Pierre-Alain Muller

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Germain ForestierFull Professor of Computer Science, Université de Haute AlsaceVerified email at uha.fr
Hassan Ismail FawazMachine Learning Researcher at Beyond LimitsVerified email at beyond.ai
Jonathan WeberFull Professor of Computer Science, Université de Haute-AlsaceVerified email at uha.fr
Lhassane IdoumgharFull Professor - Exceptional-Class 2 - in Computer Science, University of Haute-AlsaceVerified email at uha.fr
Frédéric FONDEMENTUniversité de Haute AlsaceVerified email at uha.fr
Franck FleureyTelluVerified email at fleurey.com
Jean-Marc JezequelProfessor of Software Engineering, Univ Rennes, CNRS, Inria, IRISAVerified email at irisa.fr
Jean BezivinUniversity of NantesVerified email at univ-nantes.fr
François PetitjeanAustralian GovernmentVerified email at pm.me
Benoit BaudryProfessor of Software Engineering, Université de MontréalVerified email at umontreal.ca
Sebastien GerardCEA ListVerified email at cea.fr
Geoff WebbProfessor, Department of Data Science and Artificial Intelligence, Monash UniversityVerified email at monash.edu
Yves Le TraonProfessor of Computer Science, University of LuxembourgVerified email at uni.lu
Didier VojtisekInria, Univ Rennes, CNRS, IRISAVerified email at inria.fr
Tony ClarkAPVC, College of Engineering and Physical Science, Aston University, Birmingham, UKVerified email at aston.ac.uk
Damien PolletMaître de conférences, Université Lille 1Verified email at inria.fr
Benoit CombemaleFull Professor of Software Engineering, University of Rennes, IRISA & ESIRVerified email at irisa.fr
Vinh-Trung LuuMIPS, Université de Haute-AlsaceVerified email at uha.fr
Pierre JanninMediCIS, LTSI, Inserm, Université de RennesVerified email at univ-rennes1.fr
Laurent Thirymaître de conférence, Université de Haute AlsaceVerified email at uha.fr

Pierre-Alain Muller

Professeur d'informatique, Président de l'Université de Haute-Alsace

Verified email at uha.fr

software engineering modeling meta-modeling UML AI


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
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	3338	2019
Inceptiontime: Finding alexnet for time series classification H Ismail Fawaz, B Lucas, G Forestier, C Pelletier, DF Schmidt, J Weber, ... Data Mining and Knowledge Discovery 34 (6), 1936-1962, 2020	1226	2020
Weaving executability into object-oriented meta-languages PA Muller, F Fleurey, JM Jézéquel International Conference on Model Driven Engineering Languages and Systems …, 2005	693	2005
Modélisation objet avec UML PA Muller, N Gaertner Eyrolles 514, 235, 2000	518	2000
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	353	2018
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	255	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	209	2018
Instant Uml PA Muller Wrox Press Ltd., 1997	186*	1997
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	132	2018
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	119	2019
Qualifying input test data for model transformations F Fleurey, B Baudry, PA Muller, YL Traon Software & Systems Modeling 8, 185-203, 2009	114	2009
On executable meta-languages applied to model transformations PA Muller, F Fleurey, D Vojtisek, Z Drey, D Pollet, F Fondement, P Studer, ... Model transformations in practice workshop, 2005	108	2005
Platform independent Web application modeling and development with Netsilon PA Muller, P Studer, F Fondement, J Bézivin Software & Systems Modeling 4, 424-442, 2005	99	2005
MDA components: Challenges and Opportunities J Bézivin, S Gérard, PA Muller, L Rioux Workshop on Metamodelling for MDA, 23-41, 2003	98	2003
Modeling modeling modeling PA Muller, F Fondement, B Baudry, B Combemale Software & Systems Modeling 11, 347-359, 2012	88	2012
Model-driven analysis and synthesis of concrete syntax PA Muller, F Fleurey, F Fondement, M Hassenforder, R Schneckenburger, ... Model Driven Engineering Languages and Systems: 9th International Conference …, 2006	87	2006
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	63	2018
Modelado de Objetos con UML PA Muller Gestión 2000, 1997	59	1997
Exploiting model driven technology: a tale of two startups T Clark, PA Muller Software & Systems Modeling 11, 481-493, 2012	49	2012
Towards dependable model transformations: Qualifying input test data F Fleurey, B Baudry, PA Muller, Y Le Traon Software and Systems Modeling, 2007	42	2007

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