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
-
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)
-
ShapeDBA: Generating Effective Time Series Prototypes Using ShapeDTW Barycenter Averaging (2023) Conference paperECML/PKDD Workshop on Advanced Analytics and Learning on Temporal Data (AALTD)
-
Knowledge and Information Systems (KAIS)
-
Evidential deep learning-based multi-modal environment perception for intelligent vehicles (2023) Conference paper2023 IEEE Intelligent Vehicles Symposium (IV)
-
Augmentation de données pour la classification de séries temporelles avec des modèles d'apprentissage profonds (2023) Conference paperORASIS 2023