Germain Forestier

Surgical data science for next-generation interventions

Lena Maier‐Hein, S. Swaroop Vedula, Stefanie Speidel et al. · Nature Biomedical Engineering · 2017 · 534 citations · Full text

Medicine, Data Science, Surgery +12

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

Dynamic Time Warping Averaging of Time Series Allows Faster and More Accurate Classification

François Petitjean, Germain Forestier, Geoffrey I. Webb et al. · 2014 · 237 citations · Full text

Computing, Computer Science, Data Science +14

Generating Synthetic Time Series to Augment Sparse Datasets

Germain Forestier, François Petitjean, Hoang Anh Dau et al. · 2017 · 179 citations · Full text

Computing, Computer Science, Data Mining +7

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