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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CMAJ
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International Symposium on Image and Signal Processing and Analysis (ISPA)
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ECML/PKDD Workshop on Machine Learning for Earth Observation Data (MACLEAN)
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Accurate and interpretable evaluation of surgical skills from kinematic data using fully convolutional neural networks (2019) ArticleInternational Journal of Computer Assisted Radiology and Surgery
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International Joint Conference on Neural Networks (IJCNN) 2019