| 2024 | CSEDU | Towards an Online Incremental Approach to Predict Students Performance. | Chahrazed Labba, Anne Boyer |
| 2024 | CSEDU | Helping Teachers Trust AI Tools in Their Work. | Jiajun Pan, Anne Boyer, Azim Roussanaly |
| 2023 | CSEDU | How Far Can We Trust the Predictions of Learning Analytics Systems? | Amal Ben Soussia, Anne Boyer |
| 2023 | ICTAI | IArch: An AI Tool for Digging Deeper into Archaeological Data. | Chahrazed Labba, Ameline Alcouffe, Eric Crubzy, Anne Boyer |
| 2023 | ITS | How to Generate Early and Accurate Alerts of At-Risk of Failure Learners? | Amal Ben Soussia, Azim Roussanaly, Anne Boyer |
| 2022 | AIED | Combining Artificial Intelligence and Edge Computing to Reshape Distance Education (Case Study: K-12 Learners). | Chahrazed Labba, Rabie Ben Atitallah, Anne Boyer |
| 2022 | AIED | Learning Profiles to Assess Educational Prediction Systems. | Amal Ben Soussia, Clina Treuillier, Azim Roussanaly, Anne Boyer |
| 2022 | AIED | Managing Learners' Memory Strength in a POMDP-Based Learning Path Recommender System. | Zhao Zhang, Armelle Brun, Anne Boyer |
| 2022 | CSEDU | A Dynamic Indicator to Model Students' Digital Behavior. | Oriane Dermy, Anne Boyer, Azim Roussanaly |
| 2022 | CSEDU | Assess Performance Prediction Systems: Beyond Precision Indicators. | Amal Ben Soussia, Chahrazed Labba, Azim Roussanaly, Anne Boyer |
| 2022 | CSEDU | A New Way to Characterize Learning Datasets. | Clina Treuillier, Anne Boyer |
| 2022 | GECCO | Independent influence of exploration and exploitation for metaheuristic-based recommendations. | Alexandre Bettinger, Armelle Brun, Anne Boyer |
| 2022 | ICALT | Toward An Early Risk Alert In A Distance Learning Context. | Amal Ben Soussia, Azim Roussanaly, Anne Boyer |
| 2022 | KES | Presence Variations for E&E Transitions Explainability. | Alexandre Bettinger, Armelle Brun, Anne Boyer |
| 2022 | KES | Using Behavioral Primitives to Model Students' Digital Behavior. | Oriane Dermy, Azim Roussanaly, Anne Boyer |
| 2020 | EATIS | Strategies for content recommendation in the Brazilian rapid response to syphilis project. | Philippi Sedir Grilo de Morais, Rodrigo Dantas da Silva, Jos Arilton Pereira Filho, Ricardo Alexsandro de Medeiros Valentim, Karilany Dantas Coutinho, Carlos Alberto Pereira de Oliveira, Azim Roussanaly, Anne Boyer |
| 2020 | EATIS | A big data architecture to a multiple purpose in healthcare surveillance: the Brazilian syphilis case. | Rodrigo Dantas da Silva, Jean Jar Pereira de Arajo, lvaro Ferreira Pires de Paiva, Ricardo Alexsandro de Medeiros Valentim, Karilany Dantas Coutinho, Jailton Carlos de Paiva, Azim Roussanaly, Anne Boyer |
| 2020 | ICALT | Towards the exploitation of multimodal data to measure students' mental effort. | Barbara Moissa, Geoffray Bonnin, Anne Boyer |
| 2020 | ISMIS | BacAnalytics: A Tool to Support Secondary School Examination in France. | Azim Roussanaly, Marharyta Aleksandrova, Anne Boyer |
| 2019 | AIED | Eye Gaze Sequence Analysis to Model Memory in E-education. | Mal Beuget, Sylvain Castagnos, Christophe Luxembourger, Anne Boyer |
| 2019 | ECIR | AntRS: Recommending Lists Through a Multi-objective Ant Colony System. | Pierre-Edouard Osche, Sylvain Castagnos, Anne Boyer |
| 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 |
| 2016 | ICTAI | A First Step toward Recommendations Based on the Memory of Users. | Florian Marchal, Sylvain Castagnos, Anne Boyer |
| 2015 | CSEDU | Studying Relations Between E-learning Resources to Improve the Quality of Searching and Recommendation. | Nguyen Ngoc Chan, Azim Roussanaly, Anne Boyer |
| 2015 | ICTAI | Predict the Emergence: Application to Competencies in Job Offers. | Yacine Abboud, Anne Boyer, Armelle Brun |
| 2015 | ICTAI | Toward a Robust Diversity-Based Model to Detect Changes of Context. | Sylvain Castagnos, Amaury L'Huillier, Anne Boyer |
| 2015 | KES | Influencer Events in Episode Rules: A Way to Impact the Occurrence of Events. | Lina Fahed, Armelle Brun, Anne Boyer |
| 2015 | LAK | Learning analytics: European perspectives. | Rebecca Ferguson, Adam Cooper, Hendrik Drachsler, Gbor Kismihk, Anne Boyer, Kairit Tammets, Alejandra Martnez-Mons |
| 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 |
| 2014 | WEBIST | User Semantic Model for Dependent Attributes to Enhance Collaborative Filtering. | Sonia Ben Ticha, Azim Roussanaly, Anne Boyer, Khaled Bsaes |
| 2014 | WEBIST | Rocchio Algorithm to Enhance Semantically Collaborative Filtering. | Sonia Ben Ticha, Azim Roussanaly, Anne Boyer, Khaled Bsaes |
| 2012 | ISMIS | Clustering Users to Explain Recommender Systems' Performance Fluctuation. | Charif Haydar, Azim Roussanaly, Anne Boyer |
| 2012 | WEBIST | Hybridising Collaborative Filtering and Trust-aware Recommender Systems. | Charif Haydar, Anne Boyer, Azim Roussanaly |
| 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 | ECIR | Personalized Communities in a Distributed Recommender System. | Sylvain Castagnos, Anne Boyer |
| 2007 | WEBIST | Adaptive Predictions in a User-centered Recommender System. | Anne Boyer, Sylvain Castagnos |
| 2007 | WEBIST | Usage based Indexing of Web Resources with Natural Language Processing. | Armelle Brun, Anne Boyer |
| 2006 | ECAI | A Client/Server User-Based Collaborative Filtering Algorithm: Model and Implementation. | Sylvain Castagnos, Anne Boyer |
| 2006 | WEBIST | FRAC+: A Distributed Collaborative Filtering Model for Client/Server Architectures. | Sylvain Castagnos, Anne Boyer |
| 2005 | ICWS | ELIN: A Framework to Deliver Media Content in an Efficient Way Based in MPEG Standards. | Jordi Casademont, Ferran Perdrix, Martin Einhoff, Josep Paradells, Georg Dummer, Anne Boyer |
| 2005 | WEBIST | A Distributed Information Filtering: Stakes and Solution for Satellite Broadcasting. | Sylvain Castagnos, Anne Boyer, Franois Charpillet |
| 2003 | ICTAI | Learning of Mediation Strategies for Heterogeneous Agents Cooperation. | Romaric Charton, Anne Boyer, Franois Charpillet |
| 1997 | ICTAI | Progress: An Approach for Defining and Monitoring Non-Deterministic Design-to-Time Methods. | Franois Charpillet, Anne Boyer |
| 1992 | ICPR | Hand-written text recognition based on a new formulation. | Yifan Gong, Anne Boyer |
| 1991 | Interspeech | A tool for assessment of acoustic phonetic lattices. | Christine Bourjot, Anne Boyer, Dominique Fohr |
| 1989 | Interspeech | Phonetic decoder assessment. | Christine Bourjot, Anne Boyer, Dominique Fohr |
| 1989 | Interspeech | Parallel construction of syntactic structure for continuous speech recognition. | Yifan Gong, Anne Boyer, Jean Paul Haton |
| 1987 | Interspeech | Dynamic time warping and vector quantization in isolated and connected word recognition. | Anne Boyer, Jean Paul Haton, Jean-Claude Di Martino |