Pierre-Alain Müller

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

Qualifying input test data for model transformations

Franck Fleurey, Benoît Baudry, Pierre-Alain Müller et al. · Software & Systems Modeling · 2007 · 92 citations · Full text

Computing, Systems Engineering, Formal Methods +12