Weber Jonathan

Professor • HDR

Department & Team

Computer Science MSD

Responsibility

Team Head: MSD

Contact:

Nous écrire

Téléphone

3.43

Personal page

https://www.jonathan-weber.eu

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

InceptionTime: Finding AlexNet for time series classification (2020) Article

Hassan Ismail Fawaz, Benjamin Lucas, Germain Forestier, Charlotte Pelletier, Daniel F Schmidt, Jonathan Weber, Geoffrey I Webb, Lhassane Idoumghar, Pierre-Alain Muller, François Petitjean

Data Mining and Knowledge Discovery
Knowledge-Based Categorization of Scientific Articles for Similarity Predictions (2020) Conference paper

Nolwenn Bernard, Jonathan Weber, Germain Forestier, Michel Hassenforder, Bastien Latard

International Conference on Theory and Practice of Digital Libraries (TPDL)
Real-Time Detection of Glomeruli in Renal Pathology (2020) Conference paper

Robin Heckenauer, Jonathan Weber, Cedric Wemmert, Friedrich Feuerhake, Michel Hassenforder, Pierre-Alain Muller, Germain Forestier

IEEE International Symposium on Computer-Based Medical Systems (CBMS)
Automated Machine Learning for Information Retrieval in Scientific Articles (2020) Conference paper

Hojjat Rakhshani, Bastien Latard, Mathieu Brevilliers, Jonathan Weber, Julien Lepagnot, Germain Forestier, Michel Hassenforder, Lhassane Idoumghar

IEEE Congress on Evolutionary Computation (CEC)
Neural Architecture Search for Time Series Classification (2020) Conference paper

Hojjat Rakhshani, Hassan Ismael Fawaz, Lhassane Idoumghar, Germain Forestier, Julien Lepagnot, Jonathan Weber, Mathieu Brevilliers, Pierre-Alain Muller

International Joint Conference on Neural Networks (IJCNN)

Jonathan Weber

Areas of Expertise

Description

Publications