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Michel C. DesmaraisDepartment of Computer Engineering and Software Engineering
Profile in the Directory of Experts of Polytechnique Montréal
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Bhatanagar, S., Zouaq, A., Desmarais, M. C., & Charles, E. (2020, July). A Dataset of Learnersourced Explanations from an Online Peer Instruction Environment [Paper]. 13th International Conference on Educational Data Mining (EDM 2020). External link
Bhatnagar, S., Zouaq, A., Desmarais, M. C., & Charles, E. (2020, September). Learnersourcing quality assessment of explanations for peer instruction [Paper]. 15th European Conference on Technology Enhanced Learning (EC-TEL 2020), Heidelberg, Germany. External link
Beland, S., Bouthillier, I. B., Desmarais, M. C., Loignon, G., & Loye, N. (2019, July). Second LABBEC workshop: Learning analytics, building bridges between the education and the computing communities [Paper]. 12th International Conference on Educational Data Mining (EDM 2019), Montréal, Québec. External link
Beland, S., Desmarais, M. C., & Loye, N. (2018, June). Learning analytics: Building bridges between the education and the computing communities [Poster]. 14th International Conference on Intelligent Tutoring Systems (ITS 2018), Montréal, Québec. External link
Bhatnagar, S., Lasry, N., Desmarais, M. C., & Charles, E. (2016, September). DALITE: Asynchronous peer instruction for MOOCs [Paper]. 11th European Conference on Technology Enhanced Learning (EC-TEL 2016), Lyon, France. External link
Bhatnagar, S., Desmarais, M. C., Lasry, N., & Charles, E. S. (2016, June). Text classification of student self-explanations in college physics questions [Paper]. 9th International Conference on Educational Data Mining (EDM 2016), Raleigh, NC. External link
Bhatnager, S., Desmarais, M. C., Whittaker, C., Lasry, N., Dugdale, M., Lenton, M., & Charles, E. (2015, June). An analysis of peer-submitted and peer-reviewed answer rationales in an web-based Peer Instruction based learning environment [Paper]. 8th Conference on Educational Data Data Mining (EDM 2015), Madrid, Spain. External link
Brangier, É., Desmarais, M. C., Nemery, A., & Prom Tep, S. (2015). Évolution de l'inspection heuristique : vers une intégration des critères d'accessibilité, de praticité, d'émotion et de persuasion dans l'évaluation ergonomique. Journal d'Interaction Personne-Système, 4(1), 69-84. External link
Beheshti, B., Desmarais, M. C., & Xu, P. (2015, June). Goodness of fit of skills assessment approaches: Insights from patterns of real vs. synthetic data sets [Paper]. 8th Conference on Educational Data Mining (EDM 2015), Madrid, Spain. External link
Brangier, E., & Desmarais, M. C. (2014, June). Heuristic inspection to assess persuasiveness: a case study of a mathematics e-learning program [Paper]. 3rd International Conference on Design, User Experience and Usability (DUXU 2014), held as part of HCI International 2014, Heraklion, Crete, Greece. External link
Beheshti, B., & Desmarais, M. C. (2014, July). Predictive performance of prevailing approaches to skills assessment techniques: Insights from real vs. synthetic data sets [Paper]. 7th Conference on Educational Data Data Mining (EDM 2014), London, England. External link
Brangier, É., & Desmarais, M. C. (2013). The design and evaluation of the persuasiveness or e-learning interfaces. International Journal of Conceptual Structures and Smart Applications, 1(2), 38-47. External link
Brangier, É., & Desmarais, M. C. (2013, September). A set of criteria to assess motivation and/or persuasion of elearning applications [Paper]. International Workshop on EuroPLOT Persuasive Technology for Learning, Education and Teaching (IWEPLET 2013), in conjunction with EC-TEL 2013 Conference, Paphos, Cyprus. External link
Barnes, T., Desmarais, M. C., Romero Morales, C., & Ventura, S. (2009, July). Educational data mining [Paper]. 2nd International Conference on Educational Data Mining (EDM 2009), Cordoba, Espagne. External link
Boudreault, Y., Desmarais, M. C., & Gagnon, M. (2007, June). Designing a learning environment for the freshman of computer engineering and software engineering programs [Paper]. 114th ASEE Conference & Exhibition, Honolulu, Hawaii, USA. Unavailable
Dakhel, A. M., Nikanjam, A., Majdinasab, V., Khomh, F., & Desmarais, M. C. (2024). Effective test generation using pre-trained Large Language Models and mutation testing. Information and Software Technology, 171, 107468 (17 pages). External link
Dakhel, A. M., Nikanjam, A., Khomh, F., Desmarais, M. C., & Washizaki, H. (2024). Generative AI for Software Development: A Family of Studies on Code Generation. In Generative AI for Effective Software Development (pp. 151-172). External link
Dakhel, A. M., Nikanjam, A., Khomh, F., Desmarais, M. C., & Washizaki, H. (2024). An Overview on Large Language Models. In Generative AI for Effective Software Development (pp. 3-21). External link
Dakhel, A. M., Desmarais, M. C., & Khomh, F. (2023). Dev2vec: Representing domain expertise of developers in an embedding space. Information and Software Technology, 159, 12 pages. External link
Dakhel, A. M., Majdinasab, V., Nikanjam, A., Khomh, F., Desmarais, M. C., & Jiang, Z. M. (2023). GitHub Copilot AI pair programmer: Asset or Liability? Journal of Systems and Software, 203, 111734 (23 pages). External link
Dakhel, A. M., Desmarais, M. C., & Khomh, F. (2022). Dev2vec: Representing Domain Expertise of Developers in an Embedding Space [Dataset]. External link
Desmarais, M. C. (2022, June). Un survol de la modélisation de l'expertise et du défi de de l'évaluer dans un contexte ouvert [Paper]. Environnements Informatiques pour l'Apprentissage Humain et Intelligence Artificielle (EIAH et IA), Saint-Étienne, France. Unavailable
Desmarais, M. C. (2018, June). An enrolment admission strategy based on data analytic [Poster]. 14th International Conference on Intelligent Tutoring Systems (ITS 2018), Montréal, Québec. Unavailable
Desmarais, M. C., & Xu, P. (2016). Methods to refine the mapping of items to skills. In Sottilare, R., Graesser, A., Hu, X., Olney, A., Nye, B., & Sinatra, A. (eds.), Design recommendations for intelligent tutoring systems (Vol. 4, pp. 39-48). External link
Desmarais, M. C., Xu, P., & Bheshti, B. (2015, June). Combining techniques to refine item to skills Q-matrices with a partition tree [Paper]. 8th Conference on Educational Data Data Mining (EDM 2015), Madrid, Spain. External link
Desmarais, M. C., Beheshti, B., & Xu, P. (2014, July). The refinement of a Q-matrix: Assessing methods to validate tasks to skills mapping [Paper]. 7th Conference on Educational Data Data Mining (EDM 2014), London, England. External link
Desmarais, M. C., Lemieux, F., Caron, F., & Guérin, J. (2013, May). Classification et visualisation de séquence d'étude [Paper]. 3e Journée MATI, Montréal, Québec (7 pages). Unavailable
Desmarais, M. C., & Lemieux, F. (2013, July). Clustering and visualizing study state sequences [Paper]. 6th Conference on Educational Data Mining (EDM 2013), Memphis, TN, USA. External link
Desmarais, M. C., & Naceur, R. (2013, July). A matrix factorization method for mapping items to skills and for enhancing expert-based q-matrices [Paper]. 16th International Conference on Artificial Intelligence in Education (AIED 2013), Memphis, TN, United states. External link
Desmarais, M. C., & Beheshti, B. (2012, July). Improving matrix factorization techniques of student test data with partial order constraints [Paper]. 20th Conference on User Modeling Adaptation and Personalization (UMAP 2012), Montréal, Québec. External link
Desmarais, M. C., Beheshti, B., & Naceur, R. (2012, June). Item to skills mapping: deriving a conjunctive Q-matrix from data [Paper]. 11th International Conference Intelligent Tutoring Systems (ITS 2012), Chania, Grèce. External link
Desmarais, M. C., Naceur, R., & Beheshti, B. (2012, July). Linear models of student skills for static data [Paper]. 20th Conference on User Modeling Adaptation and Personalization (UMAP 2012), Montréal, Québec. External link
Desmarais, M. C., Beheshti, B., & Naceur, R. (2012, June). Methods to find the number of latent skills [Paper]. 5th International Conference on of Educational Data Mining (EDM 2012), Chania, Grèce. External link
Desmarais, M. C., & Baker, R. J. D. (2012). A review of recent advances in learner and skill modeling in intelligent learning environments. User Modeling and User-Adapted Interaction, 22(1-2), 9-38. External link
Desmarais, M. C., Burney-Vincent, C., Caron, C., Gagnon, M., Gagnon, O., Lemieux, F., Pelczer, I., & Robert, J.-M. (2011, August). Assessing engineering freshman mathematics skills with adaptive testing [Paper]. International Conference on Engineering Education, Belfast, Northern Ireland, UK. External link
Desmarais, M. C. (2011, July). Conditions for effectively deriving a Q-Matrix from data with non-negative matrix factorization [Paper]. Educational Data Mining, Eindhoven, Netherlands. External link
Desmarais, M. C., Burney-Vincent, C., Caron, C., Gagnon, M., Gagnon, O., Lemieux, F., & Pelczer, I. (2011, May). Évaluation efficace des acquis mathématiques pour l'apprentissage personnalisé [Paper]. Journée MATI, Montréal, Québec. Unavailable
Desmarais, M. C. (2011). Mapping question items to skills with non-negative matrix factorization. SIGKDD Explorations, 13(2), 30-36. External link
Desmarais, M. C. (2011, July). Performance comparison of item-to-item skills models with the IRT single latent trait model [Paper]. User Modeling, Adaptation and Personalization (UMAP 2011), Girona, Spain. External link
Desmarais, M. C. (2010). Just-in-Time Knowledge and User Interface Design for Effective Hybrid Learning. In Handbook of Research on Hybrid Learning Models (pp. 174-184). External link
Desmarais, M. C., & Pelczer, I. (2010, June). On the Faithfulness of Simulated Student Performance Data [Paper]. 3rd International Conference on Educational Data Mining (EDM 2010), Pittsburgh, PA, USA. External link
Desmarais, M. C., & Xiaoming, P. (2009). Les modèles graphiques. In Évaluation des apprentissages et technologies de l'information et de la communication : enjeux, applications et modèles de mesure (pp. 187-210). External link
Desmarais, M. C., Willarreal, A., & Gagnon, M. (2008, June). Adaptive test design with a naive bayes framework [Paper]. 1st Conference on Educational Data Mining, Montréal, Québec. External link
Desmarais, M. C. (2008, August). Just-in-time knowledge and assessment-based guidance as effective hybrid learning means [Paper]. International Conference on Hybrid Learning, Hong Kong. Unavailable
Desmarais, M. C. (2008, August). Just-in-Time Knowledge for Effective Hybrid Learning [Paper]. First International Conference, ICHL 2008, Hong Kong, China. External link
Desmarais, M. C., Pu, X., & Blais, J.-G. (2007, June). Partial order knowledge structure for CAT applications [Paper]. GMAC Conference on Computerized Adaptive Testing, St-Paul, Minnesota, USA. External link
Desmarais, M. C., & Gagnon, M. (2006, October). Bayesian student models based on item to item knowledge structures [Paper]. 1st European Conference on Technology Enhanced Learning (EC-TEL 2006), Crete, Greece. External link
Desmarais, M. C., Gagnon, M., & Meshkinfam, P. (2006, July). Data mining and students models [Paper]. AAAI Workshop, Boston, MA, United States. Unavailable
Desmarais, M. C., Gagnon, M., & Meshkinfam, P. (2006, July). Item-based Bayesian student models [Paper]. AAAI Workshop Data Mining in Education, Boston, MA, United States. External link
Desmarais, M. C., Meshkinfam, P., & Gagnon, M. (2006). Learned student models with item to item knowledge structures. User Modeling and User-Adapted Interaction, 16(5), 403-434. External link
Desmarais, M. C., & Blais, J.-G. (2006, September). Modèles d'évaluations bayésiens [Paper]. 19e Colloque international de l'ADMEE-Europe, Luxembourg. External link
Desmarais, M. C., & Pu, X. (2005). A bayesian inference adaptive testing framework and its comparison with item response theory. International Journal of Artificial Intelligence in Education, 15, 291-323. Unavailable
Desmarais, M. C., & Pu, X. M. (2005, July). Computer Adaptive Testing : Comparison of a Probabilistic Network Approach With Item Response Theory [Paper]. 10th International Conference on User Modeling (UM 2005), Edinburgh, Scotland, UK. External link
Desmarais, M. C., Fu, S., & Pu, X. Tradeoff analysis between knowledge assessment approaches [Paper]. 12th International Conference on Artificial Intelligence in Education (AEID 2005). Unavailable
Desmarais, M. C. (2005, September). Web log session analyzer: integrating parsing and logic programming into a data mart architecture [Paper]. IEEE/WIC/ACM International Conference on Web Intelligence (WIC 2005). External link
David, B., Delotte, O., Seffah, A., Tarpin-Bernard, F., Desmarais, M. C., Chalon, R., & Samaan, K. (2004, May). Scenarios in the design of capillary collaborative systems [Paper]. Cooperative Systems Design, Scenario-Based Design of Collaborative Systems (COOP 2004), Hyères Les Palmiers, France. Unavailable
Desmarais, M. C., & Freedman, P. (1998). Du tableau noir à l'ordinateur, vers une nouvelle façon d'apprendre. Interface, 19(2), 26-35. External link
Desmarais, M. C., Leclair, R., Fiset, J.-Y., & Talbi, H. (1997). Cost-justifying electronic performance support systems. Communications of the ACM, 40(7), 39-48. External link
Desmarais, M. C. (1997, October). Le transfert technologique en IHM [Paper]. 9es Journées sur l'ingénierie de l'interaction homme-machine (IHM 1997), Poitiers, France. Unavailable
Desmarais, M. C., & Khuwaja, R. (1996, June). Towards a standard, generic, and cost-effective means of performing learner expertise assessment [Paper]. Workshop on architectures and methods for designing cost-effective and reusable ITSs, held with Intelligent tutoring systems (ITS'96), Montréal, Québec. External link
Desmarais, M. C., Maluf, A., & Liu, J. (1995). User-expertise modeling with empirically derived probabilistic implication networks. User Modeling and User-Adapted Interaction, 5(3), 283-315. External link
Desmarais, M. C., & Liu, J. (1994, January). An adaptive questionnaire based upon an automatic knowledge assessment tool [Paper]. World Conference on Educational Multimedia and Hypermedia (EdMedia 1994), Vancouver, BC. Unavailable
Desmarais, M. C., Liu, J., & Maluf, A. (1994, August). Adaptive training based upon computerized knowledge assessment [Paper]. 4th International Conference on User Modeling, Bedford, MA. Unavailable
Desmarais, M. C., Hayne, C., Jagannath, S., & Keller, R. A. (1994, April). Conference Companion on Human Factors in Computing Systems [Paper]. Conference on Human Factors in Computing Systems (CHI 1994), Boston, Massachusetts, USA. External link
Desmarais, M. C., & Liu, J. (1994, January). Decentralized meteorology training using hypermedia [Paper]. World Conference on Educational Multimedia and Hypermedia (EdMedia 1994), Vancouver, BC. Unavailable
Desmarais, M. C., Giroux, L., & Larochelle, S. (1993). An advice-giving interface based on plan-recognition and user-knowledge assessment. International Journal of Man-Machine Studies, 29(6), 901-924. External link
Desmarais, M. C., & Liu, J. (1993, January). Exploring the applications of user-expertise assessment for intelligent interfaces [Paper]. Conference on Human Factors in Computing Systems (CHI 93/INTERACT 93), Amsterdam, The Netherlands. External link
Desmarais, M. C., Giroux, L., & Larochelle, S. (1992). Fondements méthodologiques et empiriques d'un système consultant actif pour l'édition de texte : le projet EdCoach. Technologies de l'Information et Société, 4(1), 41-47. External link
Desmarais, M. C., Boyle, M., Helfer, P., Reiher, E., & Zwack, P. (1992, August). A knowledge-based assistant for terminal weather forecasting [Paper]. International Conference on Informatics and Cybernetics, Baden-Baden, Germany. Unavailable
Desmarais, M. C., Verteuil, F. , Jacob, D., & Zwack, P. (1991, July). Combining a knowledge- based approach with numerical modeling in weather forecasting [Paper]. 11e Festival d'Avignon (Avignon 1991), Avignon, France. Unavailable
Desmarais, M. C., Verteuil, F. , Jacob, D., & Zwack, P. (1991, August). A meteorological database for numerical and non-numerical processing [Paper]. Dexa Conferences and Workshops, Berlin, Germany. External link
Desmarais, M. C., Giroux, L., & Larochelle, S. (1991, January). Plan recognition in HCI: the parsing of user actions [Paper]. 8th Interdisciplinary Workshop on Informatics and Psychology: Mental Models and Human-Computer Interaction, Amsterdam, Netherlands. External link
Desmarais, M. C., Verteuil, F. , Zwack, P., & Jacob, D. (1991, February). Stratus: a prototype expert advisory system for terminal weather forecasting [Paper]. 7th IEEE Conference on Artificial Intelligence Applications, Miami Beach, Florida. External link
Desmarais, M. C., Giroux, L., & Larochelle, S. (1990, January). User modelling for a text-editor coach [Paper]. 6th Interdisciplinary Workshop on Informatics and Psychology, Schärding, Austria. External link
Desmarais, M. C., Giroux, L., & Larochelle, S. (1988, January). Assessing the structure of knowledge in a procedural domain [Paper]. Cognitive Science Society, Montréal, Québec. Unavailable
Desmarais, M. C., Giroux, L., & Larochelle, S. (1987, September). The diagnosis of user strategies [Paper]. Human-Computer Interaction (INTERACT 1987), Stuttgart, Germany. External link
Desmarais, M. C., & Pavel, M. (1987, September). User knowledge evaluation: An experiment with UNIX [Paper]. 2nd IFIP International Conference on Human-Computer Interaction (INTERACT 1987), Stuttgart, Germany. External link
Desmarais, M. C. (1985). Communication usager-ordinateur et banques de données. Unavailable
Fu, S., Sein, M., & Desmarais, M. C. (2014, July). Towards the efficient recovery of general multi-dimensional bayesian network classifier [Paper]. 10th International Conference on Machine Learning and Data Mining in Pattern Recognition (MLDM 2014), St-Petersburg, Russia. External link
Fu, S., & Desmarais, M. C. (2010, June). Feature Selection by Efficient Learning of Markov Blanket [Paper]. World Congress on Engineering 2010 (WCE 2010). External link
Fu, S., & Desmarais, M. C. (2010, June). Markov Blanket Based Feature Selection: a Review of Past Decade [Paper]. World Congress on Engineering 2010 (WCE 2010), London, U.K. External link
Fu, S., Pi, B., Zhou, Y., Desmarais, M. C., Wang, W., Han, S., & Rao, X. (2009, April). Cross-channel query recommendation on commercial mobile search engine: Why, how and empirical evaluation [Paper]. 13th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2009), Bangkok, Thailand. External link
Fu, S., Pi, B., Desmarais, M. C., Zhou, Y., Wang, W., & Han, S. (2009, October). Query recommendation and its usefulness evaluation on mobile search engine [Paper]. IEEE International Conference on Systems, Man and Cybernetics (SMC 2009), San Antonio, Texas, USA. External link
Fu, S., Desmarais, M. C., Pi, B., Zhou, Y., Wang, W., Zou, G., Han, S., & Rao, X. (2009, April). Simple but effective porn query recognition by k-NN with semantic similarity measure [Paper]. Joint International Conference on Advances in Data and Web Management (APWeb/WAIM 2009), Suzhou, China. External link
Fu, S., & Desmarais, M. C. (2008, May). Fast Markov blanket discovery algorithm via local learning within single pass [Paper]. 21st Conference of the Canadian Society for Computational Studies of Intelligence, Windsor, Canada. External link
Fu, S., Desmarais, M. C., & Li, F. (2008, May). One-pass learning algorithm for fast recovery of bayesian network [Paper]. 21th International Florida Artificial Intelligence Research Society Conference (FLAIRS 2008), Coconut Grove, FL, United States. External link
Fu, S., & Desmarais, M. C. (2008, May). Tradeoff analysis of different Markov blanket local learning approaches [Paper]. 12th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2008), Osaka, Japan. External link
Fu, S., & Desmarais, M. C. (2006, July). Multidimensional Computerized Adaptive Testing Based on Bayesian Theory [Paper]. 2nd IASTED International Conference on Education and Technology (ICET 2006), Calgary, Alberta. External link
Farrell, J. E., & Desmarais, M. C. (1990). Equating character-identification performance across the visual field. Journal of the Optical Society of America A, 7(1), 152-159. External link
Ghavidel, H. A., Zouaq, A., & Desmarais, M. C. (2020, May). Using BERT and XLNET for the automatic short answer grading task [Paper]. 12th International Conference on Computer Supported Education (CSEDU 2020). External link
Gagnon, V., Labrie, A., Bhatnagar, S., & Desmarais, M. C. (2019, July). Filtering non-relevant short answers in peer learning applications [Paper]. 12th International Conference on Educational Data Mining (EDM 2019), Montréal, Qc. External link
Ghorbani, S., & Desmarais, M. C. (2017). Performance Comparison of Recent Imputation Methods for Classification Tasks over Binary Data. Applied Artificial Intelligence, 31(1), 22 pages. External link
Ghorbani, S., & Desmarais, M. C. (2014, July). An Adaptive Sampling Algorithm to Improve the Performance of Classification Models [Paper]. 8th European Conference on Data Mining (ECDM 2014), Lisbon, Portugal. Unavailable
Ghorbani, S., & Desmarais, M. C. (2013, December). Selective sampling designs to improve the performance of classification methods [Paper]. 12th International Conference on Machine Learning and Applications (ICMLA 2013), Miami, Florida, USA. External link
Jodoin, A., & Desmarais, M. C. (2009, October). L'environnement de développement dynamique (EDD) pour le prototypage rapide d'interfaces graphiques [Paper]. 21e Conférence de l'Association francophone d'interaction homme-machine (IHM 2009), Grenoble, France. External link
Jodoin, A., L'Archevêque, R., Allard, P., Desmarais, M. C., & Granger, L. (2006, April). Un environnement de développement dynamique qui intègre des composants graphiques actifs [Paper]. 18e Conférence francophone sur l'interaction homme-machine (IHM 2006), Montréal, Québec. External link
Jiming, L., & Desmarais, M. C. (1997). A method of learning implication networks from empirical data: algorithm and Monte-Carlo simulation-based validation. IEEE Transactions on Knowledge and Data Engineering, 9(6), 990-1004. External link
Khuwaja, R., Desmarais, M. C., & Cheng, R. (1996, June). Intelligent guide: Combining user knowledge assessment with pedagogical guidance [Paper]. 3rd International Conference on Intelligent Tutoring Systems (ITS 1996), Montréal, Québec. External link
Layoun, J.-C., Zouaq, A., & Desmarais, M. C. (2024, April). Contextual Embeddings and Graph Convolutional Networks for Concept Prerequisite Learning [Paper]. 39th ACM/SIGAPP Symposium on Applied Computing (SAC 2024), New York, NY, USA. External link
Lavoué, É., Monterrat, B., Desmarais, M. C., & George, S. (2019). Adaptive gamification for learning environments. IEEE Transactions on Learning Technologies, 12(1), 16-28. External link
Lefebvre-Brossard, A., Spaeth, A., & Desmarais, M. C. (2017, July). Encoding users as more than the sum of their parts: Recurrent neural networks word embedding for people-To-people recommendation [Paper]. 25th ACM International Conference on User Modeling, Adaptation, and Personalization (UMAP 2017), Bratislava, Slovakia. External link
Lemieux, F., Desmarais, M. C., & Robillard, P. N. (2013). Analyse chronologique des traces journalisées d'un guide d'étude pour apprentissage autonome. Sciences et Technologies de l'Information et de la Communication pour l'Éducation et la Formation, 20(1), 1-35. External link
Lemieux, F., Desmarais, M. C., & Guérin, J. (2012, May). Évaluation de persuasion, de jouabilité, d'incertitude et d'adaptativité d'interface utilisateur d'un système d'apprentissage en ligne [Paper]. Colloque scientifique international portant sur les TIC en éducation, Montréal, Québec. Unavailable
Lemieux, F., & Desmarais, M. C. (2007). Prise en compte de l'IHM dans le développement des SI. Ingénierie des systèmes d'information, 12(6), 119-145. External link
Lemieux, F., & Desmarais, M. C. (2006, October). RUP(c) et conception centrée sur l'utilisateur : une étude de cas [Paper]. Ergonomie et informatique avancée (ERGO-IA 2006), Biarritz, France. Unavailable
Liu, J., Maluf, D. A., & Desmarais, M. C. (2001). A new uncertainty measure for belief networks with applications to optimal evidential inferencing. IEEE Transactions on Software Engineering, 13(3), 416-425. External link
Moradi Dakhel, A., Desmarais, M. C., & Khomh, F. (2021, June). Assessing developer expertise from the statistical distribution of programming syntax patterns [Paper]. 25th Evaluation and Assessment in Software Engineering Conference (EASE 2021). External link
Mbouzao, B., Desmarais, M. C., & Shrier, I. (2020, July). Early Prediction of Success in MOOC from Video Interaction Features [Paper]. 21st International Conference on Artificial Intelligence in Education (AIED 2020), France, Morocco. External link
Mbouzao, B., Desmarais, M. C., & Shrier, I. (2020, July). Methodology of measure of similarity in student video sequence of interactions [Paper]. 13th International Educational Data Mining (EDM 2020) (6 pages). External link
Mbouzao, B., Desmarais, M. C., & Shrier, I. (2019, July). A methodology for student video interaction patterns analysis and classification [Paper]. 12th International Conference on Educational Data Mining (EDM 2019), Montréal, Québec. External link
Minn, S., Zhu, F., & Desmarais, M. C. (2018, November). Improving knowledge tracing model by integrating problem difficulty [Paper]. IEEE International Conference on Data Mining Workshops (ICDMW 2018), Singapore. External link
Monterrat, B., Lavoué, É., George, S., & Desmarais, M. C. (2015, June). Les effets d'une ludification adaptative sur l'engagement des apprenants [Paper]. 7e Conférence sur les Environnements Informatiques d'Apprentissage Humain, Agadir, Maroc (25 pages). Published in Sciences et Technologies de l'Information et de la Communication pour l'Éducation et la Formation, 24(1). External link
Minn, S., Desmarais, M. C., & Fu, S.K. (2016, September). Refinement of a Q-matrix with an ensemble technique based on multi-label classification algorithms [Paper]. 11th European Conference on Technology Enhanced Learning (EC-TEL 2016), Lyon, France. External link
Monterrat, B., Desmarais, M. C., Lavoué, É., & George, S. (2015, June). A player model for adaptive gamification in learning environments [Paper]. 17th International Conference on Artificial Intelligence in Education (AIED 2015), Madrid, Spain. External link
Minn, S., Fu, S., & Desmarais, M. C. (2014, October). Efficient learning of general Bayesian network Classifier by Local and Adaptive Search [Paper]. IEEE International Conference on Data Science and Advanced Analytics (DSAA 2014), Shanghai, Chine. External link
Migneault, J., Robert, J.-M., Desmarais, M. C., & Caron, S. (2007, October). Comparing voice with touch screen for controlling the instructor's operating station of a flight simulator [Paper]. IEEE International Conference on Systems, Man and Cybernetics (SMC 2007), Montréal, Québec. External link
Maluf, D. A., Liu, J., & Desmarais, M. C. (1996). Consistent dynamical system observers for nondeterministic event modeling. Information Sciences, 94(1-4), 41-53. External link
Neishabouri, A., & Desmarais, M. C. (2024). An ensemble approach to determine the number of latent dimensions and assess its reliability. Communications in Statistics: Simulation and Computation, 2328166 (26 pages). External link
Neishabouri, A., & Desmarais, M. C. (2021, September). Estimating the number of latent topics through a combination of methods [Paper]. 25th KES International Conference on Knowledge-Based and Intelligent Information and Engineering Systems (KES 2021), Szczecin, Poland. Published in Procedia Computer Science, 192. External link
Neishabouri, A., & Desmarais, M. C. (2021, September). Inferring the number and order of embedded topics across documents [Paper]. 25th KES International Conference on Knowledge-Based and Intelligent Information and Engineering Systems (KES 2021), Szczecin, Poland. Published in Procedia Computer Science, 192. External link
Neishabouri, A., & Desmarais, M. C. (2020, May). Reliability of perplexity to find number of latent topics [Paper]. 33rd International Florida Artificial Intelligence Research Society Conference (FLAIRS 2020), North Miami Beach, FL, USA. External link
Poellhuber, L.-V., Poellhuber, B., Desmarais, M. C., Leger, C., & Manh-Chien Vu, M. (2023, March). Cluster-Based Performance of Student Dropout Prediction as a Solution for Large Scale Models in a Moodle LMS [Paper]. 13th International Conference on Learning Analytics and Knowledge: Towards Trustworthy Learning Analytics (LAK 2023), Arlington, TX, USA. External link
Peng, W., Zhang, Y., & Desmarais, M. C. (2022, January). Deep Neural Network for Airfoil Optimization [Paper]. AIAA Science and Technology Forum and Exposition (AIAA SciTech Forum 2022), San Diego, CA, USA. External link
Peng, W., Zhang, Y., Laurendeau, É., & Desmarais, M. C. (2022). Learning aerodynamics with neural network. Scientific Reports, 12(1), 6779 (10 pages). External link
Peng, W., Zhang, Y., & Desmarais, M. C. (2021, January). Spatial convolution neural network for efficient prediction of aerodynamic coefficients [Paper]. AIAA SciTech Forum. External link
Plouznikoff, N., Plouznikoff, A., Desmarais, M. C., & Robert, J.-M. (2007, October). Gesture-based interactions with virtually embodied wearable computer software processes competing for user attention [Paper]. IEEE International Conference on Systems, Man and Cybernetics (SMC 2007), Montréal, Québec. External link
Plouznikoff, A., Plouznikoff, N., Robert, J.-M., & Desmarais, M. C. (2006, April). Enhancing human-machine interactions: Virtual interface alteration through wearable computers [Paper]. SIGCHI Conference on Human Factors in Computing Systems (CHI 2006), Montréal, Québec. External link
Plouznikoff, A., Plouznikoff, N., Desmarais, M. C., & Robert, J.-M. (2006, April). Support mobile à la tâche : médiation utilisateur monde réel par l'intermédiaire d'un ordinateur porté [Paper]. 18e Conférence francophone sur l'interaction homme-machine (IHM 2006), Montréal, Québec. External link
Rafla, T., Desmarais, M. C., & Robillard, P. N. (2009). Toward a refined paradigm for architecting usable systems. In Seffah, A., Vanderdonckt, J., & Desmarais, M. C. (eds.), Human-centered software engineering : Software Engineering Models, Patterns and Architectures for HCI (pp. 245-255). External link
Rafla, T., Robillard, P. N., & Desmarais, M. C. (2007). A Method to Elicit Architecturally Sensitive Usability Requirements: Its Integration Into a Software Development Process. Software Quality Journal, 15(2), 117-133. External link
Rafla, T., Robillard, P. N., & Desmarais, M. C. (2006). Investigating the Impact of Usability on Software Architecture Through Scenarios: a Case Study on Web Systems. Journal of Systems and Software, 79(3), 415-426. External link
Rafla, T., Oketokoun, R., Wiklik, A., Desmarais, M. C., & Robillard, P. N. (2004, November). Accommodating usability driven changes in existing software architecture [Paper]. 8th IASTED International Conference on Software Engineering and Applications, Cambridge, MA, United States. External link
Rafla, T., Oketokoun, R., Wiklik, A., Desmarais, M. C., & Robillard, P. N. Scenario-based usability re-engineering : a case study on GIMP [Paper]. 8th IASTED International Conference on Software Engineering and Applications. Unavailable
Sein, M., Desmarais, M. C., Feida, Z., Jing, X., & Jianzong, W. (2019, April). Dynamic student classification on memory networks for knowledge tracing [Paper]. 23rd Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining (PAKDD 2019), Macau, China. External link
Sein, M., Yi, Y., Desmarais, M. C., Feida, Z., & Jill-Jenn, V. (2018, November). Deep knowledge tracing and dynamic student classification for knowledge tracing [Paper]. IEEE International Conference on Data Mining (ICDM 2018), Singapore. External link
Spaeth, A., & Desmarais, M. C. (2013, June). Expert profile Recommendation in Social Websites [Paper]. 21st Conference on User Modeling, Adaptation and Personalization (UMAP 2013), Rome, Italy. Unavailable
Spaeth, A., & Desmarais, M. C. (2013, June). Combining collaborative filtering and text similarity for expert profile recommendations in social websites [Paper]. 21st International Conference on User Modeling, Adaptation and Personalization (UMAP 2013), Rome, Italy. External link
Seffah, A., Vanderdonckt, J., & Desmarais, M. C. (eds.) (2009). Human-Centered Software Engineering. External link
Shunkai, F., & Desmarais, M. C. (2007, December). Local learning algorithm for Markov blanket discovery [Paper]. 20th Australian Joint Conference on Artificial Intelligence (AI 2007), Gold Coast, Australia. External link
Seffah, A., Gulliksen, J., & Desmarais, M. C. (eds.) (2005). Human-Centered Software Engineering - Integrating Usability in the Software Development Lifecycle. External link
Seffah, A., Desmarais, M. C., & Metzker, E. (2005). Software and usability engineering : Prevalent myths, obstacles and integration avenues. In Human-centered software engineering - integrating usability in the software development lifecycle (Vol. 8, pp. 17-36). External link
Seffah, A., Bari, M., & Desmarais, M. C. (1999, June). Assessing object-oriented technology skills using an Internet-based system [Paper]. 4th Annual SIGCSE/SIGCUE ITiCSE Conference on Innovation and Technology in Computer Science Education, Cracow, Poland. External link
Seffah, A., Desmarais, M. C., & Khuwaja, R. (1999). Mastering object-oriented technology using a self-learning and self-assessment system. Computer Applications in Engineering Education, 7(3), 162-170. External link
Xu, P., & Desmarais, M. C. (2018, July). An empirical research on identifiability and Q-matrix design for DINA model [Paper]. 11th International Conference on Educational Data Mining (EDM 2018), Buffalo, NY, United states. External link
Xu, P., & Desmarais, M. C. (2016, June). Boosted decision tree for Q-matrix refinement [Paper]. 9th International Conference on Educational Data Mining (EDM 2016), Raleigh, NC, United states. External link
