Journal papers

2025

  • Knowledge-inspired fusion strategies for the inference of PM 2.5 values with a neural network, Matthieu Dabrowski, José Mennesson, Jérôme Riedi, Chaabane Djeraba, Pierre Nabat, Geoscientific Model Development, 2025, 18 (12), pp.3707-3733.
  • Peripheral skin temperature differentiates unipolar and bipolar depression, F. Boutaleb, Fabien D’Hondt, Ali Amad, Yassine Ouzar, Clémence Nineuil, Emery Pierson, Mohamed Daoudi, Journal of Affective Disorders, 2025, Journal of Affective Disorders, 391, pp.119902.
  • Basis restricted elastic shape analysis on the space of unregistered surfaces, Emmanuel Hartman, Emery Pierson, Martin Bauer, Mohamed Daoudi, Nicolas Charon, International Journal of Computer Vision, In press, 133 (4), pp.1999–2024
  • A Recommender System of Postgraduate Courses Based on Soft Skills: A Psychometric-inspired Approach, Luis Alberto Pinos Ullauri, Alexis Lebis, Abir B. Karami, Mathieu Vermeulen, Anthony Fleury, et al., International Journal of Artificial Intelligence in Education, 2025
  • Enhancing associative classification on imbalanced data through ontology-based feature extraction and resampling, Joel Mba Kouhoue, Jerry Lonlac, Alexis Lesage, Arnaud Doniec, Stéphane Lecoeuche, Knowledge-Based Systems, 2025, 309
  • Histopathology Image Embedding Based on Foundation Models Features Aggregation for DLBCL Patient Treatment Response Prediction, Bilel Guetarni, Feryal Windal, Halim Benhabiles, Mahfoud Chaibi, Romain Dubois, et al., Lecture Notes in Computer Science, 2025 (Medical Optical Imaging and Virtual Microscopy Image Analysis. MOVI 2024), pp.150-159

2024

  • Different effects of social intention on movement kinematics when interacting with a human or virtual agent, Maria Francesca Gigliotti , Paul-Audain Desrosiers, Laurent Ott, Mohamed Daoudi, Yann Coello, Virtual Reality, 2024, 28
  • A methodological and theoretical framework for implementing explainable artificial intelligence (XAI) in business applications, Dieudonné Tchuente, Jerry Lonlac, Bernard Kamsu-Foguem, Computers in Industry, 2024, 155
  • On the discovery of frequent gradual patterns: a symbolic AI-based framework, Jerry Lonlac, Imen Ouled Dlala, Saïd Jabbour, Engelbert Mephu Nguifo, Badran Raddaoui , et al., SN Computer Science, 2024, 5 (7)
  • Modelling the effect of instructional support on logarithmic-transformed response time: An exploratory study, Luis Alberto Pinos Ullauri, Wim van den Noortgate, Dries Debeer, Methodology, 2024, 20 (2), pp.100-120
  • A Vision Transformer-Based Framework for Knowledge Transfer From Multi-Modal to Mono-Modal Lymphoma Subtyping Models, Bilel Guetarni, Feryal Windal, Halim Benhabiles, Marianne Petit, Romain Dubois, et al., IEEE Journal of Biomedical and Health Informatics, 2024, 28 (9), pp.5562-5572
  • Modeling the effect of postgraduate courses on soft skills: a practical approach, Luis Alberto Pinos Ullauri, Alexis Lebis, Abir B. Karami, Mathieu Vermeulen, Anthony Fleury, et al., Frontiers in Psychology, 2024, 14

International conference papers

2025

  • Geometry-Aware Deep Learning for 3D Skeleton-Based Motion Prediction, Mayssa Zaier, Hazem Wannous, Hassen Drira, 2025 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), Feb 2025, Tucson, France. pp.4831-4840
  • TREB: Temporal Refinement of Egocentric Body Pose, Bruno da Silva Henriques, Benjamin Allaert, Nicolas Sutton Charani, Pierre Slangen, Jean-Philippe Vandeborre, IEEE CBMI 2025 – International Conference on Content-Based Multimedia Indexing, Oct 2025, Dublin, Ireland
  • Image selective encryption analysis using mutual information in CNN based embedding space, Ikram Messadi, Giulia Cervia, Vincent Itier, 13th European Workshop on Visual Information Processing (EUVIP), Oct 2025, Valetta, Malta
  • A Review On Fusion Of Spiking Neural Networks And Transformers, Oumaima Marsi, Sébastien Ambellouis, José Mennesson, Cyril Meurie, Anthony Fleury, et al., 2025 IEEE 6th International Conference on Image Processing, Applications and Systems (IPAS), Jan 2025, Lyon, France. pp.1-6
  • AG-MAE: Anatomically Guided Spatio-Temporal Masked Auto-Encoder for Online Hand Gesture Recognition, Omar Ikne, Benjamin Allaert, Hazem Wannous, International Conference on 3D Vision, Mar 2025, Singapour, Malaysia
  • Mining Faster, Not Harder: A New Criterion for Gradual Pattern Mining, Durande Kamga Nguifo, Jerry Lonlac, Anthony Fleury, Engelbert Mephu Nguifo, IEEE International Conference on Fuzzy Systems, Jul 2025, Reims, France
  • Tackling the indoor exposure to H2S emissions from Sargassum seaweeds stranding by an operational assessment of dwelling ventilation strategy, Marie Verriele, Sahar Masmoudi, Vincent Gaudion, Jean Gimberteau, Carole Boullanger, et al., Healthy Buildings 2025, ISIAQ, Jun 2025, Rejkavik, Iceland

2024

  • Deep-Adaptation: Ensembling and Test Augmentation for Covid-19 Detection and Covid-19 Domain Adaptation from 3D CT-Scans, Fares Bougourzi, Feryal Windal, Halim Benhabiles, Fadi Dornaika, Abdelmalik Taleb-Ahmed, Workshop on Domain adaptation, Explainability, Fairness in AI for Medical Image Analysis (DEF-AI-MIA) in conjunction with the IEEE Computer Vision and Pattern Recognition Conference (CVPR), 2024, Jun 2024, Seattle, WA, United States. pp.5097-5104
  • MGRFormer: A Multimodal Transformer Approach for Surgical Gesture Recognition, Kevin Feghoul, Deise Santana Maia, Mehdi El Amrani, Mohamed Daoudi, Ali Amad, 18th International Conference on Automatic Face and Gesture Recognition (FG), May 2024, Istanbul, Turkey
  • Tangible or digital? A comparison between two tools for designing asymmetric role-playing games for learning, Gaëlle Guigon , Mathieu Vermeulen , Mathieu Muratet , Thibault Carron, 16th International Conference on Computer Supported Education, May 2024, Angers, France
  • GM-GAN: Geometric Generative Models based on Morphological Equivariant PDEs and GANs, Hadji S El, Thierno Fall, Alioune Mbengue, Mohamed Daoudi, International Conference on Pattern Recognition (ICPR), Dec 2024, Kolkata, India
  • Enhanced sensor environment graph based deep learning approach for air quality anomaly detection, Sahar Masmoudi, Christelle Garnier, Anne Savard, Vincent Itier, Stephane Sauvage , et al., 32 ND European Signal Processing Conference (EUSIPCO) 2024, Aug 2024, Lyon (Centre des Congrès), France
  • Flow visualisation with smartphones as an educational framework for affordable and interactive micro-lab sessions, Tom Lacassagne, Bertrand Mercier, Alexis Lebis, 77th Annual Meeting of the Division of Fluid Dynamics (APS DFD 2024), American Physical Society. Division of Fluid Dynamics, Nov 2024, Salt Lake City, United States
  • A Convolution-Assisted Vision Transformer for the Classification of Pancreatic Ductal Adenocarcinoma, Michael Selasi Dzamesi, Feryal Windal, Karim Hammoudi, Emmanuelle Leteurte, Halim Benhabiles, 8th International Conference on Computing, Control and Industrial Engineering, CCIE2024, Apr 2024, Wuhan, China. pp.170-178
  • Deep learning for a customised head-mounted fault display system for the maintenance of wind turbines, Abdelaziz Bouzidi, Luka Claeys, Raubertin Randrianandraina, Lala Rajaoarisoa, Hazem Wannous, et al., 2024 International Conference on Control, Automation and Diagnosis (ICCAD), May 2024, Paris, France. IEEE, pp.1-6, 2024
  • Blockchain-based Jamming Detection in Vehicular Networks, Nathan Chopinet, Leo Mendiboure, Virginie Deniau, Anthony Fleury, Jonathan Vilain, et al., 2024 6th International Conference on Blockchain Computing and Applications (BCCA), Nov 2024, Dubai, United Arab Emirates. pp.820-825
  • Deep learning for accelerating computational homogenization schemes: application to flows in porous media, Modesar Shakoor, Vincent Itier, José Mennesson, 9th European Congress on Computational Methods in Applied Sciences and Engineering (ECCOMAS), Jun 2024, Lisbon, Portugal
  • SMART-RD: Towards a Risk Assessment Framework for Autonomous Railway Driving, Justin Bescop, Nicolas Goeman, Amel Aissaoui ,Benjamin Allaert, Jean-Philippe Vandeborre, International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, Feb 2024, Rome, Italy
  • Co-designing synchronous asymmetric multiplayer learning game scenarios, Gaëlle Guigon, Mathieu Vermeulen, Mathieu Muratet, Thibault Carron, International Conference on Computer-Supported Collaborative Learning, Jun 2024, Buffalo, NY, United States
  • Enhanced RF-based 3D UAV Outdoor Geolocation: from Trilateration to Machine Learning Approaches, Mariem Belhor, Anne Savard, Anthony Fleury, Patrick Sondi, Valeria Loscri, 2024 IEEE 27th International Symposium on Real-Time Distributed Computing (ISORC), May 2024, Tunis, France. pp.1-8
  • Bipartite Graph Diffusion Model for Human Interaction Generation, Baptiste Chopin, Hao Tang, Mohamed Daoudi, WACV 2024 – IEEE/CVF Winter Conference on Applications of Computer Vision, Jan 2024, WAIKOLOA (Hawaii), United States
  • Spatio-Temporal Sparse Graph Convolution Network for Hand Gesture Recognition, Omar Ikne, Rim Slama, Hichem Saoudi, Hazem Wannous, The 18th IEEE International Conference on Automatic Face and Gesture Recognition, May 2024, Istanbul, Turkey
  • Un modèle réduit basé sur l’apprentissage profond pour prédire l’initiation et la propagation de fissures, Krushna Shinde, Vincent Itier, José Mennesson, Dmytro Vasiukov, Modesar Shakoor, JET’2024 International Congress for Applied Mechanics, Association Française de Mécanique et des Matériaux, Nov 2024, Marrakech, Maroc
  • Revisiting Frequent (Closed) Gradual Itemsets Mining, Jerry Lonlac, Bernoulli Fotsing Tchide, Alain Bomgni, Arnaud Doniec, Engelbert Mephu Nguifo, IEEE 36th International Conference on Tools with Artificial Intelligence (ICTAI), Oct 2024, Herndon, Virginia, United States. pp.913-920
  • Motion-Lie Transformer : Geometric Attention for 3D Human Pose Motion Prediction, Mayssa Zaier, Hazem Wannous, Hassen Drira, 2024 IEEE International Conference on Image Processing – ICIP 2024, Oct 2024, Abu DHABI, United Arab Emirates
  • Secrecy energy-efficient multi-user NOMA: closed-form solution to bi-criterion formulation, Anne Savard, Giulia Cervia, Miled Alam, Arthur Louchart, 2024 European Conference on Networks and Communications (EuCNC) & 6G Summit, Jun 2024, Antwerp, Belgium
  • Modelling and verification of asymmetric role-playing scenarios for learning with Petri nets, Gaëlle Guigon, Mathieu Muratet, Mathieu Vermeulen, Thibault Carron, Games and Learning Alliance Conference, Nov 2024, Berlin, Germany

National conference papers

2025

  • Génération d’Images et Insertion d’un Message Caché dans l’Espace Latent de Glow, Aurélien Noirault, Jan Butora, Vincent Itier, Patrick Bas, Gresti 2025, Aug 2025, Strasbourg, France
  • DeepFake Detection based on Noise Residuals, Minh Thong Doi, Jan Butora, Vincent Itier, Jérémie Boulanger, Patrick Bas, GRETSI’25, Aug 2025, Strasbourg (67000), France
  • Maximiser la marge pour une détection robuste des photomontages, Julien Simon de Kergunic, Rony Abecidan, Patrick Bas, Vincent Itier, GRETSI 2025, Strasbourg, France
  • Région de débits atteignable en NOMA avec amplificateur non linéaire, Gaston Philippe, Arthur Louchart, Anne Savard, GRETSI, Aug 2025, Strasbourg, France
  • Approximation efficace des LLR pour les canaux à bruit additifs symétriques α-stables, Anne Savard, GRETSI, Aug 2025, Strasbourg, France
  • Une hybridation repensée : définition, modèle, méthode, Benoit Martinet, Alexis Lebis, Mathieu Vermeulen, Nadine Mandran, Nour El Mawas, Conférence sur les Environnements Informatiques pour l’Apprentissage Humain 2025, Jun 2025, Lille, France. pp.256-273
  • Epistémologie instrumentée en EIAH : retour sur l’outil SEED, Nadine Mandran , Alexis Lebis, Conférence sur les Environnements Informatiques pour l’Apprentissage Humain 2025, Jun 2025, Lille, France. pp.452-461
  • De l’itératif à la navigation accompagnée : une évolution des méthodes de conduite de la recherche, Nadine Mandran, Alexis Lebis, Mathieu Vermeulen, Conférence sur les Environnements Informatiques pour l’Apprentissage Humain 2025, Jun 2025, Lille, France. pp.462-473
  • Détection d’événements acoustiques par DAS et CNN : application à la détection de cris de baleines, Michel Dione, Jerry Lonlac, Anthony Fleury, Hélène Louis, Stéphane Lecoeuche, EGC 2025, Jan 2025, Strasbourg, France, France. pp.385-386
  • Une nouvelle approche pour la génération efficace des motifs graduels, Durande Kamga Nguifo, Jerry Lonlac, Anthony Fleury, Engelbert Mephu Nguifo, Extraction et Gestion des Connaissances, EGC’2025, Jan 2025, Strasbourg, France

2024

  • Towards a Closer Patient-Caregiver Relationship by Wearable and Ambient Assisted Living Design, Sébastien Ambellouis, Rodrigo Andreão, Michel Baer, Paulo Cavalcante, Nestor Duque, et al., 18th Colombian Conference on Computing 2024, Sep 2024, Manizales, Colombia. pp.13-23
  • Modélisation des Données de Maintenance des Bâtiments : Vers une Approche Sémantique, Joel Mba Kouhoue, Alexis Lesage, Jerry Lonlac, Arnaud Doniec, Stéphane Lecoeuche, EGC 2024 – 24ème conférence francophone sur l’Extraction et la Gestion des Connaissances, Jan 2024, Dijon, France
  • Aligner éléments pédagogiques et ludiques pour aider à la conception de jeux sérieux, Madeleine Dufrasne, RJC-EIAH 2024, Le Mans Université, Jun 2024, Laval, France. pp.238-242
  • Ontologie de Maintenance des Bâtiments et Capacités des Larges Modèles de Langage (LLM) pour le Peuplement, Joel Mba Kouhoue, Maxime Lefrançois, Alexis Lesage, Jerry Lonlac, Arnaud Doniec, et al., IC 2024 – PFIA 2024 – 35es Journées francophones d’Ingénierie des Connaissances @ Plate-Forme Intelligence Artificielle, Jul 2024, La Rochelle, France. pp.103-106

Software

2025

  • Epistemological Self-Assessment Tool, Alexis Lebis

2024

  • Course recommender, Luis Alberto Pinos Ullauri, Alexis Lebis
  • Modelling the effect of postgraduate courses on soft skills A practical approach, Luis Alberto Pinos Ullauri
  • Exploring the interest for specific courses bias in course effect modelling, Luis Alberto Pinos Ullauri

HDR

2025

2024

Contributions to image analysis by deep learning: application to precision health, Halim Benhabiles, Université Lille, 2024

PhD

2025

2024

Books, book chapter

2025

2024

  • Analyse faciale en conditions non contrôlées : De la détection du visage à la reconnaissance des expressions, Romain Belmonte, Benjamin Allaert, ISTE Group. 2024