Publications

FedLbs: Federated Learning Loss-Based Swapping Approach for Energy Building’s Load Forecasting (2024) Conference paper

Bouchra Fakher, Mohamed El Amine Brahmia, Mustafa Al Samara, Ismail Bennis, Abdelhafid Abouaissa

2024 International Wireless Communications and Mobile Computing (IWCMC)
An intelligent mechanism for energy consumption scheduling in smart buildings (2024) Article

Hassan Harb, Mohamad Hijazi, Mohamed El Amine Brahmia, Ali Kadhum Idrees, Mouhammad Alakkoumi, Ali Jaber, Abdelhafid Abouaissa

Cluster Computing
Finding Foundation Models for Time Series Classification with a PreText Task (2024) Conference paper

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

Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD) - International Workshop on Temporal Analytics
Multi-Task Learning for PBFT Optimisation in permissioned Blockchains (2024) Article

Kenza Riahi, Mohamed El Amine Brahmia, Abdelhafid Abouaissa, Lhassane Idoumghar

Blockchain: Research and Applications
A Convolution-Assisted Vision Transformer for the Classification of Pancreatic Ductal Adenocarcinoma (2024) Conference paper

Michael Selasi Dzamesi, Feryal Windal, Karim Hammoudi, Emmanuelle Leteurte, Halim Benhabiles

8th International Conference on Computing, Control and Industrial Engineering, CCIE2024
Deep Learning for Time Series Classification and Extrinsic Regression: A Current Survey (2024) Article

Navid Mohammadi Foumani, Lynn Miller, Chang Wei Tan, Geoffrey I Webb, Germain Forestier, Mahsa Salehi

ACM Computing Surveys
A Hybrid Binary Grey Wolf Optimiser for WSN Deployment in Indoor Environments Based on BIM Database (2024) Conference paper

Khaoula Zaimen, Laurent Moalic, Mohamed El Amine Brahmia, Abdelhafid Abouaissa, Lhassane Idoumghar

2024 IEEE Wireless Communications and Networking Conference (WCNC)
Lung pneumonia severity scoring in chest X-ray images using transformers (2024) Article

Bouthaina Slika, Fadi Dornaika, Hamid Merdji, Karim Hammoudi

Medical and Biological Engineering and Computing
Robust Neural Architecture Search Using Differential Evolution for Medical Images (2024) Conference paper

Muhammad Junaid Ali, Laurent Moalic, Mokhtar Essaid, Lhassane Idoumghar

International Conference on the Applications of Evolutionary Computation (Part of EvoStar)
Minimizing grid capacity in preemptive electric vehicle charging orchestration: Complexity, exact and heuristic approaches (2024) Article

I. Zaidi, Ammar Oulamara, L. Idoumghar, M. Basset

European Journal of Operational Research

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