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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A Medical Low-Back Pain Physical Rehabilitation Dataset for Human Body Movement Analysis (2024) Conference paperIJCNN 2024: International Joint Conference on Neural Networks
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Finding Foundation Models for Time Series Classification with a PreText Task (2024) Conference paperPacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD) - International Workshop on Temporal Analytics
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Upper Rhine Artificial Intelligence Symposium 2023
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Time series adversarial attacks: an investigation of smooth perturbations and defense approaches (2023) ArticleInternational Journal of Data Science and Analytics
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LITE: Light Inception with boosTing tEchniques for Time Series Classification (2023) Conference paperIEEE International Conference on Data Science and Advanced Analytics (DSAA)