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
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MICCAI Workshop on Computational Pathology
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Data augmentation using synthetic data for time series classification with deep residual networks (2018) Conference paperECML/PKDD Workshop on Advanced Analytics and Learning on Temporal Data (AALTD)
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Artificial Intelligence in Medicine
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International Journal of Computer Assisted Radiology and Surgery
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International Journal of Computer Assisted Radiology and Surgery