| 2025 | KES | Class-Imbalanced Dynamic Feature Selection for Dropout Prediction in Virtual Learning Environments. | Ikram Gagaoua, Chahrazed Labba, Armelle Brun |
| 2024 | SAC | All Polarized but Still Different: a Multi-factorial Metric to Discriminate between Polarization Behaviors on Social Media. | Clina Treuillier, Sylvain Castagnos, Armelle Brun |
| 2023 | ACL | MAD-TSC: A Multilingual Aligned News Dataset for Target-dependent Sentiment Classification. | Evan Dufraisse, Adrian Popescu, Julien Tourille, Armelle Brun, Jrme Deshayes |
| 2023 | ICDM | Rethinking Temporal Dependencies in Multiple Time Series: A Use Case in Financial Data. | Patrick Asante Owusu, Etienne Gael Tajeuna, Jean-Marc Patenaude, Armelle Brun, Shengrui Wang |
| 2022 | AIED | Managing Learners' Memory Strength in a POMDP-Based Learning Path Recommender System. | Zhao Zhang, Armelle Brun, Anne Boyer |
| 2022 | EKAW | New Strategies for Learning Knowledge Graph Embeddings: The Recommendation Case. | Nicolas Hubert, Pierre Monnin, Armelle Brun, Davy Monticolo |
| 2022 | GECCO | Independent influence of exploration and exploitation for metaheuristic-based recommendations. | Alexandre Bettinger, Armelle Brun, Anne Boyer |
| 2022 | KES | Presence Variations for E&E Transitions Explainability. | Alexandre Bettinger, Armelle Brun, Anne Boyer |
| 2022 | LREC | Don't Burst Blindly: For a Better Use of Natural Language Processing to Fight Opinion Bubbles in News Recommendations. | Evan Dufraisse, Clina Treuillier, Armelle Brun, Julien Tourille, Sylvain Castagnos, Adrian Popescu |
| 2020 | EDM | Can we Take Advantage of Time-Interval Pattern Mining to Model Students Activity? | Oriane Dermy, Armelle Brun |
| 2019 | ASRU | Lead2Gold: Towards Exploiting the Full Potential of Noisy Transcriptions for Speech Recognition. | Adrien Dufraux, Emmanuel Vincent, Awni Y. Hannun, Armelle Brun, Matthijs Douze |
| 2017 | WEBIST | Can Matrix Factorization Improve the Accuracy of Recommendations Provided to Grey Sheep Users?. | Benjamin Gras, Armelle Brun, Anne Boyer |
| 2016 | ECAI | Sets of Contrasting Rules to Identify Trigger Factors. | Marharyta Aleksandrova, Armelle Brun, Oleg Chertov, Anne Boyer |
| 2016 | ICTAI | Sets of Contrasting Rules: A Supervised Descriptive Rule Induction Pattern for Identification of Trigger Factors. | Marharyta Aleksandrova, Armelle Brun, Oleg Chertov, Anne Boyer |
| 2015 | ICTAI | Predict the Emergence: Application to Competencies in Job Offers. | Yacine Abboud, Anne Boyer, Armelle Brun |
| 2015 | KES | Influencer Events in Episode Rules: A Way to Impact the Occurrence of Events. | Lina Fahed, Armelle Brun, Anne Boyer |
| 2015 | WEBIST | Identifying Users with Atypical Preferences to Anticipate Inaccurate Recommendations. | Benjamin Gras, Armelle Brun, Anne Boyer |
| 2015 | WEBIST | When Users with Preferences Different from Others Get Inaccurate Recommendations. | Benjamin Gras, Armelle Brun, Anne Boyer |
| 2014 | IC3K | Episode Rules Mining Algorithm for Distant Event Prediction. | Lina Fahed, Armelle Brun, Anne Boyer |
| 2014 | IC3K | Efficient Discovery of Episode Rules with a Minimal Antecedent and a Distant Consequent. | Lina Fahed, Armelle Brun, Anne Boyer |
| 2012 | GECCO | From neighbors to global neighbors in collaborative filtering: an evolutionary optimization approach. | Amine M. Boumaza, Armelle Brun |
| 2012 | SAC | Stochastic search for global neighbors selection in collaborative filtering. | Amine M. Boumaza, Armelle Brun |
| 2011 | CSEDU | Collaborative Learning in Heterogeneous Classes - Towards a Group Formation Methodology. | Liana Razmerita, Armelle Brun |
| 2011 | HCI | Initial Perspectives from Preferences Expressed through Comparisons. | Nicolas Jones, Armelle Brun, Anne Boyer |
| 2011 | IC3K | Handling Tabbing and Backward References for Predictive Web Usage Mining. | Geoffray Bonnin, Armelle Brun, Anne Boyer |
| 2010 | IC3K | Detecting Parallel Browsing to Improve Web Predictive Modeling. | Geoffray Bonnin, Armelle Brun, Anne Boyer |
| 2010 | ICTAI | From "I Like" to "I Prefer" in Collaborative Filtering. | Armelle Brun, Ahmad Hamad, Olivier Buffet, Anne Boyer |
| 2010 | WEBIST | Human Computer Collaboration to Improve Annotations in Semantic Wikis. | Anne Boyer, Armelle Brun, Hala Skaf-Molli |
| 2010 | WEBIST | Are Recommender Systems Real-time in Mobile Environment? - Towards Instantaneous Recommenders. | Armelle Brun, Anne Boyer |
| 2010 | WEBIST | Towards Recommender Systems based on Kalman Filters - A New Approach by State Space Modelling. | Samuel Nowakowski, Armelle Brun, Anne Boyer |
| 2009 | IUI | A low-order markov model integrating long-distance histories for collaborative recommender systems. | Geoffray Bonnin, Armelle Brun, Anne Boyer |
| 2009 | WEBIST | A Collaborative Filtering Approach Combining Clustering and Navigational based Correlations. | Ilham Esslimani, Armelle Brun, Anne Boyer |
| 2008 | ECAI | Probabilistic Reinforcement Rules for Item-Based Recommender Systems. | Sylvain Castagnos, Armelle Brun, Anne Boyer |
| 2007 | ECIR | Natural Language Processing for Usage Based Indexing of Web Resources. | Anne Boyer, Armelle Brun |
| 2007 | WEBIST | Usage based Indexing of Web Resources with Natural Language Processing. | Armelle Brun, Anne Boyer |
| 2002 | Interspeech | Contribution to topic identification by using word similarity. | Armelle Brun, Kamel Smali, Jean Paul Haton |
| 2001 | SPIRE | A Comparative Study of Topic Identification on Newspaper and E-mail. | Brigitte Bigi, Armelle Brun, Jean Paul Haton, Kamel Smali, Imed Zitouni |
| 2000 | Interspeech | Discarding impossible events from statistical language models. | Armelle Brun, David Langlois, Kamel Smali, Jean Paul Haton |
| 2000 | SPIRE | Experiment Analysis in Newspaper Topic Detection. | Armelle Brun, Kamel Smali, Jean Paul Haton |
| 1999 | Interspeech | Automatic and manual clustering for large vocabulary speech recognition: a comparative study. | Kamel Smali, Armelle Brun, Imed Zitouni, Jean Paul Haton |