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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Weakly Supervised Learning using Attention gates for colon cancer histopathological image segmentation (2022) ArticleArtificial Intelligence in Medicine
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Estimation de la trajectoire d’un projectile ajustée dynamiquement par un réseau de neurones (2022) Conference paperXXVIIIème Colloque Francophone de Traitement du Signal et des Images, GRETSI'22
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IEEE International Conference on Tools with Artificial Intelligence (ICTAI)
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End-to-end deep representation learning for time series clustering: a comparative study (2021) ArticleData Mining and Knowledge Discovery
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International Symposium on Image and Signal Processing and Analysis (ISPA)