متابعة
Jonathan Weber
Jonathan Weber
Full Professor of Computer Science, Université de Haute-Alsace
بريد إلكتروني تم التحقق منه على uha.fr - الصفحة الرئيسية
عنوان
عدد مرات الاقتباسات
عدد مرات الاقتباسات
السنة
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
36422019
InceptionTime: Finding AlexNet for Time Series Classification‏
HI Fawaz, B Lucas, G Forestier, C Pelletier, DF Schmidt, J Weber, ...‏
arXiv preprint arXiv:1909.04939, 2019‏
1392*2019
Transfer learning for time series classification‏
HI Fawaz, G Forestier, J Weber, L Idoumghar, PA Muller‏
2018 IEEE International Conference on Big Data (Big Data), 1367-1376, 2018‏
3842018
Adversarial attacks on deep neural networks for time series classification‏
HI Fawaz, G Forestier, J Weber, L Idoumghar, PA Muller‏
2019 International Joint Conference on Neural Networks (IJCNN), 1-8, 2019‏
2772019
Data augmentation using synthetic data for time series classification with deep residual networks‏
HI Fawaz, G Forestier, J Weber, L Idoumghar, PA Muller‏
arXiv preprint arXiv:1808.02455, 2018‏
2202018
Deep learning for colon cancer histopathological images analysis‏
AB Hamida, M Devanne, J Weber, C Truntzer, V Derangère, F Ghiringhelli, ...‏
Computers in Biology and Medicine 136, 104730, 2021‏
1642021
Evaluating surgical skills from kinematic data using convolutional neural networks‏
H Ismail Fawaz, G Forestier, J Weber, L Idoumghar, PA Muller‏
Medical Image Computing and Computer Assisted Intervention–MICCAI 2018: 21st …, 2018‏
1422018
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 14, 1611-1617, 2019‏
1292019
Automatic building extraction in VHR images using advanced morphological operators‏
S Lefèvre, J Weber, D Sheeren‏
Urban Remote Sensing Joint Event, 2007, 1-5, 2007‏
1072007
Recent trends in crowd analysis: A review‏
M Bendali-Braham, J Weber, G Forestier, L Idoumghar, PA Muller‏
Machine Learning with Applications 4, 100023, 2021‏
962021
Tree Leaves Extraction in Natural Images: Comparative Study of Preprocessing Tools and Segmentation Methods‏
M Grand-Brochier, A Vacavant, G Cerutti, C Kurtz, J Weber, L Tougne‏
IEEE Transactions on Image Processing 24 (5), 1549-1560, 2015‏
892015
End-to-end deep representation learning for time series clustering: a comparative study‏
B Lafabregue, J Weber, P Gançarski, G Forestier‏
Data Mining and Knowledge Discovery 36 (1), 29-81, 2022‏
712022
Surgical motion analysis using discriminative interpretable patterns‏
G Forestier, F Petitjean, P Senin, F Despinoy, A Huaulmé, HI Fawaz, ...‏
Artificial intelligence in medicine 91, 3-11, 2018‏
682018
Efficient Satellite Image Time Series Analysis Under Time Warping‏
F Petitjean, J Weber‏
IEEE, 2014‏
592014
Spatial & Spectral Morphological Template Matching‏
J Weber, S Lefèvre‏
Image and Vision Computing 30 (12), 934-945, 2012‏
392012
Coastline extraction in VHR imagery using mathematical morphology with spatial and spectral knowledge‏
A Puissant, S Lefèvre, J Weber‏
352008
A multivariate hit-or-miss transform for conjoint spatial and spectral template matching‏
J Weber, S Lefèvre‏
Image and Signal Processing, 226-235, 2008‏
322008
Deep neural network ensembles for time series classification‏
HI Fawaz, G Forestier, J Weber, L Idoumghar, PA Muller‏
2019 International Joint Conference on Neural Networks (IJCNN), 1-6, 2019‏
31*2019
Neural Architecture Search for Time Series Classification‏
H Rakhshani, HI Fawaz, L Idoumghar, G Forestier, J Lepagnot, J Weber, ...‏
2020 International Joint Conference on Neural Networks (IJCNN), 1-8, 2020‏
292020
Deep learning for time series classification using new hand-crafted convolution filters‏
A Ismail-Fawaz, M Devanne, J Weber, G Forestier‏
2022 IEEE International Conference on Big Data (Big Data), 972-981, 2022‏
272022
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مقالات 1–20