Introduction and Research Topics
The MSD research group is part of the IRIMAS Institute from Université de Haute-Alsace, in Mulhouse. The research carried out by the MSD team concerns modeling and data science and focuses on theories and algorithms for extracting knowledge from large masses of data, generated by computer systems. Our work is in the fields of artificial intelligence, machine learning, data mining, big data and deep learning (check our GitHub page). In particular, our group has specific skills in the analysis of time series.
Keywords : artificial intelligence, data science, machine learning, deep learning, time series, medical images, human motion.
Team members
Permanent members
Devanne Maxime
Assoc. Prof. / HDR
Fondement Frederic
Assoc. Prof.
Forestier Germain
Prof.
Hassenforder Michel
Prof.
Ismail Fawaz Ali El Hadi
Assoc. Prof.
Meyer Cyril
Assoc. Prof.
Muller Pierre-Alain
Prof.
Perronne Jean-Marc
Prof.
Studer Philippe
Assoc. Prof.
Thiry Laurent
Assoc. Prof. / HDR
Weber Jonathan
Prof. / HDR
Research Activities
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A Standardized Benchmark for Skeleton-Based Rehabilitation Assessment Using Deep Learning (2026) Conference paper2026 IEEE 20th International Conference on Automatic Face and Gesture Recognition (FG)
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18th International Conference on Computer Supported Education
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13e Colloque international en éducation
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Self‐Supervised Learning Based Clustering Workflow for Exploring Seismological Data From Dense Networks (2025) ArticleJournal of Geophysical Research. Machine Learning and Computation
Research and Doctoral studies
Classification et évaluation des appels d’urgence médicale par apprentissage profond multimodale et analyse vocale
Samuel Lebot
Directeur(s) de thèse : Cédric Wemmert, Germain Forestier and Baptiste Lafabregue, Delphine Bernhard
Development of Efficient Deep Learning Methods for Earth Observation Data
Victor Thiebaut
Directeur(s) de thèse : Germain Forestier, Anne Puissant and Ali Ismail-Fawaz, Cyril Meyer
Contributions à l’analyse de séries temporelles de mouvements humains. Applications à l’évaluation d’exercices de rééducation
Maxime Devanne
Des pixels aux neurones en passant par les métriques
Jonathan Weber
Contact the team
Team Leader
Pr Jonathan WEBER
- Send Us a Message
- Téléphone
MSD Team
- ENSISA, 12 rue des Frères Lumière, 68093 Mulhouse
From the Mulhouse train station:
- Take bus line 31 or 51 to the University stop, or bus line 21 to the Lumière stop at the top of the campus.
From the Mulhouse train station:
- Take Tram Line 1 to the Porte Jeune stop,
- then take Tram Line 2 to the Université stop,
- then a 5-minute walk.
Depuis l’autoroute A36 :
- take Exit 16a,
- Take the D68 toward “Centre”; the campus is a 5-minute drive away.