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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International Workshop on Pattern Mining and Application of Big Data, PAKDD
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International Journal of Computer Assisted Radiology and Surgery
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Algebraic graph transformations for formalizing ontology changes and evolving ontologies (2015) ArticleKnowledge-Based Systems
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Apprentissage de règles floues pour caractériser des objets d'intérêt dans une image de télédétection (2015) ArticleRevue des Nouvelles Technologies de l'Information
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Dynamic Time Warping Averaging of Time Series allows Faster and more Accurate Classification (2014) CommunicationIEEE International Conference on Data Mining (ICDM)