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
-
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
-
Étude Comparative des CNNs et des Vision-Language Models pour la Classification d'Images de Graphiques (2025) Conference paperORASIS 2025
-
International Journal of Approximate Reasoning
-
Establishing a unified evaluation framework for human motion generation: A comparative analysis of metrics (2025) ArticleComputer Vision and Image Understanding
-
A Comparative Study of CNNs and Vision-Language Models for Chart Image Classification (2025) Conference paperInternational Conference on Agents and Artificial Intelligence (ICAART)