Publications

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
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)
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)
Learn and Participate: Crowdsourcing of Image Annotation Supports Interactive Teaching in Histopathology and Involves Medical Students in Systems Medicine Research (2018) Communication

Anne Grote, Nadine S. Schaadt, Germain Forestier, Cédric Wemmert, Friederich Feuerhake

Conference of the European Association of Systems Medicine: Big Data - Transition to Practice, Utrecht, Netherlands, janvier 2018
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
Judicious Setting of Dynamic Time Warping's Window Width Allows More Accurate Classification of Time Series (2017) Communication

Hoang Anh Dau, Diego Furtado Silva, Francois Petitjean, Germain Forestier, Anthony Bagnall, Eamonn Keogh

IEEE International Conference on Big Data (Big Data)
Generating Synthetic Time Series to Augment Sparse Datasets (2017) Communication

Germain Forestier, Francois Petitjean, Hoang Anh Dau, Geoffrey Webb, Eamonn Keogh

IEEE International Conference on Data Mining (ICDM)
Using Semantic Relations between Keywords to Categorize Articles from Scientific Literature (2017) Communication

Bastien Latard, Jonathan Weber, Germain Forestier, Michel Hassenforder

IEEE International Conference on Tools with Artificial Intelligence (ICTAI)

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Publications

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