Publications

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)
Efficient search of the best warping window for Dynamic Time Warping (2018) Communication

Chang Wei Tan, Matthieu Herrmann, Germain Forestier, Geoffrey Webb, François Petitjean

SIAM International Conference on Data Mining (SDM)
Category Theory for Optimization (2018) Communication

Heng Zhao, Laurent Thiry, Michel Hassenforder

2018 IEEE 12th International Conference on Semantic Computing (ICSC)
Evaluation of Contactless Human-Machine Interface for Robotic Surgical Training (2018) Article

Fabien Despinoy, Nabil Zemiti, Germain Forestier, Luis Alonso Sanchez Secades, Pierre Jannin, Philippe Poignet

International Journal of Computer Assisted Radiology and Surgery

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Publications

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