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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Enhancing Time Series Classification with Diversity-Driven Neural Network Ensembles (2025) CommunicationIEEE International Joint Conference on Neural Networks (IJCNN)
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Prédiction du risque d'échec dans un MOOC : une approche basée sur l'analyse des séries temporelles multivariées (2025) Communication12e conférence sur les environnements informatiques pour l’apprentissage humain (Eiah) 2025
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Étude Comparative des CNNs et des Vision-Language Models pour la Classification d'Images de Graphiques (2025) CommunicationORASIS 2025
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Software and seminar format to jointly teach computational pathology in biomedical and computational academic curricula (2025) PosterEuropean Congress on Digital Pathology
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IEEE International Symposium on Computer-Based Medical Systems (CBMS)