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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Self-supervised learning for the exploration of continuous seismic records at the Fani Maoré submarine volcano (Mayotte) (2024) Conference paperEuropean Geosciences Union General Assembly 2024 (EGU24)
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Weighted Average of Human Motion Sequences for Improving Rehabilitation Assessment (2024) Conference paperECML/PKDD Workshop on Advanced Analytics and Learning on Temporal Data (AALTD)
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Études & Pédagogies
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Improving Urban Tree Species Classification with High Resolution Satellite Imagery and Machine Learning (2024) Conference paperIEEE International Geoscience and Remote Sensing Symposium (IGARSS)
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A Supervised Variational Auto-encoder for Human Motion Generation Using Convolutional Neural Networks (2024) Conference paperInternational Conference on Pattern Recognition and Artificial Intelligence (ICPRAI)