Professor
Department & Team
Computer Science
MSD
Responsibility
Department Head: Computer Science
Contact:
Nous écrire
Téléphone
ENSISA Batiment I
Personal page
Areas of 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
-
Multi-modality image simulation with the Virtual Imaging Platform: Illustration on cardiac echography and MRI (2012) Conference paperIEEE International Symposium on Biomedical Imaging (ISBI)
-
Clustering de séquences d'activités pour l'étude de procédures neurochirurgicales (2012) Conference paper12e Conférence Internationale Francophone sur l'Extraction et la Gestion des Connaissances
-
Journal of Biomedical Informatics
-
Assessment of surgical skills using Surgical Processes and Dynamic Time Warping (2011) Conference paperM2CAI 2011 (MICCAI workshop) - Modelling and Monitoring of Computer-Assisted Intervention
-
Multi-modality medical image simulation of biological models with the Virtual Imaging Platform (VIP) (2011) Conference paperInternational Symposium on Computer-Based Medical Systems (CBMS)