| 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 | 541 | 2019 |
| 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 | 200 | 2014 |
| 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 | 119 | 2007 |
| 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 | 110 | 2012 |
| 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 | 103 | 2013 |
| 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 | 99 | 2017 |
| Collaborative clustering with background knowledge G Forestier, P Gancarski, C Wemmert Data & Knowledge Engineering 69 (2), 211-228, 2010 | 95 | 2010 |
| 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 | 94 | 2016 |
| 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 | 81 | 2012 |
| 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 | 71 | 2015 |
| Supervised image segmentation using watershed transform, fuzzy classification and evolutionary computation S Derivaux, G Forestier, C Wemmert, S Lefèvre Pattern Recognition Letters 31 (15), 2364-2374, 2010 | 71 | 2010 |
| 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 | 63 | 2018 |
| 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 | 47 | 2017 |
| Evaluating surgical skills from kinematic data using convolutional neural networks HI Fawaz, G Forestier, J Weber, L Idoumghar, PA Muller International Conference on Medical Image Computing and Computer-Assisted …, 2018 | 46 | 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, arXiv: 1808.02455, 2018 | 46* | 2018 |
| Multiresolution remote sensing image clustering C Wemmert, A Puissant, G Forestier, P Gançarski IEEE Geoscience and Remote Sensing Letters 6 (3), 533-537, 2009 | 39 | 2009 |
| Multi-site study of surgical practice in neurosurgery based on Surgical Process Models G Forestier, F Lalys, L Riffaud, D Louis Collins, J Meixensberger, ... Journal of Biomedical Informatics 46 (5), 822-829, 2013 | 36 | 2013 |
| 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 (4), 1074-1120, 2018 | 35 | 2018 |
| Semi-supervised learning using multiple clusterings with limited labeled data G Forestier, C Wemmert Information Sciences 361, 48-65, 2016 | 35 | 2016 |
| 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 | 34 | 2019 |
Cédric WemmertFull Professor, ICube, University of StrasbourgVerified email at unistra.fr
