| 2026 | ICAART | A Multi-LLM Agent System for Modular Ontology Population: A Case Study on ADHD. | Ibrahim Traor, Yassine Belmabrouk, Imen Megdiche, Abdel-Rahman H. Tawil, Jrme Marquet-Dolac, Lotfi Chari |
| 2026 | ICAART | TRACT: A Transformer and Statistical Framework for Anomaly Detection in Multivariate Non-Stationary Time Series. | Ibrahim Traor, Imen Megdiche, Jrme Marquet-Dolac, Lotfi Chari |
| 2025 | AICCSA | Robust assessment Fall Detection Architecture: Intra/Inter-Subject and Cross-Dataset Evaluation. | Khouloud Guemri, Yohann Chasseray, Imen Megdiche, Wael Ouarda, Khouloud Boukadi, Elyes Lamine |
| 2025 | CIKM | A Robust Clustered Federated Learning Approach for Non-IID Data with Quantity Skew. | Michael Ben Ali, Imen Megdiche, Andr Pninou, Olivier Teste |
| 2025 | MEDI | A Hybrid Deep Learning and Ontology-Based Framework for Contextual Hyperactivity Detection in Children with ADHD. | Ibrahim Traor, Imen Megdiche, Jrme Marquet-Dolac, Lotfi Chari |
| 2024 | AICCSA | Multi-Task Learning Approach for Hospital Bed Requirement Prediction. | Mihiretu A. Bedada, Imen Megdiche, Elyes Lamine, Dimitri Duval |
| 2024 | AICCSA | Enhanced Human Activity Recognition Using Controllable GANs for Synthetic Data Generation. | Mohamed Hedi Djemaa, Imen Megdiche, Farah Jemili, Rafika Thabet, Elyes Lamine, Ouajdi Korbaa |
| 2024 | AICCSA | An Optimization Model for Patient Transportation Problem Within Stretchers Activity in Hospitals. | Khouloud Hamdi, Imen Megdiche, Elyes Lamine, Dimitri Duval |
| 2024 | AICCSA | Indoor Geolocation Demonstrator: Enhancing Efficiency Through Real-Time Tracking and AI Optimization. | Imen Toujani, Nicolas Singer, Imen Megdiche, Xavier Alacoque |
| 2024 | DASFAA | OSDN: An Open Science Data Network for Interdisciplinary Research. | Vincent-Nam Dang, Nathalie Aussenac-Gilles, Imen Megdiche, Franck Ravat |
| 2024 | RCIS | Unified Models and Framework for Querying Distributed Data Across Polystores. | La El Ahdab, Imen Megdiche, Andr Pninou, Olivier Teste |
| 2024 | RCIS | Enabling Interdisciplinary Research in Open Science: Open Science Data Network. | Vincent-Nam Dang, Nathalie Aussenac-Gilles, Imen Megdiche, Franck Ravat |
| 2023 | AICCSA | A machine learning technique for device non-wear detection in children with ADHD. | Ibrahim Traor, Imen Megdiche, Jrme Marquet-Dolac, Lotfi Chari |
| 2023 | AICCSA | A Cross-Validation Approach for Classifying Physical Activity Intensity : A Case Study in Children with Attention Deficit/Hyperactivity Disorder. | Ibrahim Traor, Imen Megdiche, Jrme Marquet-Dolac, Lotfi Chari |
| 2023 | DaWaK | Unified Views for Querying Heterogeneous Multi-model Polystores. | Lea El Ahdab, Olivier Teste, Imen Megdiche, Andr Pninou |
| 2023 | DEXA | A Polystore Querying System Applied to Heterogeneous and Horizontally Distributed Data. | Lea El Ahdab, Olivier Teste, Imen Megdiche, Andr Pninou |
| 2023 | RCIS | Interoperability of Open Science Metadata: What About the Reality? | Vincent-nam Dang, Nathalie Aussenac-Gilles, Imen Megdiche, Franck Ravat |
| 2023 | SAC | A Synthetic Dataset Generation for the Uveitis Pathology Based on MedWGAN Model. | Heithem Sliman, Imen Megdiche, Sami Yangui, Aida Drira, Ines Drira, Elyes Lamine |
| 2022 | AICCSA | Automated Learning Approach for Genetic Diseases. | Loay Alajramy, Adel Taweel, Radi Jarrar, Elyes Lamine, Imen Megdiche |
| 2022 | DaWaK | Feature Selection Under Fairness and Performance Constraints. | Ginel Dorleon, Imen Megdiche, Nathalie Bricon-Souf, Olivier Teste |
| 2022 | MEDI | Predicting Patient's Waiting Times in Emergency Department: A Retrospective Study in the CHIC Hospital Since 2019. | Nadhem Ben Ameur, Imene Lahyani, Rafika Thabet, Imen Megdiche, Jean-Christophe Steinbach, Elyes Lamine |
| 2022 | SAC | Feature selection under fairness constraints. | Ginel Dorleon, Imen Megdiche, Nathalie Bricon-Souf, Olivier Teste |
| 2021 | IDEAS | A Zone-Based Data Lake Architecture for IoT, Small and Big Data. | Yan Zhao, Imen Megdiche, Franck Ravat, Vincent-nam Dang |
| 2021 | IDEAS | Analysis-oriented Metadata for Data Lakes. | Yan Zhao, Franck Ravat, Julien Aligon, Chantal Soul-Dupuy, Gabriel Ferrettini, Imen Megdiche |
| 2021 | SOFSEM | Metadata Management on Data Processing in Data Lakes. | Imen Megdiche, Franck Ravat, Yan Zhao |
| 2020 | AICCSA | Imbalance Prediction Among Elderly People Using Deep Learning. | Oussema Fakhfakh, Imen Megdiche, Rejane Dalce, Thierry Val |
| 2020 | AIME | Blockchain-Based Federated Learning in Medicine. | Omar El Rifai, Maelle Biotteau, Xavier de Boissezon, Imen Megdiche, Franck Ravat, Olivier Teste |
| 2020 | RCIS | Blockchain-Based Personal Health Records for Patients' Empowerment. | Omar El Rifai, Maelle Biotteau, Xavier de Boissezon, Imen Megdiche, Franck Ravat, Olivier Teste |
| 2019 | SAC | Partitioning and local matching learning of large biomedical ontologies. | Amir Laadhar, Faiza Ghozzi, Imen Megdiche, Franck Ravat, Olivier Teste, Faez Gargouri |
| 2018 | EKAW | Boosting Holistic Ontology Matching: Generating Graph Clique-Based Relaxed Reference Alignments for Holistic Evaluation. | Philippe Roussille, Imen Megdiche, Olivier Teste, Cssia Trojahn |
| 2018 | PEMWN | Towards predicting frailty symptoms through a smart walking stick. | Oussama Kessentini, Rjane Dalc, Imen Megdiche, Rmi Bastide |
| 2017 | IC3K | POMap: An Effective Pairwise Ontology Matching System. | Amir Laadhar, Faiza Ghozzi, Imen Megdiche, Franck Ravat, Olivier Teste, Faez Gargouri |
| 2015 | DEXA | A Linear Program for Holistic Matching: Assessment on Schema Matching Benchmark. | Alain Berro, Imen Megdiche, Olivier Teste |
| 2015 | RCIS | Holistic Statistical Open Data integration based on integer linear programming. | Alain Berro, Imen Megdiche, Olivier Teste |
| 2014 | ADBIS | A Content-Driven ETL Processes for Open Data. | Alain Berro, Imen Megdiche, Olivier Teste |
| 2012 | DOLAP | Multidimensional models meet the semantic web: defining and reasoning on OWL-DL ontologies for OLAP. | Nicolas Prat, Imen Megdiche, Jacky Akoka |
| 2012 | ISCC | A new 0-1 linear program for QoS and transactional-aware web service composition. | Virginie Gabrel, Maude Manouvrier, Imen Megdiche, Ccile Murat |