Lhassane Idoumghar

Transfer learning for time series classification

Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber et al. · 2018 · 270 citations · Full text

Computing, Computer Science, Computer Vision +15

Adversarial Attacks on Deep Neural Networks for Time Series Classification

Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber et al. · 2019 · 138 citations · Full text

Computing, Computer Science, Cybersecurity +13

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

Nursing, Surgery, Computer Vision +14

Deep Neural Network Ensembles for Time Series Classification

Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber et al. · 2019 · 94 citations · Full text

Computing, Computer Science, Machine Learning +11

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 · 82 citations · Full text

Computing, Computer Science, Artificial Intelligence +14