עקוב אחר
Germain Forestier
Germain Forestier
Full Professor of Computer Science, Université de Haute Alsace
כתובת אימייל מאומתת בדומיין uha.fr - דף הבית
כותרת
צוטט על ידי
צוטט על ידי
שנה
InceptionTime: Finding AlexNet for Time Series Classification‏
HI Fawaz, B Lucas, G Forestier, C Pelletier, DF Schmidt, J Weber, ...‏
Data Mining and Knowledge Discovery 34 (6), 1936-1962, 2019‏
1430*2019
Deep learning for time series classification: a review‏
HI Fawaz, G Forestier, J Weber, L Idoumghar, PA Muller‏
Data Mining and Knowledge Discovery 33 (4), 917-963, 2019‏
9682019
Surgical data science for next-generation interventions‏
L Maier-Hein, SS Vedula, S Speidel, N Navab, R Kikinis, A Park, ...‏
Nature Biomedical Engineering 1 (9), 691-696, 2017‏
4542017
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
3972018
Dynamic time warping averaging of time series allows faster and more accurate classification‏
F Petitjean, G Forestier, GI Webb, AE Nicholson, Y Chen, E Keogh‏
Data Mining (ICDM), 2014 IEEE International Conference on, 470-479, 2014‏
3282014
Surgical data science–from concepts toward clinical translation‏
L Maier-Hein, M Eisenmann, D Sarikaya, K März, T Collins, A Malpani, ...‏
Medical image analysis 76, 102306, 2022‏
2862022
Generating synthetic time series to augment sparse datasets‏
G Forestier, F Petitjean, HA Dau, GI Webb, E Keogh‏
Data Mining (ICDM), 2017 IEEE International Conference on, 865-870, 2017‏
2252017
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
2062018
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
1922019
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
1702021
Faster and more accurate classification of time series by exploiting a novel dynamic time warping averaging algorithm‏
F Petitjean, G Forestier, GI Webb, AE Nicholson, Y Chen, E Keogh‏
Knowledge and Information Systems 47 (1), 1-26, 2016‏
1562016
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
1432018
Ontology-based object recognition for remote sensing image interpretation‏
N Durand, S Derivaux, G Forestier, C Wemmert, P Gançarski, O Boussaid, ...‏
Tools with Artificial Intelligence, 2007. ICTAI 2007. 19th IEEE …, 2007‏
1352007
Unsupervised Trajectory Segmentation for Surgical Gesture Recognition in Robotic Training‏
F Despinoy, D Bouget, G Forestier, C Penet, N Zemiti, P Poignet, P Jannin‏
IEEE Transactions on Biomedical Engineering 63 (6), 1280--1291, 2015‏
1282015
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
1272019
A virtual imaging platform for multi-modality medical image simulation‏
T Glatard, C Lartizien, B Gibaud, RF Da Silva, G Forestier, F Cervenansky, ...‏
IEEE Transactions on Medical Imaging 32 (1), 110-118, 2013‏
1262013
Knowledge-based region labeling for remote sensing image interpretation‏
G Forestier, A Puissant, C Wemmert, P Gançarski‏
Computers, Environment and Urban Systems 36 (5), 470-480, 2012‏
1262012
Collaborative clustering with background knowledge‏
G Forestier, P Gancarski, C Wemmert‏
Data & Knowledge Engineering 69 (2), 211-228, 2010‏
1222010
Classification of surgical processes using dynamic time warping‏
G Forestier, F Lalys, L Riffaud, B Trelhu, P Jannin‏
Journal of Biomedical Informatics 45 (2), 255-264, 2012‏
1092012
Optimizing dynamic time warping’s window width for time series data mining applications‏
HA Dau, DF Silva, F Petitjean, G Forestier, A Bagnall, A Mueen, E Keogh‏
Data mining and knowledge discovery 32, 1074-1120, 2018‏
1052018
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מאמרים 1–20