| 2025 | EDM | Short answer grading with sentence similarity and a few given grades. | Michel C. Desmarais, Arman Bakhtiari, Ovide Kuichua, Samira Chiny Folefack Temfack, Chah Nerguizian |
| 2024 | SAC | Contextual Embeddings and Graph Convolutional Networks for Concept Prerequisite Learning. | Jean-Charles Layoun, Amal Zouaq, Michel C. Desmarais |
| 2023 | LAK | Cluster-Based Performance of Student Dropout Prediction as a Solution for Large Scale Models in a Moodle LMS. | Louis-Vincent Poellhuber, Bruno Poellhuber, Michel C. Desmarais, Christian Lger, Normand Roy, Mathieu Manh-Chien Vu |
| 2021 | EASE | Assessing Developer Expertise from the Statistical Distribution of Programming Syntax Patterns. | Arghavan Moradi Dakhel, Michel C. Desmarais, Foutse Khomh |
| 2021 | KES | Estimating the Number of Latent Topics Through a Combination of Methods. | Asana Neishabouri, Michel C. Desmarais |
| 2021 | KES | Inferring the Number and Order of Embedded Topics Across Documents. | Asana Neishabouri, Michel C. Desmarais |
| 2020 | AIED | Early Prediction of Success in MOOC from Video Interaction Features. | Boniface Mbouzao, Michel C. Desmarais, Ian Shrier |
| 2020 | CSEDU | Using BERT and XLNET for the Automatic Short Answer Grading Task. | Hadi Abdi Ghavidel, Amal Zouaq, Michel C. Desmarais |
| 2020 | EDM | A Dataset of Learnersourced Explanations from an Online Peer Instruction Environment. | Sameer Bhatnagar, Michel C. Desmarais, Amal Zouaq, Elizabeth S. Charles |
| 2020 | EDM | Methodology to measure of similarity in student video sequence of interactions. | Boniface Mbouzao, Michel C. Desmarais, Ian Shrier |
| 2020 | FlAIRS | Reliability of Perplexity to Find Number of Latent Topics. | Asana Neishabouri, Michel C. Desmarais |
| 2019 | EDM | Filtering non-relevant short answers in peer learning applications. | Vincent Gagnon, Audrey Labrie, Sameer Bhatnagar, Michel C. Desmarais |
| 2019 | EDM | A Methodology for Student Video Interaction Patterns Analysis and Classification. | Boniface Mbouzao, Michel C. Desmarais, Ian Shrier |
| 2019 | PAKDD | Dynamic Student Classiffication on Memory Networks for Knowledge Tracing. | Sein Minn, Michel C. Desmarais, Feida Zhu, Jing Xiao, Jianzong Wang |
| 2018 | EDM | An Empirical Research on Identifiability and Q-matrix Design for DINA model. | Peng Xu, Michel C. Desmarais |
| 2018 | ICDM | Deep Knowledge Tracing and Dynamic Student Classification for Knowledge Tracing. | Sein Minn, Yi Yu, Michel C. Desmarais, Feida Zhu, Jill-Jnn Vie |
| 2018 | ICDM | Improving Knowledge Tracing Model by Integrating Problem Difficulty. | Sein Minn, Feida Zhu, Michel C. Desmarais |
| 2018 | ITS | Preface. | Sbastien Bland, Michel C. Desmarais, Nathalie Loye |
| 2018 | ITS | An Enrolment Admission Strategy Based on Data Analytics. | Michel C. Desmarais |
| 2016 | EDM | Text Classification of Student Self-Explanations in College Physics Questions. | Sameer Bhatnagar, Michel C. Desmarais, Nathaniel Lasry, Elizabeth S. Charles |
| 2016 | EDM | Boosted Decision Tree for Q-matrix Refinement. | Peng Xu, Michel C. Desmarais |
| 2015 | AIED | A Player Model for Adaptive Gamification in Learning Environments. | Baptiste Monterrat, Michel C. Desmarais, lise Lavou, Sbastien George |
| 2015 | EDM | Goodness of Fit of Skills Assessment Approaches: Insights from Patterns of Real vs. Synthetic Data Sets. | Behzad Beheshti, Michel C. Desmarais |
| 2015 | EDM | An Analysis of Peer-submitted and Peer-reviewed Answer Rationales in a Web-based Peer Instruction Based Learning Environment. | Sameer Bhatnagar, Michel C. Desmarais, Chris Whittaker, Nathaniel Lasry, Michael Dugdale, Kevin Lenton, Elizabeth S. Charles |
| 2015 | EDM | A Partition Tree Approach to Combine Techniques to Refine Item to Skills Q-Matrices. | Michel C. Desmarais, Peng Xu, Behzad Beheshti |
| 2014 | DSAA | Efficient learning of general Bayesian network Classifier by Local and Adaptive Search. | Sein Minn, Shunkai Fu, Michel C. Desmarais |
| 2014 | EDM | Predictive performance of prevailing approaches to skills assessment techniques: Insights from real vs. synthetic data sets. | Behzad Beheshti, Michel C. Desmarais |
| 2014 | EDM | The refinement of a Q-matrix: Assessing methods to validate tasks to skills mapping. | Michel C. Desmarais, Behzad Beheshti, Peng Xu |
| 2014 | HCI | Heuristic Inspection to Assess Persuasiveness: A Case Study of a Mathematics E-learning Program. | Eric Brangier, Michel C. Desmarais |
| 2013 | AIED | A Matrix Factorization Method for Mapping Items to Skills and for Enhancing Expert-Based Q-Matrices. | Michel C. Desmarais, Rhouma Naceur |
| 2013 | EDM | Clustering and Visualizing Study State Sequences. | Michel C. Desmarais, Franois Lemieux |
| 2013 | ICMLA | Selective Sampling Designs to Improve the Performance of Classification Methods. | Soroosh Ghorbani, Michel C. Desmarais |
| 2012 | EDM | Methods to find the number of latent skills. | Behzad Beheshti, Michel C. Desmarais, Rhouma Naceur |
| 2012 | ITS | Item to Skills Mapping: Deriving a Conjunctive Q-matrix from Data. | Michel C. Desmarais, Behzad Beheshti, Rhouma Naceur |
| 2011 | EDM | Conditions for Effectively Deriving a Q-Matrix from Data with Non-negative Matrix Factorization. Best Paper Award. | Michel C. Desmarais |
| 2010 | EDM | On the Faithfulness of Simulated Student Performance Data. | Michel C. Desmarais, Ildik Pelczer |
| 2009 | IKE | Large Scale Analysis of Chinese Mobile Query Behavior. | Shunkai Fu, Song Han, Bingfeng Pi, Michel C. Desmarais, Ying Zhou, Jianhui Zhuo, Gang Zou, Weilei Wang |
| 2009 | PAKDD | Cross-Channel Query Recommendation on Commercial Mobile Search Engine: Why, How and Empirical Evaluation. | Shunkai Fu, Bingfeng Pi, Ying Zhou, Michel C. Desmarais, Weilei Wang, Song Han, Xunrong Rao |
| 2009 | SMC | Query Recommendation and Its Usefulness Evaluation on Mobile Search Engine. | Shunkai Fu, Bingfeng Pi, Michel C. Desmarais, Ying Zhou, Weilei Wang, Song Han |
| 2008 | AI | Fast Markov Blanket Discovery Algorithm Via Local Learning within Single Pass. | Shunkai Fu, Michel C. Desmarais |
| 2008 | EDM | Adaptive Test Design with a Naive Bayes Framework. | Michel C. Desmarais, Alejandro Villarreal, Michel Gagnon |
| 2008 | FlAIRS | One-Pass Learning Algorithm for Fast Recovery of Bayesian Network. | Shunkai Fu, Michel C. Desmarais, Fan Li |
| 2008 | PAKDD | Tradeoff Analysis of Different Markov Blanket Local Learning Approaches. | Shunkai Fu, Michel C. Desmarais |
| 2007 | SMC | Comparing voice with touch screen for controlling the instructor's operating station of a flight simulator. | Jol Migneault, Jean-Marc Robert, Michel C. Desmarais, Sylvain Caron |
| 2007 | SMC | Gesture-based interactions with virtually embodied wearable computer software processes competing for user attention. | Nicolas Plouznikoff, Alexandre Plouznikoff, Michel C. Desmarais, Jean-Marc Robert |
| 2006 | CHI | Enhancing human-machine interactions: virtual interface alteration through wearable computers. | Alexandre Plouznikoff, Nicolas Plouznikoff, Jean-Marc Robert, Michel C. Desmarais |
| 2005 | AIED | Tradeoff analysis between knowledge assessment approaches. | Michel C. Desmarais, Shunkai Fu, Xiaoming Pu |
| 1999 | ITiCSE | Assessing object-oriented technology skills using an Internet-based system. | Ahmed Seffah, Moncef Bari, Michel C. Desmarais |
| 1996 | ITS | Intelligent Guide: Combining User Knowledge Assessment with Pedagogical Guidance. | Ramzan Khuwaja, Michel C. Desmarais, Richard Cheng |
| 1994 | CHI | A survey on user expectations for interface builders. | Michel C. Desmarais, Cameron Hayne, Sumithra Jagannath, Rudolf K. Keller |
| 1993 | CHI | Exploring the applications of user-expertise assessment for intelligent interfaces. | Michel C. Desmarais, Jiming Liu |
| 1993 | IUI | Experimental results on user knowledge assessment with an evidential reasoning methodology. | Michel C. Desmarais, Jiming Liu |
| 1991 | DEXA | A Meteorological Database for Numerical and Non-Numerical Processing. | Michel C. Desmarais, Alain Leblanc |