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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Crowdsourcing of Histological Image Labeling and Object Delineation by Medical Students (2019) ArticleIEEE Transactions on Medical Imaging
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IEEE International Symposium on Biomedical Imaging (ISBI)
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Augmentation de données pour la classification de séries temporelles par réseaux de neurones profonds résiduels (2019) Conference paperJournées Francophones Extraction et Gestion des Connaissances (EGC)
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IEEE International Conference on Big Data (Big Data)
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Evaluating Surgical Skills from Kinematic Data Using Convolutional Neural Networks (2018) Conference paperMedical Image Computing and Computer Assisted Intervention (MICCAI)