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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Constrained distance based clustering for time-series: a comparative and experimental study (2018) ArticleData Mining and Knowledge Discovery
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Catégorisation d'articles scientifiques basée sur les relations sémantiques des mots-clés (2018) CommunicationEGC 2018
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Judicious Setting of Dynamic Time Warping's Window Width Allows More Accurate Classification of Time Series (2017) CommunicationIEEE International Conference on Big Data (Big Data)
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IEEE International Conference on Data Mining (ICDM)
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Using Semantic Relations between Keywords to Categorize Articles from Scientific Literature (2017) CommunicationIEEE International Conference on Tools with Artificial Intelligence (ICTAI)