| 2026 | AIED | SEPT Privacy-By-Design Framework for Early Teacher Intervention: Modeling Difficulty as a Deviation from a Student's Success Signature. | Edouard Nadaud, Bndicte Le Grand, Lionel Prevost |
| 2026 | ICAART | A High-Performance and Explainable Framework for Movie Ticket Sales Forecasting. | Lorenzo Lefeve, Nourhne Ben Rabah, Lionel Prevost, Bndicte Le Grand |
| 2026 | ICPR | SECMAIR-CRACK: An Industrial Dataset for Fine Crack Segmentation for Preventive Road Maintenance. | Harouna Kaghambega, Matthieu Le Berre, Manuel Clergue, Lionel Prevost, Camille Salinesi |
| 2025 | IJCNN | Semantic Retention and Extreme Compression in LLMs: Can We Have Both? | Stanislas Laborde, Martin Cousseau, Antoun Yaacoub, Lionel Prevost |
| 2025 | IJCNN | Enhancing AI-Driven Education: Integrating Cognitive Frameworks, Linguistic Feedback Analysis, and Ethical Considerations for Improved Content Generation. | Antoun Yaacoub, Sansiri Tarnpradab, Phattara Khumprom, Zainab Assaghir, Lionel Prevost, Jrme Da Rugna |
| 2025 | KES | SEPT: Uncovering Student Difficulties through Emotional and Physical Trajectories during Online Assessments. | Edouard Nadaud, Antoun Yaacoub, Bndicte Le Grand, Lionel Prevost |
| 2024 | RCIS | Emotion Trajectory and Student Performance in Engineering Education: A Preliminary Study. | Edouard Nadaud, Antoun Yaacoub, Siba Haidar, Bndicte Le Grand, Lionel Prevost |
| 2023 | ICPRAM | Co-Incrementation: Combining Co-Training and Incremental Learning for Subject-Specific Facial Expression Recognition. | Jordan Gonzalez, Thibault Geoffroy, Aurelia Deshayes, Lionel Prevost |
| 2020 | ICPR | Dual-Memory Model for Incremental Learning: The Handwriting Recognition Use Case. | Mlanie Piot, Berangere Bourdoulous, Jordan Gonzalez, Aurelia Deshayes, Lionel Prevost |
| 2019 | ACII | Joint analysis of verbal and nonverbal interactions in collaborative E-learning. | Mlanie Piot, Thybault Alabarbe, Jordan Gonzalez, Chlo Le Bail, Lionel Prevost, Jacqueline Bourdeau, Franois-Xavier Bernard, Michael J. Baker, Franoise Dtienne |
| 2019 | ICINCO | Exploiting Physical Contacts for Robustness Improvement of a Dot-painting Mission by a Micro Air Vehicle. | Thomas Chaffre, Kevin Tudal, Sylvain Bertrand, Lionel Prevost |
| 2018 | ICANN | Fast and Accurate Affect Prediction Using a Hierarchy of Random Forests. | Maxime Sazadaly, Pierre Pinchon, Arthur Fagot, Lionel Prevost, Myriam Maumy-Bertrand |
| 2014 | ICPRAM | Live Stream Oriented Age and Gender Estimation using Boosted LBP Histograms Comparisons. | Lionel Prevost, Philippe Phothisane, Erwan Bigorgne |
| 2014 | ICPRAM | Real-Time Facial Analysis in Still Images and Videos for Gender and Age Estimation. | Lionel Prevost, Philippe Phothisane, Erwan Bigorgne |
| 2012 | ICMI | Robust continuous prediction of human emotions using multiscale dynamic cues. | Jrmie Nicolle, Vincent Rapp, Kevin Bailly, Lionel Prevost, Mohamed Chetouani |
| 2011 | ACIVS | Facial Feature Tracking for Emotional Dynamic Analysis. | Thibaud Senechal, Vincent Rapp, Lionel Prevost |
| 2010 | ICPR | Automatic Facial Action Detection Using Histogram Variation Between Emotional States. | Thibaud Senechal, Kevin Bailly, Lionel Prevost |
| 2009 | FIT | On the detection of textual information in metro stations. | Shehzad Muhammad Hanif, Lionel Prevost |
| 2009 | ICDAR | Text Detection and Localization in Complex Scene Images using Constrained AdaBoost Algorithm. | Shehzad Muhammad Hanif, Lionel Prevost |
| 2008 | ICPR | A cascade detector for text detection in natural scene images. | Shehzad Muhammad Hanif, Lionel Prevost, Pablo Negri |
| 2007 | ICINCO | Benchmarking haar and histograms of oriented gradients features applied to vehicle detection. | Pablo Negri, Xavier Clady, Lionel Prevost |
| 2005 | ICIAP | Classifier Combination for Face Localization in Color Images. | Rachid Belaroussi, Lionel Prevost, Maurice Milgram |
| 2005 | ICIAP | Multi-stage Combination of Geometric and Colorimetric Detectors for Eyes Localization. | Maurice Milgram, Rachid Belaroussi, Lionel Prevost |
| 2005 | MVA | Combining model-based classifiers for face localization. | Rachid Belaroussi, Lionel Prevost, Maurice Milgram |
| 2004 | ICFHR | Self-supervised adaptation for on-line text recognition. | Loc Oudot, Lionel Prevost, Alvaro Moises |
| 2004 | ICFHR | An activation-verification model for on-line texts recognition. | Loc Oudot, Lionel Prevost, Maurice Milgram |
| 2004 | ICPR | Self-Supervised Writer Adaptation using Perceptive Concepts: Application to On-Line Text Recognition. | Loc Oudot, Lionel Prevost, Alvaro Moises, Maurice Milgram |
| 2003 | ICDAR | Combining model-based and discriminative classifiers : application to handwritten character recognition. | Lionel Prevost, Christian Michel-Sendis, Alvaro Moises, Loc Oudot, Maurice Milgram |
| 2001 | ICDAR | Dynamic Recognition in the Omni-Writer Frame: Application to Hand-Printed Text Recognition. | Loc Oudot, Lionel Prevost, Maurice Milgram |
| 1999 | ICDAR | Non-supervised Determination of Allograph Sub-classes for On-line Omni-scriptor Handwriting Recognition. | Lionel Prevost, Maurice Milgram |
| 1998 | ICPR | Automatic allograph selection and multiple expert classification for totally unconstrained handwritten character recognition. | Lionel Prevost, Maurice Milgram |
| 1997 | ICDAR | Static and Dynamic Classifier Fusion for Character Recognition. | Lionel Prevost, Maurice Milgram |