Hassan Ismail Fawaz

Transfer learning for time series classification

Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber et al. · 2018 · 264 citations · Full text

Adversarial Attacks on Deep Neural Networks for Time Series Classification

Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber et al. · 2019 · 135 citations · Full text

Artificial Intelligence, Data Augmentation, Convolutional Neural Network +15

Accurate and interpretable evaluation of surgical skills from kinematic data using fully convolutional neural networks

Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber et al. · univOAK (4 institutions : Université de Strasbourg, Université de Haute Alsace, INSA Strasbourg, Bibliothèque Nationale et Universitaire de Strasbourg) · 2019 · 105 citations · Full text

Deep Neural Network Ensembles for Time Series Classification

Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber et al. · 2019 · 93 citations · Full text

Natural Language Processing, Convolutional Neural Network, Deep Neural Networks +15

Data augmentation using synthetic data for time series classification\n with deep residual networks

Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber et al. · arXiv (Cornell University) · 2018 · 80 citations · Full text