Germain Forestier

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Jonathan WeberFull Professor of Computer Science, Université de Haute-AlsaceDirección de correo verificada de uha.fr
Cédric WemmertFull Professor, ICube, University of StrasbourgDirección de correo verificada de unistra.fr
Lhassane IdoumgharFull Professor - Exceptional-Class 2 - in Computer Science, University of Haute-AlsaceDirección de correo verificada de uha.fr
Hassan Ismail FawazMachine Learning Researcher at Beyond LimitsDirección de correo verificada de beyond.ai
Pierre-Alain MullerProfesseur d'informatique, Président de l'Université de Haute-AlsaceDirección de correo verificada de uha.fr
François PetitjeanAustralian GovernmentDirección de correo verificada de pm.me
Pierre GancarskiUniversité de Strasbourg - ICubeDirección de correo verificada de unistra.fr
Pierre JanninMediCIS, LTSI, Inserm, Université de RennesDirección de correo verificada de univ-rennes1.fr
Geoff WebbProfessor, Department of Data Science and Artificial Intelligence, Monash UniversityDirección de correo verificada de monash.edu
Maxime DevanneAssociate Professor of Computer Science, Université de Haute AlsaceDirección de correo verificada de uha.fr
Friedrich FeuerhakeAssociate Professor of Neuropathology, Freiburg UniversityDirección de correo verificada de uniklinik-freiburg.de
Laurent Riffaudprofesseur des universités, Université de Rennes 1, neurochirurgien des hôpitauxDirección de correo verificada de chu-rennes.fr
Daniel SchmidtAssociate Professor, Faculty of Information Technology, Monash UniversityDirección de correo verificada de monash.edu
Eamonn KeoghDistinguished Professor of Computer Science, University of California - RiversideDirección de correo verificada de cs.ucr.edu
Bernard GibaudChercheur Inserm, Université de Rennes 1Dirección de correo verificada de univ-rennes1.fr
Ali Ismail-FawazPhD Student in Computer Science, Université de Haute AlsaceDirección de correo verificada de uha.fr
Thomas NeumuthEngineer and Computer Scientist, ProfessorDirección de correo verificada de neumuth.de
Mariem MahfoudhAssociate Professor of Computer Science, University of KairouanDirección de correo verificada de loria.fr
Tristan GlatardCentre for Addiction and Mental Health (CAMH)Dirección de correo verificada de camh.ca
benjamin lucasNAUDirección de correo verificada de nau.edu

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Germain Forestier

Full Professor of Computer Science, Université de Haute Alsace

Dirección de correo verificada de uha.fr - Página principal

Time Series Machine Learning Data Mining Artificial Intelligence Deep Learning


Título Ordenar por citas Ordenar por año Ordenar por título	Citado por Citado por	Año
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	3587	2019
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	1361*	2019
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	449	2017
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	374	2018
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	321	2014
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	272	2022
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	268	2019
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	224	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	219	2017
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	158	2021
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	150	2016
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	140	2018
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	133	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	126	2012
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	125	2019
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	125	2013
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	122	2015
Collaborative clustering with background knowledge G Forestier, P Gancarski, C Wemmert Data & Knowledge Engineering 69 (2), 211-228, 2010	121	2010
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	108	2012
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	103	2018

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