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
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Multi-modality image simulation with the Virtual Imaging Platform: Illustration on cardiac echography and MRI (2012) CommunicationIEEE International Symposium on Biomedical Imaging (ISBI)
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Clustering de séquences d'activités pour l'étude de procédures neurochirurgicales (2012) Communication12e Conférence Internationale Francophone sur l'Extraction et la Gestion des Connaissances
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Journal of Biomedical Informatics
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Assessment of surgical skills using Surgical Processes and Dynamic Time Warping (2011) CommunicationM2CAI 2011 (MICCAI workshop) - Modelling and Monitoring of Computer-Assisted Intervention
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Multi-modality medical image simulation of biological models with the Virtual Imaging Platform (VIP) (2011) CommunicationInternational Symposium on Computer-Based Medical Systems (CBMS)