Professor • HDR
Department & Team
Computer Science
MSD
Responsibility
Team Head: MSD
Contact:
Nous écrire
Téléphone
3.43
Personal page
Areas of Expertise
- Deep Learning
- Time series classification
- Data Science
- Machine Learning
- Computer Vision
- Pattern Recognition
- Frugal AI
Description
I am full professor in Computer Science at the Université de Haute-Alsace in France. I am mainly interested in research problems involving temporal data analysis from different sources (sensors, image, text, etc.) mainly using deep learning approaches. Check my personal webpage for a more complete description of my work and a comprehensive listing of my publications (https://www.jonathan-weber.eu).
Publications
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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
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Enhancing Time Series Classification with Diversity-Driven Neural Network Ensembles (2025) Conference paperIEEE International Joint Conference on Neural Networks (IJCNN)
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Étude Comparative des CNNs et des Vision-Language Models pour la Classification d'Images de Graphiques (2025) Conference paperORASIS 2025
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Establishing a unified evaluation framework for human motion generation: A comparative analysis of metrics (2025) ArticleComputer Vision and Image Understanding
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A Comparative Study of CNNs and Vision-Language Models for Chart Image Classification (2025) Conference paperInternational Conference on Agents and Artificial Intelligence (ICAART)