Publications

DADM2D-SFL: Decentralised Aggregation framework based on DBSCAN Malicious Model Detection for Secure Federated Learning (2026) Article

Amira Ailane, Samir Bourekkache, Okba Ben Atia, Mustafa Al Samara, Nadia Hamani, Laid Kahloul, Pascal Lorenz

Computer Networks
Multi-objective electric vehicle charging scheduling under stochastic duration uncertainty (2025) Article

Aimen Khiar, Mohamed El Amine Brahmia, Ammar Oulamara, Lhassane Idoumghar

Omega
FedWKD: Federated Learning Weighted Aggregation with Knowledge Distillation for IoT Forecasting (2025) Article

Bouchra Fakher, Mohamed El Amine Brahmia, Ismail Bennis, Abdelhafid Abouaissa

Internet of Things
Self‐Supervised Learning Based Clustering Workflow for Exploring Seismological Data From Dense Networks (2025) Article

Joachim Rimpot, Clément Hibert, Jean‐philippe Malet, Germain Forestier, Jonathan Weber

Journal of Geophysical Research. Machine Learning and Computation
SHREC 2025: Protein surface shape retrieval including electrostatic potential (2025) Article

Taher Yacoub, Camille Depenveiller, Atsushi Tatsuma, Tin Barisin, Eugen Rusakov, Udo Göbel, Yuxu Peng, Shiqiang Deng, Yuki Kagaya, Joon Hong Park, Daisuke Kihara, Marco Guerra, Giorgio Palmieri, Andrea Ranieri, Ulderico Fugacci, Silvia Biasotti, Ruiwen He, Halim Benhabiles, Adnane Cabani, Karim Hammoudi, Haotian Li, Hao Huang, Chunyan Li, Alireza Tehrani, Fanwang Meng, Farnaz Heidar-Zadeh, Tuan-Anh Yang, Matthieu Montes

Computers and Graphics
Combining client-based anomaly detection and federated learning for energy forecasting in smart buildings (2025) Article

Bouchra Fakher, Mohamed El Amine Brahmia, Ismail Bennis, Abdelhafid Abouaissa

Cluster Computing
A multi-armed approach of data rate optimization in LoRa (2025) Conference paper

Aqib Mushtaq, Sebastien Bindel

Junior Conference on Wireless and Optical Communication
Re-framing Time Series Augmentation Through the Lens of Generative Models (2025) Conference paper

Ali Ismail-Fawaz, Maxime Devanne, Stefano Berretti, Jonathan Weber, Germain Forestier

Workshop on Advanced Analytics and Learning on Temporal Data
DeepSCEM: A User‐Friendly Solution for Deep Learning‐Based Image Segmentation in Cellular Electron Microscopy (2025) Article

Cyril Meyer, Victor Hanss, Etienne Baudrier, Benoît Naegel, Patrick Schultz

Biology of the Cell
Enhanced Exact Methods for Optimizing Energy Delivery in Preemptive Electric Vehicle Charging Scheduling Problems (2025) Article

Abdennour Azerine, Mahmoud Golabi, Ammar Oulamara, Lhassane Idoumghar

Mathematical and computational applications

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Publications

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