| Deep learning for time series classification: a review H Ismail Fawaz, G Forestier, J Weber, L Idoumghar, PA Muller Data Mining and Knowledge Discovery 33 (4), 917–963, 2019 | 64 | 2019 |
| Transfer learning for time series classification H Ismail Fawaz, G Forestier, J Weber, L Idoumghar, PA Muller 2018 IEEE International Conference on Big Data (Big Data), 1367-1376, 2018 | 19 | 2018 |
| Evaluating surgical skills from kinematic data using convolutional neural networks H Ismail Fawaz, G Forestier, J Weber, L Idoumghar, PA Muller International Conference on Medical Image Computing and Computer-Assisted …, 2018 | 16 | 2018 |
| Data augmentation using synthetic data for time series classification with deep residual networks H Ismail Fawaz, G Forestier, J Weber, L Idoumghar, PA Muller arXiv preprint arXiv:1808.02455, 2018 | 13 | 2018 |
| Surgical motion analysis using discriminative interpretable patterns G Forestier, F Petitjean, P Senin, F Despinoy, A Huaulmé, H Ismail Fawaz, ... Artificial Intelligence in Medicine 91, 3-11, 2018 | 11 | 2018 |
| Deep neural network ensembles for time series classification H Ismail Fawaz, G Forestier, J Weber, L Idoumghar, PA Muller arXiv preprint arXiv:1903.06602, 2019 | 2 | 2019 |
| Adversarial Attacks on Deep Neural Networks for Time Series Classification H Ismail Fawaz, G Forestier, J Weber, L Idoumghar, PA Muller arXiv preprint arXiv:1903.07054, 2019 | 2 | 2019 |
| Automatic alignment of surgical videos using kinematic data H Ismail Fawaz, G Forestier, J Weber, F Petitjean, L Idoumghar, PA Muller Conference on Artificial Intelligence in Medicine in Europe, 104-113, 2019 | 1 | 2019 |
| InceptionTime: Finding AlexNet for Time Series Classification H Ismail Fawaz, B Lucas, G Forestier, C Pelletier, DF Schmidt, J Weber, ... arXiv preprint arXiv:1909.04939, 2019 | | 2019 |
| Accurate and interpretable evaluation of surgical skills from kinematic data using fully convolutional neural networks H Ismail Fawaz, G Forestier, J Weber, L Idoumghar, PA Muller International Journal of Computer Assisted Radiology and Surgery, 1-7, 2019 | | 2019 |
| Augmentation de données pour la classification de séries temporelles par réseaux de neurones profonds résiduels. H Ismail Fawaz, G Forestier, J Weber, L Idoumghar, PA Muller EGC, 375-376, 2019 | | 2019 |
Lhassane IdoumgharFull Professor - First Class - in Computer Science, Haute Alsace UniversityVerified email at uha.fr