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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COCALITE: A Hybrid Model COmbining CAtch22 and LITE for Time Series Classification (2024) Conference paperIEEE International Conference on Big Data (BigData)
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A Physical Rehabilitation Robot Coaching Patients: a Long-Term Dataset for Body Movement Analysis (2024) PosterIROS 2024 LBR
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Weighted Average of Human Motion Sequences for Improving Rehabilitation Assessment (2024) Conference paperECML/PKDD Workshop on Advanced Analytics and Learning on Temporal Data (AALTD)
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Conflict Management in a Distance to Prototype-Based Evidential Deep Learning (2024) Conference paper8th International Conference on Belief Functions
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2024 27th International Conference on Information Fusion (FUSION)