Professeur
Département & Équipe
Informatique
MSD
Responsabilité
Responsable de département : Informatique
Contact :
Nous écrire
Téléphone
ENSISA Batiment I
Page personnelle
Domaines d'expertise
data science, artificial intelligence, machine learning, data mining, time series classification, big data, deep learning.
Description
I'm a Professor of Computer Science at Université de Haute Alsace and IRIMAS Institute (MSD team). I'm working on artificial intelligence and data science with a special interest in processing time series with deep learning approaches. I apply my work to different fields including geosciences, surgical data science and motion analysis. I'm also Vice-President in charge of Artificial Intelligence and Digital Transformation of the Univ. Haute-Alsace and Deputy Director of the IRIMAS Institute.
Publications
-
Computers in Biology and Medicine
-
Unsupervised Trajectory Segmentation for Surgical Gesture Recognition in Robotic Training (2016) ArticleIEEE Transactions on Biomedical Engineering
-
Faster and more accurate classification of time series by exploiting a novel dynamic time warping averaging algorithm (2016) ArticleKnowledge and Information Systems (KAIS)
-
International Symposium on Image and Signal Processing and Analysis (ISPA)
-
International Conference on Artificial Intelligence in Medicine (AIME)