Publications

Enhancing Time Series Classification with Diversity-Driven Neural Network Ensembles (2025) Conference paper

Javidan Abdullayev, Maxime Devanne, Cyril Meyer, Ali Ismail-Fawaz, Jonathan Weber, Germain Forestier

IEEE International Joint Conference on Neural Networks (IJCNN)
Transformer-Based Lung Infection Severity Prediction with Cross Attention and Conditional TransMix Augmentation (2025) Conference paper

Bouthaina Slika, Fadi Dornaika, Fares Bougourzi, Karim Hammoudi

2025 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW 2025)
Prédiction du risque d'échec dans un MOOC : une approche basée sur l'analyse des séries temporelles multivariées (2025) Conference paper

Anass El Ayady, Maxime Devanne, Germain Forestier, Nour El Mawas

12e conférence sur les environnements informatiques pour l’apprentissage humain (Eiah) 2025
Étude Comparative des CNNs et des Vision-Language Models pour la Classification d'Images de Graphiques (2025) Conference paper

Bruno Côme, Maxime Devanne, Jonathan Weber, Germain Forestier

ORASIS 2025
A Multi-station Electric Vehicle Charging Scheduling Problem with Non-identical Chargers (2025) Conference paper

Abdennour Azerine, Mahmoud Golabi, Ammar Oulamara, Lhassane Idoumghar

2025 IEEE Congress on Evolutionary Computation (CEC)
Learning-Driven Optimization with Integrated Multi-Model Approaches for Efficient Electric Vehicle Charging Scheduling (2025) Conference paper

Mahmoud Golabi, Abdennour Azerine, Ammar Oulamara, Lhassane Idoumghar

2025 IEEE Congress on Evolutionary Computation (CEC)
Conflict Management in a Distance to Prototype-Based Evidential Neural Network (2025) Article

Dănuţ-Vasile Giurgi, Mihreteab Negash Geletu, Thomas Josso-Laurain, Maxime Devanne, Jean-Philippe Lauffenburger, Jean Dezert

International Journal of Approximate Reasoning
Software and seminar format to jointly teach computational pathology in biomedical and computational academic curricula (2025) Poster

Nadine Schaadt, Jannes Neeman, Germain Forestier, Dennis Allerkamp, Frauke Sprengel, Cédric Wemmert, Thomas Deserno, Friedrich Feuerhake

European Congress on Digital Pathology
Automated Coding of French Emergency Calls Using BERT (2025) Conference paper

Samuel Lebot, Joris Muller, Sébastien Harscoat, Delphine Bernhard, Germain Forestier, Cédric Wemmert

IEEE International Symposium on Computer-Based Medical Systems (CBMS)
A Comparative Study of Recent Advances in Internet of Intrusion Detection Things (2025) Conference paper

Marianna Rezk, Hassan Harb, Ismail Bennis, Sebastien Bindel, Hafid Abouaissa

2025 International Wireless Communications and Mobile Computing (IWCMC)

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