Associate Professor • HDR
Department & Team
Computer Science
MSD
Contact:
Nous écrire
Téléphone
ENSISA, bâtiment I, bureau 3.37
Personal page
Areas of Expertise
data science, computer vision, pattern recognition, machine learning, time series, human motion, deep learning
Description
I am an Associate Professor (with habilitation) of Computer Science at Université Haute-Alsace and IRIMAS Laboratory (MSD team). My research interests are mainly focused on machine learning and computer vision through the analysis of time series, human body motion, medical images and 3D videos. I work on various application fields like medicine, robotics, ambient assisted living and autonomous vehicles.
Publications
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18th International Conference on Computer Supported Education
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13e Colloque international en éducation
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Enhancing Time Series Classification with Diversity-Driven Neural Network Ensembles (2025) Conference paperIEEE International Joint Conference on Neural Networks (IJCNN)
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Prédiction du risque d'échec dans un MOOC : une approche basée sur l'analyse des séries temporelles multivariées (2025) Conference paper12e conférence sur les environnements informatiques pour l’apprentissage humain (Eiah) 2025
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Étude Comparative des CNNs et des Vision-Language Models pour la Classification d'Images de Graphiques (2025) Conference paperORASIS 2025