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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Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD) - International Workshop on Temporal Analytics
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Deep Learning for Time Series Classification and Extrinsic Regression: A Current Survey (2024) ArticleACM Computing Surveys
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Self-supervised learning of seismological data reveals new eruptive sequences at the Mayotte submarine volcano (2024) ArticleGeophysical Journal International
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Time series adversarial attacks: an investigation of smooth perturbations and defense approaches (2023) ArticleInternational Journal of Data Science and Analytics
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IEEE International Conference on Data Science and Advanced Analytics (DSAA)