Hassan Ismail Fawaz
TitoloCitata daAnno
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
822019
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
202018
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
192018
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
142018
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
112018
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
32019
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
22019
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
1*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
12019
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
Il sistema al momento non può eseguire l'operazione. Riprova più tardi.
Articoli 1–11