Publications

Intelligence artificielle et analyse d’images histologiques : Opportunités et challenges (2020) Article

Cédric Wemmert, Jonathan Weber, Germain Forestier

Revue Française d'Histotechnologie
Transfer learning for the classification of video-recorded crowd movements (2019) Conference paper

Mounir Bendali-Braham, Jonathan Weber, Germain Forestier, Lhassane Idoumghar, Pierre-Alain Muller

International Symposium on Image and Signal Processing and Analysis (ISPA)
Deep Neural Network Ensembles for Time Series Classification (2019) Conference paper

Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller

International Joint Conference on Neural Networks (IJCNN) 2019
Adversarial Attacks on Deep Neural Networks for Time Series Classification (2019) Conference paper

Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller

International Joint Conference on Neural Networks (IJCNN)
Deep learning for time series classification: a review (2019) Article

Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller

Data Mining and Knowledge Discovery
Automatic Alignment of Surgical Videos Using Kinematic Data (2019) Conference paper

Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, François Petitjean, Lhassane Idoumghar, Pierre-Alain Muller

International Conference on Artificial Intelligence in Medicine (AIME)
Functional and Efficient Query Interpreters: Principle, Application and Performances’ Comparison (2019) Article

Laurent Thiry, Michel Hassenforder

International Journal of Computer and Information Engineering
Augmentation de données pour la classification de séries temporelles par réseaux de neurones profonds résiduels (2019) Conference paper

Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller

Journées Francophones Extraction et Gestion des Connaissances (EGC)
Transfer learning for time series classification (2018) Conference paper

Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller

IEEE International Conference on Big Data (Big Data)
Categories for (Big) Data models and optimization (2018) Article

Laurent Thiry, Heng Zhao, Michel Hassenforder

Journal of Big Data

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