Publications

Adversarial Attacks on Deep Neural Networks for Time Series Classification (2019) Communication

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) Communication

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) Communication

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) Communication

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
Evaluating Surgical Skills from Kinematic Data Using Convolutional Neural Networks (2018) Communication

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

Medical Image Computing and Computer Assisted Intervention (MICCAI)
Role of Task Complexity and Training in Crowdsourced Image Annotation (2018) Communication

Nadine Schaadt, Anne Grote, Germain Forestier, Cédric Wemmert, Friedrich Feuerhake

MICCAI Workshop on Computational Pathology
Data augmentation using synthetic data for time series classification with deep residual networks (2018) Communication

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

ECML/PKDD Workshop on Advanced Analytics and Learning on Temporal Data (AALTD)

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Publications

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