, 11(1), 30 pages. External link
Parrenin, L., Agard, B., & Danjou, C. (2022, June). Predicting the moisture content of organic wheat at the end of the first tempering stage [Poster]. Forum 5.0, Quebec, Qc, Canada. Unavailable
Parrenin, L., Danjou, C., Agard, B., & Beauchemin, R. (2022, July). Predicting the moisture content of organic wheat at the end of the first tempering stage [Poster]. 20th ICC Conference 2022 (ICC 2022), Vienna, Austria. Unavailable
Parrenin, L., Danjou, C., Agard, B., & Beauchemin, R. (2022, June). Predicting the moisture content of organic wheat in the first stage of tempering [Paper]. 10th IFAC Conference on Manufacturing Modelling, Management and Control (MIM 2022), Nantes, France. Published in IFAC PapersOnLine, 55(10). External link
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
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
Parrenin, L., Danjou, C., & Agard, B. (2020, November). Development of a tool for tracking organic wheatgrain movements at the supply chain level [Paper]. 13th International Conference on Modeling, Optimization and Simulation (MOSIM 2020), Agadir, Maroc. External link
Perrier, N., Agard, B., Baptiste, P., Frayret, J.-M., Langevin, A., Pellerin, R., Riopel, D., & Trépanier, M. (2013). A survey of models and algorithms for emergency response logistics in electric distribution systems. Part I: Reliability planning with fault considerations. Computers & Operations Research, 40(7), 1895-1906. External link
Perrier, N., Agard, B., Baptiste, P., Frayret, J.-M., Langevin, A., Pellerin, R., Riopel, D., & Trépanier, M. (2013). A survey of models and algorithms for emergency response logistics in electric distribution systems. Part II: Contingency planning level. Computers & Operations Research, 40(7), 1907-1922. External link
Perrier, N., Agard, B., Baptiste, P., Frayret, J.-M., Langevin, A., Pellerin, R., Riopel, D., & Trépanier, M. (2010). A survey of models and algorithms for emergency response logistics in electric distribution systems - Part 1: Reliability planning with fault considerations. (Technical Report n° CIRRELT-2010-05). External link
Perrier, N., Agard, B., Baptiste, P., Frayret, J.-M., Langevin, A., Pellerin, R., Riopel, D., & Trépanier, M. (2010). A survey of models and algorithms for emergency response logistics in electric distribution systems - Part II: Contingency planning level. (Technical Report n° CIRRELT-2010-06). External link
Remery, M., Mascle, C., & Agard, B. (2012). A New Method for Evaluating the Best Product End-of-Life Strategy During the Early Design Phase. Journal of Engineering Design, 23(6), 419-441. External link
Remery, M., Mascle, C., & Agard, B. (2011, October). Une méthode d'évaluation des scénarios de fin de vie pour des produits en phase de conception préliminarie [Paper]. 9e Congrès international de génie industriel (CIGI 2011), St-Sauveur, Québec. External link
St-Aubin, P., & Agard, B. (2022). Precision and Reliability of Forecasts Performance Metrics. Forecasting, 4(4), 882-903. External link
Siret, L., Danjou, C., Agard, B., & Bonnard, R. (2020, November). Prédictions de RUL par analyse de similarités [Paper]. 13th International Conference on Modeling, Optimization and Simulation (MOSIM 2020), Agadir, Maroc. External link
Siret, L., Danjou, C., & Agard, B. (2019, June). Élaboration d'un outil d'aide à la décision basé sur les règles d'association d'une PME [Paper]. 13e Congrès international de génie industriel (CIGI 2019), Montréal, Québec, Canada. Unavailable
St-Aubin, P., & Agard, B. (2019, June). Système de recommandations conscient du contexte pour départ à froid avec évaluation financière des retombées [Paper]. 13e Congrès international de génie industriel (CIGI 2015), Montréal, Québec, Canada. Unavailable
St-Aubin, P., & Agard, B. (2017, May). Data mining vs RFM en marketing : une étude comparative dans le secteur du e-commerce [Paper]. 12e Congrès international de génie industriel (GI 2017), Compiègne, France. Unavailable
Saunier, N., Mourji, N., & Agard, B. (2011). Using data mining techniques to understand collision processes. (Technical Report n° CIRRELT-2011-32). External link
Saunier, N., Mourji, N., & Agard, B. (2011). Investigating collision factors by mining microscopic data of vehicle conflicts and collisions. Transportation Research Record, 2237(1), 41-50. External link
Saunier, N., Mourji, N., & Agard, B. (2011, January). Investigating collision factors by mining microscopic data of vehicle conflicts and collisions [Paper]. 90th Annual Meeting of the Transportation Research Board, Washington, DC. Unavailable
Saunier, N., Mourji, N., & Agard, B. (2011, May). Using data mining techniques to understand collision processes [Paper]. 21st Canadian Multidisciplinary Road Safety Conference, Halifax, Nova Scotia. Unavailable
Toumelin, A., Agard, B., & Leduc, M. (2022, June). Development of a collaborative tool for data valorisation in SMEs [Paper]. 10th IFAC Conference on Manufacturing Modelling, Management and Control (MIM 2022), Nantes, France. Published in IFAC PapersOnLine, 55(10). External link
Trépanier, M., Agard, B., & Partovi Nia, V. (2013, July). Assessing public transport travel behaviour from smart card data with advanced data mining technique [Paper]. 13th World Conference on Transportation Research, Rio de Janeiro, Brézil. Unavailable
Trépanier, M., Agard, B., & Morency, C. (2012, July). Using smart card data to assess the impacts of weather on public transport user behavior [Paper]. Conference on Advanced Systems for Public Transit (CASPT 2012), Santiago, Chile. External link
Trépanier, M., & Agard, B. (2011, June). The influence of weather on public transit revealed by smart card data [Paper]. 3rd TRANSLOG Conference, Hamilton, Ontario. Unavailable
Trépanier, M., Morency, C., & Agard, B. (2009). Calculation of transit performance measures using smartcard data. Journal of Public Transportation, 12(1), 79-96. External link
Trépanier, M., Agard, B., & du Parc, N. (2009, April). Études des générateurs de déplacement à l'aide de données de cartes à puces [Paper]. 44e Congrès annuel de l'Assocation québécoise du transport et des routes, Montréal, Québec. Unavailable
