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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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)
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URAI Autumn School dedicated to time series classification from robotics applications : a tutorial in a trinational context (2023) Conference paper5th "Upper Rhine Artificial Intelligence Symposium" (URAI)
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ShapeDBA: Generating Effective Time Series Prototypes Using ShapeDTW Barycenter Averaging (2023) Conference paperECML/PKDD Workshop on Advanced Analytics and Learning on Temporal Data (AALTD)