Lhassane Idoumghar

Lhassane Idoumghar

Universite de Haute-Alsace - Mulhouse / France
Engineering & Technology / Computer Science
AD Scientific Index ID: 1707777
University of Haute-Alsace
person_outline Lhassane Idoumghar's MOST POPULAR ARTICLES
1-) Deep learning for time series classification: a reviewH Ismail Fawaz, G Forestier, J Weber, L Idoumghar, PA MullerData mining and knowledge discovery 33 (4), 917-963, 201918652019
2-) Inceptiontime: Finding alexnet for time series classificationH Ismail Fawaz, B Lucas, G Forestier, C Pelletier, DF Schmidt, J Weber, ...Data Mining and Knowledge Discovery 34 (6), 1936-1962, 20204662020
3-) Transfer learning for time series classificationHI Fawaz, G Forestier, J Weber, L Idoumghar, PA Muller2018 IEEE international conference on big data (Big Data), 1367-1376, 20181942018
4-) Adversarial attacks on deep neural networks for time series classificationHI Fawaz, G Forestier, J Weber, L Idoumghar, PA Muller2019 International Joint Conference on Neural Networks (IJCNN), 1-8, 20192722019
5-) Data augmentation using synthetic data for time series classification with deep residual networksHI Fawaz, G Forestier, J Weber, L Idoumghar, PA MullerarXiv preprint arXiv:1808.02455, 20182152018