| 2025 | CBMI | Melanoma Segmentation with SAM-Like Models: Assessing the Influence and Limits of Bounding Box Input. | Nicolas Martin, Philippe Mulhem, Jean-Pierre Chevallet |
| 2025 | MICCAI | From Prediction to Prompt: Leveraging nnU-Net Outputs to Guide SAM for Active Learning in 3D Dental Segmentation. | Nicolas Martin, Jean-Pierre Chevallet, Philippe Mulhem |
| 2024 | CBMI | Combining Image and Region Uncertainty-Based Active Learning for Melanoma Segmentation. | Nicolas Martin, Jean-Pierre Chevallet, Philippe Mulhem, Georges Qunot |
| 2022 | CBMI | Segmenting partially annotated medical images. | Nicolas Martin, Jean-Pierre Chevallet, Georges Qunot |
| 2020 | LREC | WIKIR: A Python Toolkit for Building a Large-scale Wikipedia-based English Information Retrieval Dataset. | Jibril Frej, Didier Schwab, Jean-Pierre Chevallet |
| 2020 | SIGIR | Learning Term Discrimination. | Jibril Frej, Philippe Mulhem, Didier Schwab, Jean-Pierre Chevallet |
| 2016 | CBMI | Lifelog Semantic Annotation using deep visual features and metadata-derived descriptors. | Bahjat Safadi, Philippe Mulhem, Georges Qunot, Jean-Pierre Chevallet |
| 2016 | ECIR | A Comparison of Deep Learning Based Query Expansion with Pseudo-Relevance Feedback and Mutual Information. | Mohannad Almasri, Catherine Berrut, Jean-Pierre Chevallet |
| 2013 | CIKM | Wikipedia-based semantic query enrichment. | Mohannad Almasri, Catherine Berrut, Jean-Pierre Chevallet |
| 2013 | DEXA | Revisiting the Term Frequency in Concept-Based IR Models. | Karam Abdulahhad, Jean-Pierre Chevallet, Catherine Berrut |
| 2013 | ICTIR | Revisiting Exhaustivity and Specificity Using Propositional Logic and Lattice Theory. | Karam Abdulahhad, Jean-Pierre Chevallet, Catherine Berrut |
| 2013 | SIGIR | Is uncertain logical-matching equivalent to conditional probability? | Karam Abdulahhad, Jean-Pierre Chevallet, Catherine Berrut |
| 2012 | COLING | Constructing Reference Semantic Predictions from Biomedical Knowledge Sources. | Demeke Ayele, Jean-Pierre Chevallet, Million Meshesha, Getnet Kassie |
| 2012 | DEXA | The Effective Relevance Link between a Document and a Query. | Karam Abdulahhad, Jean-Pierre Chevallet, Catherine Berrut |
| 2012 | MEDES | Enhancing semantic relation quality of UMLS knowledge sources. | Demeke Ayele, Jean-Pierre Chevallet, Getnet Kassie, Million Meshesha |
| 2009 | ECIR | Model Fusion in Conceptual Language Modeling. | Loc Maisonnasse, ric Gaussier, Jean-Pierre Chevallet |
| 2008 | DEXA | Description Logic to Model a Domain Specific Information Retrieval System. | Sad Radhouani, Gilles Falquet, Jean-Pierre Chevallet |
| 2008 | ICDM | Similarity Learning for Nearest Neighbor Classification. | Ali Mustafa Qamar, ric Gaussier, Jean-Pierre Chevallet, Joo-Hwee Lim |
| 2008 | MMM | Snap2Play: A Mixed-Reality Game Based on Scene Identification. | Tat-Jun Chin, Yilun You, Cline Coutrix, Joo-Hwee Lim, Jean-Pierre Chevallet, Laurence Nigay |
| 2008 | MMM | Bi-modal Conceptual Indexing for Medical Image Retrieval. | Joo-Hwee Lim, Jean-Pierre Chevallet, Diem Thi Hoang Le, Hanlin Goh |
| 2008 | MMSP | Rich representation and ranking for photographic image retrieval in ImageCLEF 2007. | Sheng Gao, Jean-Pierre Chevallet, Joo-Hwee Lim |
| 2007 | CIKM | Domain knowledge conceptual inter-media indexing: application to multilingual multimedia medical reports. | Jean-Pierre Chevallet, Joo-Hwee Lim, Diem Thi Hoang Le |
| 2007 | CIKM | Latent semantic fusion model for image retrieval and annotation. | Trong-Ton Pham, Nicolas Maillot, Joo-Hwee Lim, Jean-Pierre Chevallet |
| 2007 | NLDB | Incomplete and Fuzzy Conceptual Graphs to Automatically Index Medical Reports. | Loc Maisonnasse, Jean-Pierre Chevallet, Catherine Berrut |
| 2007 | SIGIR | Revisiting the dependence language model for information retrieval. | Loc Maisonnasse, ric Gaussier, Jean-Pierre Chevallet |
| 2006 | ICPR | Scene Identification using Discriminative Patterns. | Joo-Hwee Lim, Jean-Pierre Chevallet, Sheng Gao |
| 2005 | ECIR | SnapToTell: A Singapore Image Test Bed for Ubiquitous Information Access from Camera. | Jean-Pierre Chevallet, Joo-Hwee Lim, Ramnath Vasudha |
| 2001 | ICDT | Toward a Structured Information Retrieval System on the Web: Automatic Structure Extraction of Web Pages. | Mathias Gry, Jean-Pierre Chevallet |
| 1996 | DEXA | Using Conceptual Graphs in a Multifaceted Logical Model for Information Retrieval. | Iadh Ounis, Jean-Pierre Chevallet |
| 1996 | ICCS | Conceptual Graph Aboutness. | Theo W. C. Huibers, Iadh Ounis, Jean-Pierre Chevallet |