Michel C. Desmarais

115 papers A* 2A 12B 36C 1Misc 4Journal 31Unranked 24

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Multi-modal multi-scale deep convolutional neural networks for recognizing acceleration and deceleration graphs in intrapartum fetal continuous cardiotocography. Biomed. Signal Process. Control. Mengxiong Li, Pingao Wang, Xiulan Hao, Xiaohui Tian, Feifei Zhang, Wenhua Zhang, Zhenglin Xiong, Yufang Cui, Jianlan Yin, Michel C. Desmarais, Tian Li
2025	J	`jnl`	An ensemble approach to determine the number of latent dimensions and assess its reliability. Commun. Stat. Simul. Comput. Asana Neishabouri, Michel C. Desmarais
2025	J	`jnl`	Bugs in large language models generated code: an empirical study. Empir. Softw. Eng. Florian Tambon, Arghavan Moradi Dakhel, Amin Nikanjam, Foutse Khomh, Michel C. Desmarais, Giuliano Antoniol
2025	B	`conf`	Short answer grading with sentence similarity and a few given grades. EDM Michel C. Desmarais, Arman Bakhtiari, Ovide Kuichua, Samira Chiny Folefack Temfack, Chahé Nerguizian
2024	J	`jnl`	Bugs in Large Language Models Generated Code: An Empirical Study. CoRR Florian Tambon, Arghavan Moradi Dakhel, Amin Nikanjam, Foutse Khomh, Michel C. Desmarais, Giuliano Antoniol
2024	Misc	`conf`	Contextual Embeddings and Graph Convolutional Networks for Concept Prerequisite Learning. SAC Jean-Charles Layoun, Amal Zouaq, Michel C. Desmarais
2024	J	`jnl`	Effective test generation using pre-trained Large Language Models and mutation testing. Inf. Softw. Technol. Arghavan Moradi Dakhel, Amin Nikanjam, Vahid Majdinasab, Foutse Khomh, Michel C. Desmarais
2023	J	`jnl`	Alloprof: a new French question-answer education dataset and its use in an information retrieval case study. CoRR Antoine Lefebvre-Brossard, Stephane Gazaille, Michel C. Desmarais
2023	A	`conf`	Cluster-Based Performance of Student Dropout Prediction as a Solution for Large Scale Models in a Moodle LMS. LAK Louis-Vincent Poellhuber, Bruno Poellhuber, Michel C. Desmarais, Christian Léger, Normand Roy, Mathieu Manh-Chien Vu
2023	J	`jnl`	Dev2vec: Representing domain expertise of developers in an embedding space. Inf. Softw. Technol. Arghavan Moradi Dakhel, Michel C. Desmarais, Foutse Khomh
2023	J	`jnl`	Effective Test Generation Using Pre-trained Large Language Models and Mutation Testing. CoRR Arghavan Moradi Dakhel, Amin Nikanjam, Vahid Majdinasab, Foutse Khomh, Michel C. Desmarais
2023	J	`jnl`	GitHub Copilot AI pair programmer: Asset or Liability? J. Syst. Softw. Arghavan Moradi Dakhel, Vahid Majdinasab, Amin Nikanjam, Foutse Khomh, Michel C. Desmarais, Zhen Ming (Jack) Jiang
2022	J	`jnl`	Dev2vec: Representing Domain Expertise of Developers in an Embedding Space. CoRR Arghavan Moradi Dakhel, Michel C. Desmarais, Foutse Khomh
2022	J	`jnl`	GitHub Copilot AI pair programmer: Asset or Liability? CoRR Arghavan Moradi Dakhel, Vahid Majdinasab, Amin Nikanjam, Foutse Khomh, Michel C. Desmarais, Zhen Ming Jiang
2021	A	`conf`	Assessing Developer Expertise from the Statistical Distribution of Programming Syntax Patterns. EASE Arghavan Moradi Dakhel, Michel C. Desmarais, Foutse Khomh
2021	B	`conf`	Estimating the Number of Latent Topics Through a Combination of Methods. KES Asana Neishabouri, Michel C. Desmarais
2021	B	`conf`	Inferring the Number and Order of Embedded Topics Across Documents. KES Asana Neishabouri, Michel C. Desmarais
2020	B	`conf`	A Dataset of Learnersourced Explanations from an Online Peer Instruction Environment. EDM Sameer Bhatnagar, Michel C. Desmarais, Amal Zouaq, Elizabeth S. Charles
2020	—	`conf`	Early Prediction of Success in MOOC from Video Interaction Features. AIED (2) Boniface Mbouzao, Michel C. Desmarais, Ian Shrier
2020	B	`conf`	Learnersourcing Quality Assessment of Explanations for Peer Instruction. EC-TEL Sameer Bhatnagar, Amal Zouaq, Michel C. Desmarais, Elizabeth S. Charles
2020	B	`conf`	Methodology to measure of similarity in student video sequence of interactions. EDM Boniface Mbouzao, Michel C. Desmarais, Ian Shrier
2020	Misc	`conf`	Reliability of Perplexity to Find Number of Latent Topics. FLAIRS Asana Neishabouri, Michel C. Desmarais
2020	—	`conf`	Using BERT and XLNET for the Automatic Short Answer Grading Task. CSEDU (1) Hadi Abdi Ghavidel, Amal Zouaq, Michel C. Desmarais
2019	B	`conf`	A Methodology for Student Video Interaction Patterns Analysis and Classification. EDM Boniface Mbouzao, Michel C. Desmarais, Ian Shrier
2019	J	`jnl`	Adaptive Gamification for Learning Environments. IEEE Trans. Learn. Technol. Élise Lavoué, Baptiste Monterrat, Michel C. Desmarais, Sébastien George
2019	—	`conf`	Dynamic Student Classiffication on Memory Networks for Knowledge Tracing. PAKDD (2) Sein Minn, Michel C. Desmarais, Feida Zhu, Jing Xiao, Jianzong Wang
2019	B	`conf`	Filtering non-relevant short answers in peer learning applications. EDM Vincent Gagnon, Audrey Labrie, Sameer Bhatnagar, Michel C. Desmarais
2019	B	`ed.`	Proceedings of the 12th International Conference on Educational Data Mining, EDM 2019, Montréal, Canada, July 2-5, 2019 EDM Michel C. Desmarais, Collin F. Lynch, Agathe Merceron, Roger Nkambou
2018	B	`conf`	An Empirical Research on Identifiability and Q-matrix Design for DINA model. EDM Peng Xu, Michel C. Desmarais
2018	—	`conf`	An Enrolment Admission Strategy Based on Data Analytics. ITS Workshops Michel C. Desmarais
2018	A*	`conf`	Deep Knowledge Tracing and Dynamic Student Classification for Knowledge Tracing. ICDM Sein Minn, Yi Yu, Michel C. Desmarais, Feida Zhu, Jill-Jênn Vie
2018	J	`jnl`	Deep Knowledge Tracing and Dynamic Student Classification for Knowledge Tracing. CoRR Sein Minn, Yi Yu, Michel C. Desmarais, Feida Zhu, Jill-Jênn Vie
2018	—	`conf`	Improving Knowledge Tracing Model by Integrating Problem Difficulty. ICDM Workshops Sein Minn, Feida Zhu, Michel C. Desmarais
2018	J	`jnl`	Introduction to the Special Issue on User Modeling, Adaptation and Personalization. New Rev. Hypermedia Multim. Eelco Herder, Mária Bieliková, Federica Cena, Michel C. Desmarais
2018	—	`conf`	Preface. ITS Workshops Sébastien Béland, Michel C. Desmarais, Nathalie Loye
2017	J	`jnl`	ACM UMAP 2017 - User Modeling, Adaptation and Personalization: 9-12 July, 2017 at FIIT STU, Bratislava, Slovakia. SIGWEB Newsl. Mária Bieliková, Eelco Herder, Federica Cena, Michel C. Desmarais
2017	—	`ed.`	Adjunct Publication of the 25th Conference on User Modeling, Adaptation and Personalization, UMAP 2017, Bratislava, Slovakia, July 09 - 12, 2017 UMAP (Adjunct Publication) Mária Bieliková, Eelco Herder, Federica Cena, Michel C. Desmarais
2017	A	`conf`	Encoding User as More Than the Sum of Their Parts: Recurrent Neural Networks and Word Embedding for People-to-people Recommendation. UMAP Antoine Lefebvre-Brossard, Alexandre Spaeth, Michel C. Desmarais
2017	J	`jnl`	Performance Comparison of Recent Imputation Methods for Classification Tasks over Binary Data. Appl. Artif. Intell. Soroosh Ghorbani, Michel C. Desmarais
2017	A	`ed.`	Proceedings of the 25th Conference on User Modeling, Adaptation and Personalization, UMAP 2017, Bratislava, Slovakia, July 09 - 12, 2017 UMAP Mária Bieliková, Eelco Herder, Federica Cena, Michel C. Desmarais
2016	B	`conf`	Boosted Decision Tree for Q-matrix Refinement. EDM Peng Xu, Michel C. Desmarais
2016	B	`conf`	DALITE: Asynchronous Peer Instruction for MOOCs. EC-TEL Sameer Bhatnagar, Nathaniel Lasry, Michel C. Desmarais, Elizabeth S. Charles
2016	—	`ed.`	Late-breaking Results, Posters, Demos, Doctoral Consortium and Workshops Proceedings of the 24th ACM Conference on User Modeling, Adaptation and Personalisation (UMAP 2016), Halifax, Canada, July 13-16, 2016. UMAP (Extended Proceedings) Federica Cena, Michel C. Desmarais, Darina Dicheva
2016	B	`conf`	Refinement of a Q-matrix with an Ensemble Technique Based on Multi-label Classification Algorithms. EC-TEL Sein Minn, Michel C. Desmarais, Shunkai Fu
2016	B	`conf`	Text Classification of Student Self-Explanations in College Physics Questions. EDM Sameer Bhatnagar, Michel C. Desmarais, Nathaniel Lasry, Elizabeth S. Charles
2015	B	`conf`	A Partition Tree Approach to Combine Techniques to Refine Item to Skills Q-Matrices. EDM Michel C. Desmarais, Peng Xu, Behzad Beheshti
2015	A	`conf`	A Player Model for Adaptive Gamification in Learning Environments. AIED Baptiste Monterrat, Michel C. Desmarais, Élise Lavoué, Sébastien George
2015	B	`conf`	An Analysis of Peer-submitted and Peer-reviewed Answer Rationales in a Web-based Peer Instruction Based Learning Environment. EDM Sameer Bhatnagar, Michel C. Desmarais, Chris Whittaker, Nathaniel Lasry, Michael Dugdale, Kevin Lenton, Elizabeth S. Charles
2015	B	`conf`	Goodness of Fit of Skills Assessment Approaches: Insights from Patterns of Real vs. Synthetic Data Sets. EDM Behzad Beheshti, Michel C. Desmarais
2015	B	`ed.`	Proceedings of the 8th International Conference on Educational Data Mining, EDM 2015, Madrid, Spain, June 26-29, 2015 EDM Olga C. Santos, Jesus Boticario, Cristóbal Romero, Mykola Pechenizkiy, Agathe Merceron, Piotr Mitros, José María Luna, Marian Cristian Mihaescu, Pablo Moreno, Arnon Hershkovitz, Sebastián Ventura, Michel C. Desmarais
2014	B	`conf`	Efficient learning of general Bayesian network Classifier by Local and Adaptive Search. DSAA Sein Minn, Shunkai Fu, Michel C. Desmarais
2014	—	`conf`	Heuristic Inspection to Assess Persuasiveness: A Case Study of a Mathematics E-learning Program. HCI (8) Eric Brangier, Michel C. Desmarais
2014	B	`conf`	Predictive performance of prevailing approaches to skills assessment techniques: Insights from real vs. synthetic data sets. EDM Behzad Beheshti, Michel C. Desmarais
2014	B	`conf`	The refinement of a Q-matrix: Assessing methods to validate tasks to skills mapping. EDM Michel C. Desmarais, Behzad Beheshti, Peng Xu
2014	—	`conf`	Towards the Efficient Recovery of General Multi-Dimensional Bayesian Network Classifier. MLDM Shunkai Fu, Sein Minn, Michel C. Desmarais
2013	A	`conf`	A Matrix Factorization Method for Mapping Items to Skills and for Enhancing Expert-Based Q-Matrices. AIED Michel C. Desmarais, Rhouma Naceur
2013	B	`conf`	Clustering and Visualizing Study State Sequences. EDM Michel C. Desmarais, François Lemieux
2013	A	`conf`	Combining Collaborative Filtering and Text Similarity for Expert Profile Recommendations in Social Websites. UMAP Alexandre Spaeth, Michel C. Desmarais
2013	—	`conf`	Selective Sampling Designs to Improve the Performance of Classification Methods. ICMLA (2) Soroosh Ghorbani, Michel C. Desmarais
2013	J	`jnl`	The Design and Evaluation of the Persuasiveness of e-Learning Interfaces. Int. J. Concept. Struct. Smart Appl. Eric Brangier, Michel C. Desmarais
2012	J	`jnl`	A review of recent advances in learner and skill modeling in intelligent learning environments. User Model. User Adapt. Interact. Michel C. Desmarais, Ryan Shaun Joazeiro de Baker
2012	A	`conf`	Improving Matrix Factorization Techniques of Student Test Data with Partial Order Constraints. UMAP Behzad Beheshti, Michel C. Desmarais
2012	B	`conf`	Item to Skills Mapping: Deriving a Conjunctive Q-matrix from Data. ITS Michel C. Desmarais, Behzad Beheshti, Rhouma Naceur
2012	—	`conf`	Linear models of student skills for static data. UMAP Workshops Michel C. Desmarais, Rhouma Naceur, Behzad Beheshti
2012	B	`conf`	Methods to find the number of latent skills. EDM Behzad Beheshti, Michel C. Desmarais, Rhouma Naceur
2012	A	`ed.`	User Modeling, Adaptation, and Personalization - 20th International Conference, UMAP 2012, Montreal, Canada, July 16-20, 2012. Proceedings UMAP Judith Masthoff, Bamshad Mobasher, Michel C. Desmarais, Roger Nkambou
2011	B	`conf`	Conditions for Effectively Deriving a Q-Matrix from Data with Non-negative Matrix Factorization. Best Paper Award. EDM Michel C. Desmarais
2011	J	`jnl`	Mapping question items to skills with non-negative matrix factorization. SIGKDD Explor. Michel C. Desmarais
2011	A	`conf`	Performance Comparison of Item-to-Item Skills Models with the IRT Single Latent Trait Model. UMAP Michel C. Desmarais
2010	B	`conf`	On the Faithfulness of Simulated Student Performance Data. EDM Michel C. Desmarais, Ildikó Pelczer
2009	B	`conf`	Cross-Channel Query Recommendation on Commercial Mobile Search Engine: Why, How and Empirical Evaluation. PAKDD Shunkai Fu, Bingfeng Pi, Ying Zhou, Michel C. Desmarais, Weilei Wang, Song Han, Xunrong Rao
2009	B	`ed.`	Educational Data Mining - EDM 2009, Cordoba, Spain, July 1-3, 2009. Proceedings of the 2nd International Conference on Educational Data Mining. EDM Tiffany Barnes, Michel C. Desmarais, Cristóbal Romero, Sebastián Ventura
2009	—	`book`	Human-Centered Software Engineering - Software Engineering Models, Patterns and Architectures for HCI Ahmed Seffah, Jean Vanderdonckt, Michel C. Desmarais
2009	—	`ch.`	Human-Centered Software Engineering: Software Engineering Architectures, Patterns, and Sodels for Human Computer Interaction. Human-Centered Software Engineering Ahmed Seffah, Jean Vanderdonckt, Michel C. Desmarais
2009	—	`conf`	L'environnement de développement dynamique (EDD) pour le prototypage rapide d'interfaces graphiques. IHM André Jodoin, Michel C. Desmarais
2009	Misc	`conf`	Large Scale Analysis of Chinese Mobile Query Behavior. IKE Shunkai Fu, Song Han, Bingfeng Pi, Michel C. Desmarais, Ying Zhou, Jianhui Zhuo, Gang Zou, Weilei Wang
2009	B	`conf`	Query Recommendation and Its Usefulness Evaluation on Mobile Search Engine. SMC Shunkai Fu, Bingfeng Pi, Michel C. Desmarais, Ying Zhou, Weilei Wang, Song Han
2009	—	`conf`	Simple but Effective Porn Query Recognition by k-NN with Semantic Similarity Measure. APWeb/WAIM Shunkai Fu, Michel C. Desmarais, Bingfeng Pi, Ying Zhou, Weilei Wang, Gang Zou, Song Han, Xunrong Rao
2009	—	`ch.`	Toward a Refined Paradigm for Architecting Usable Systems. Human-Centered Software Engineering Tamer Rafla, Michel C. Desmarais, Pierre N. Robillard
2008	B	`conf`	Adaptive Test Design with a Naive Bayes Framework. EDM Michel C. Desmarais, Alejandro Villarreal, Michel Gagnon
2008	—	`conf`	Fast Markov Blanket Discovery Algorithm Via Local Learning within Single Pass. Canadian AI Shunkai Fu, Michel C. Desmarais
2008	—	`conf`	Just-in-Time Knowledge for Effective Hybrid Learning. ICHL Michel C. Desmarais
2008	Misc	`conf`	One-Pass Learning Algorithm for Fast Recovery of Bayesian Network. FLAIRS Shunkai Fu, Michel C. Desmarais, Fan Li
2008	B	`conf`	Tradeoff Analysis of Different Markov Blanket Local Learning Approaches. PAKDD Shunkai Fu, Michel C. Desmarais
2007	J	`jnl`	A method to elicit architecturally sensitive usability requirements: its integration into a software development process. Softw. Qual. J. Tamer Rafla, Pierre N. Robillard, Michel C. Desmarais
2007	B	`conf`	Comparing voice with touch screen for controlling the instructor's operating station of a flight simulator. SMC Joël Migneault, Jean-Marc Robert, Michel C. Desmarais, Sylvain Caron
2007	J	`jnl`	Conception centrée sur l'utilisateur lors de la définition des exigences en RUP©. Une étude de cas. Ingénierie des Systèmes d Inf. François Lemieux, Michel C. Desmarais
2007	B	`conf`	Gesture-based interactions with virtually embodied wearable computer software processes competing for user attention. SMC Nicolas Plouznikoff, Alexandre Plouznikoff, Michel C. Desmarais, Jean-Marc Robert
2007	—	`conf`	Local Learning Algorithm for Markov Blanket Discovery. Australian Conference on Artificial Intelligence Shunkai Fu, Michel C. Desmarais
2006	B	`conf`	Bayesian Student Models Based on Item to Item Knowledge Structures. EC-TEL Michel C. Desmarais, Michel Gagnon
2006	A*	`conf`	Enhancing human-machine interactions: virtual interface alteration through wearable computers. CHI Alexandre Plouznikoff, Nicolas Plouznikoff, Jean-Marc Robert, Michel C. Desmarais
2006	J	`jnl`	Investigating the impact of usability on software architecture through scenarios: A case study on Web systems. J. Syst. Softw. Tamer Rafla, Pierre N. Robillard, Michel C. Desmarais
2006	J	`jnl`	Learned student models with item to item knowledge structures. User Model. User Adapt. Interact. Michel C. Desmarais, Peyman Meshkinfam, Michel Gagnon
2006	—	`conf`	Support mobile à la tâche: médiation utilisateur - monde réel par l'intermédiaire d'un ordinateur porté. IHM Nicolas Plouznikoff, Alexandre Plouznikoff, Michel C. Desmarais, Jean-Marc Robert
2006	—	`conf`	Un environnement de développement dynamique qui intègre des composants graphiques actifs. IHM André Jodoin, Régent L'Archevêque, Pierre Allard, Michel C. Desmarais, Louis Granger
2005	J	`jnl`	A Bayesian Student Model without Hidden Nodes and its Comparison with Item Response Theory. Int. J. Artif. Intell. Educ. Michel C. Desmarais, Xiaoming Pu
2005	—	`conf`	Computer Adaptive Testing: Comparison of a Probabilistic Network Approach with Item Response Theory. User Modeling Michel C. Desmarais, Xiaoming Pu
2005	A	`conf`	Tradeoff analysis between knowledge assessment approaches. AIED Michel C. Desmarais, Shunkai Fu, Xiaoming Pu
2005	—	`conf`	Web Log Session Analyzer: Integrating Parsing and Logic Programming into a Data Mart Architecture. Web Intelligence Michel C. Desmarais
2004	—	`conf`	Accommodating usability driven changes in existing software architecture. IASTED Conf. on Software Engineering and Applications Tamer Rafla, Rafiou Oketokoun, Artur Wiklik, Michel C. Desmarais, Pierre N. Robillard
2001	J	`jnl`	A New Uncertainty Measure for Belief Networks with Applications to Optimal Evidential Inferencing. IEEE Trans. Knowl. Data Eng. Jiming Liu, David A. Maluf, Michel C. Desmarais
1999	B	`conf`	Assessing object-oriented technology skills using an Internet-based system. ITiCSE Ahmed Seffah, Moncef Bari, Michel C. Desmarais
1997	J	`jnl`	A Method of Learning Implication Networks from Empirical Data: Algorithm and Monte-Carlo Simulation-Based Validation. IEEE Trans. Knowl. Data Eng. Jiming Liu, Michel C. Desmarais
1997	J	`jnl`	Cost-Justifying Electronic Performance Support Systems. Commun. ACM Michel C. Desmarais, Richard Leclair, Jean-Yves Fiset, Hichem Talbi
1997	J	`jnl`	Thomas K. Landauer / The Trouble with Computers: Usefulness, Usability, and Productivity. User Model. User Adapt. Interact. Michel C. Desmarais
1996	J	`jnl`	Consistent Dynamical System Observers for Nondeterministic Event Modeling. Inf. Sci. David A. Maluf, Jiming Liu, Michel C. Desmarais
1996	B	`conf`	Intelligent Guide: Combining User Knowledge Assessment with Pedagogical Guidance. Intelligent Tutoring Systems Ramzan Khuwaja, Michel C. Desmarais, Richard Cheng
1995	J	`jnl`	User-Expertise Modeling with Empirically Derived Probabilistic Implication Networks. User Model. User Adapt. Interact. Michel C. Desmarais, David A. Maluf, Jiming Liu
1994	—	`conf`	A survey on user expectations for interface builders. CHI Conference Companion Michel C. Desmarais, Cameron Hayne, Sumithra Jagannath, Rudolf K. Keller
1993	J	`jnl`	An Advice-Giving Interface Based on Plan-Recognition and User-Knowledge Assessment. Int. J. Man Mach. Stud. Michel C. Desmarais, Luc Giroux, Serge Larochelle
1993	A	`conf`	Experimental results on user knowledge assessment with an evidential reasoning methodology. IUI Michel C. Desmarais, Jiming Liu
1993	—	`conf`	Exploring the applications of user-expertise assessment for intelligent interfaces. INTERCHI Michel C. Desmarais, Jiming Liu
1991	C	`conf`	A Meteorological Database for Numerical and Non-Numerical Processing. DEXA Michel C. Desmarais, Alain Leblanc
1989	—	`conf`	Plan recognition in HCI: the parsing of user actions. Informatics and Psychology Workshop Michel C. Desmarais, Luc Giroux, Serge Larochelle
1987	—	`conf`	User modelling for a text-editor coach. Informatics and Psychology Workshop Michel C. Desmarais, Luc Giroux, Serge Larochelle