Publications

Designing Convolutional Neural Networks using Surrogate assisted Genetic Algorithm for Medical Image Classification (2023) Conference paper

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

Genetic and Evolutionary Computing Conference
Estimating time series averages from latent space of multi-tasking neural networks (2023) Article

Tsegamlak Terefe, Maxime Devanne, Jonathan Weber, Dereje Hailemariam, Germain Forestier

Knowledge and Information Systems (KAIS)
A Comparative Study of Meta-Heuristic Algorithms for WSN Deployment Problem in Indoor Environments (2023) Conference paper

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

2023 IEEE Congress on Evolutionary Computation (CEC)
Comparison of deep learning architectures for colon cancer mutation detection (2023) Conference paper

Robin Heckenauer, Jonathan Weber, Cédric Wemmert, Caroline Truntzer, Valentin Derangère, François Ghiringhelli, Michel Hassenforder, Pierre-Alain Muller, Germain Forestier

IEEE International Symposium on Computer Based Medical Systems (CBMS)
Octa Pillars-based Approach to Select the Best Blockchain-based Solutions in Healthcare Information Exchange (2023) Conference paper

Joseph Merhej, Hassan Harb, Abdelhafid Abouaissa, Lhassane Idoumghar, Samir Ouchani

2023 International Wireless Communications and Mobile Computing (IWCMC)
A Hybrid Aggregation Approach for Federated Learning to Improve Energy Consumption in Smart Buildings (2023) Conference paper

Aline Abboud, Mohamed El Amine Brahmia, Abdelhafid Abouaissa, Ahmad Shahin, Rocks Mazraani

2023 International Wireless Communications and Mobile Computing (IWCMC)
Evidential deep learning-based multi-modal environment perception for intelligent vehicles (2023) Conference paper

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

2023 IEEE Intelligent Vehicles Symposium (IV)
Connectivity Repair Heuristics for Stationary Wireless Sensor Networks (2023) Conference paper

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

IEEE International Conference on Communications
Augmentation de données pour la classification de séries temporelles avec des modèles d'apprentissage profonds (2023) Conference paper

Gautier Pialla, Maxime Devanne, Jonathan Weber, Lhassane Idoumghar, Germain Forestier

ORASIS 2023
Une approche multi-grilles pour la génération automatique d'une carte de sentiers de randonnée à partir de données GPS (2023) Conference paper

Olivier Schirm, Maxime Devanne, Jonathan Weber, Arnaud Lecus, Germain Forestier, Cédric Wemmert

ORASIS 2023

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