Professor
Department & Team
Computer Science
OMeGA
Responsibility
Team Head: OMeGA • Institute Director
Contact:
Nous écrire
Personal page
Areas of Expertise
My research activities lie at the intersection of artificial intelligence, metaheuristics, optimization, machine learning, and parallel computing, with a strong focus on industrial applications and complex systems.
Description
My research lies at the crossroads of artificial intelligence, metaheuristics, optimization, machine learning, and high-performance computing. I aim to design efficient and scalable algorithms for tackling complex real-world problems, often characterized by high dimensionality, uncertainty, and computational constraints.
This work is strongly interdisciplinary, with applications spanning industry, logistics, energy management, telecommunications, chemistry, advanced materials, and data-driven sciences.
Publications
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Augmentation de données pour la classification de séries temporelles avec des modèles d'apprentissage profonds (2023) Conference paperORASIS 2023
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Exploring inference of a land use and land cover model trained on MultiSenGE dataset (2023) Conference paperJoint Urban Remote Sensing Event (JURSE)
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Electric Vehicle Charging Scheduling Problem: Heuristics and Metaheuristic Approaches (2023) ArticleSN Computer Science
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Algorithme hybride basé sur NSGA-II pour le déploiement de réseaux de capteurs sans fil (2023) Conference paper24ème édition du congrès annuel de la Société Française de Recherche Opérationnelle et d’Aide à la Décision (ROADEF 2023)
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Remote Sensing