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
-
Augmentation de données pour la classification de séries temporelles par réseaux de neurones profonds résiduels (2019) Conference paperJournées Francophones Extraction et Gestion des Connaissances (EGC)
-
IEEE International Conference on Big Data (Big Data)
-
Evaluating Surgical Skills from Kinematic Data Using Convolutional Neural Networks (2018) Conference paperMedical Image Computing and Computer Assisted Intervention (MICCAI)
-
Data augmentation using synthetic data for time series classification with deep residual networks (2018) Conference paperECML/PKDD Workshop on Advanced Analytics and Learning on Temporal Data (AALTD)
-
Artificial Intelligence in Medicine