Pierre-Alain Muller

49 papers A 4B 6C 2Misc 1Journal 20Unranked 14

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Time series adversarial attacks: an investigation of smooth perturbations and defense approaches. Int. J. Data Sci. Anal. Gautier Pialla, Hassan Ismail Fawaz, Maxime Devanne, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller, Christoph Bergmeir, Daniel F. Schmidt, Geoffrey I. Webb, Germain Forestier
2023	B	`conf`	Comparison of deep learning architectures for colon cancer mutation detection. CBMS Robin Heckenauer, Jonathan Weber, Cédric Wemmert, Caroline Truntzer, Valentin Derangère, François Ghiringhelli, Michel Hassenforder, Pierre-Alain Muller, Germain Forestier
2022	—	`conf`	Smooth Perturbations for Time Series Adversarial Attacks. PAKDD (1) Gautier Pialla, Hassan Ismail Fawaz, Maxime Devanne, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller, Christoph Bergmeir, Daniel F. Schmidt, Geoffrey I. Webb, Germain Forestier
2021	C	`conf`	Ensemble classification of video-recorded crowd movements. ISPA Mounir Bendali-Braham, Jonathan Weber, Germain Forestier, Lhassane Idoumghar, Pierre-Alain Muller
2020	J	`jnl`	A review of alignment based similarity measures for web usage mining. Artif. Intell. Rev. Vinh-Trung Luu, Germain Forestier, Jonathan Weber, Paul Bourgeois, Fahima Djelil, Pierre-Alain Muller
2020	J	`jnl`	InceptionTime: Finding AlexNet for time series classification. Data Min. Knowl. Discov. Hassan Ismail Fawaz, Benjamin Lucas, Germain Forestier, Charlotte Pelletier, Daniel F. Schmidt, Jonathan Weber, Geoffrey I. Webb, Lhassane Idoumghar, Pierre-Alain Muller, François Petitjean
2020	B	`conf`	Neural Architecture Search for Time Series Classification. IJCNN Hojjat Rakhshani, Hassan Ismail Fawaz, Lhassane Idoumghar, Germain Forestier, Julien Lepagnot, Jonathan Weber, Mathieu Brévilliers, Pierre-Alain Muller
2020	B	`conf`	Real-Time Detection of Glomeruli in Renal Pathology. CBMS Robin Heckenauer, Jonathan Weber, Cédric Wemmert, Friedrich Feuerhake, Michel Hassenforder, Pierre-Alain Muller, Germain Forestier
2019	J	`jnl`	Accurate and interpretable evaluation of surgical skills from kinematic data using fully convolutional neural networks. Int. J. Comput. Assist. Radiol. Surg. Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller
2019	J	`jnl`	Accurate and interpretable evaluation of surgical skills from kinematic data using fully convolutional neural networks. CoRR Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller
2019	B	`conf`	Adversarial Attacks on Deep Neural Networks for Time Series Classification. IJCNN Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller
2019	J	`jnl`	Adversarial Attacks on Deep Neural Networks for Time Series Classification. CoRR Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller
2019	—	`conf`	Augmentation de données pour la classification de séries temporelles par réseaux de neurones profonds résiduels. EGC Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller
2019	B	`conf`	Automatic Alignment of Surgical Videos Using Kinematic Data. AIME Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, François Petitjean, Lhassane Idoumghar, Pierre-Alain Muller
2019	J	`jnl`	Automatic alignment of surgical videos using kinematic data. CoRR Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, François Petitjean, Lhassane Idoumghar, Pierre-Alain Muller
2019	B	`conf`	Deep Neural Network Ensembles for Time Series Classification. IJCNN Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller
2019	J	`jnl`	Deep Neural Network Ensembles for Time Series Classification. CoRR Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller
2019	J	`jnl`	Deep learning for time series classification: a review. Data Min. Knowl. Discov. Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller
2019	J	`jnl`	InceptionTime: Finding AlexNet for Time Series Classification. CoRR Hassan Ismail Fawaz, Benjamin Lucas, Germain Forestier, Charlotte Pelletier, Daniel F. Schmidt, Jonathan Weber, Geoffrey I. Webb, Lhassane Idoumghar, Pierre-Alain Muller, François Petitjean
2019	C	`conf`	Transfer learning for the classification of video-recorded crowd movements. ISPA Mounir Bendali-Braham, Jonathan Weber, Germain Forestier, Lhassane Idoumghar, Pierre-Alain Muller
2018	J	`jnl`	Data augmentation using synthetic data for time series classification with deep residual networks. CoRR Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller
2018	J	`jnl`	Deep learning for time series classification: a review. CoRR Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller
2018	—	`conf`	Evaluating Surgical Skills from Kinematic Data Using Convolutional Neural Networks. MICCAI (4) Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller
2018	J	`jnl`	Evaluating surgical skills from kinematic data using convolutional neural networks. CoRR Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller
2018	—	`conf`	Investigating Learners' Behaviours When Interacting with a Programming Microworld - An Empirical Study Based on Playing Analytics. OCCE Fahima Djelil, Pierre-Alain Muller, Eric Sanchez
2018	J	`jnl`	Surgical motion analysis using discriminative interpretable patterns. Artif. Intell. Medicine Germain Forestier, François Petitjean, Pavel Senin, Fabien Despinoy, Arnaud Huaulmé, Hassan Ismail Fawaz, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller, Pierre Jannin
2018	—	`conf`	Transfer learning for time series classification. IEEE BigData Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller
2018	J	`jnl`	Transfer learning for time series classification. CoRR Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller
2016	—	`conf`	Using Glocal Event Alignment for Comparing Sequences of Significantly Different Lengths. MLDM Vinh-Trung Luu, Mathis Ripken, Germain Forestier, Frédéric Fondement, Pierre-Alain Muller
2016	—	`conf`	Web usage prediction and recommendation using web session clustering. ICDIM Vinh-Trung Luu, Germain Forestier, Mathis Ripken, Frédéric Fondement, Pierre-Alain Muller
2015	—	`conf`	Web Site Audience Segmentation Using Hybrid Alignment Techniques. PAKDD Workshops Vinh-Trung Luu, Germain Forestier, Frédéric Fondement, Pierre-Alain Muller
2013	A	`conf`	Big Metamodels Are Evil - Package Unmerge - A Technique for Downsizing Metamodels. MoDELS Frédéric Fondement, Pierre-Alain Muller, Laurent Thiry, Brice Wittmann, Germain Forestier
2012	Misc	`conf`	Categorical Reasoning about Meta-models. TASE Laurent Thiry, Frédéric Fondement, Pierre-Alain Muller
2012	J	`jnl`	Exploiting model driven technology: a tale of two startups. Softw. Syst. Model. Tony Clark, Pierre-Alain Muller
2012	J	`jnl`	Modeling modeling modeling. Softw. Syst. Model. Pierre-Alain Muller, Frédéric Fondement, Benoit Baudry, Benoît Combemale
2009	A	`conf`	Modeling Modeling. MoDELS Pierre-Alain Muller, Frédéric Fondement, Benoit Baudry
2009	J	`jnl`	Qualifying input test data for model transformations. Softw. Syst. Model. Franck Fleurey, Benoit Baudry, Pierre-Alain Muller, Yves Le Traon
2008	J	`jnl`	Model-driven analysis and synthesis of textual concrete syntax. Softw. Syst. Model. Pierre-Alain Muller, Frédéric Fondement, Franck Fleurey, Michel Hassenforder, Rémi Schneckenburger, Sébastien Gérard, Jean-Marc Jézéquel
2006	—	`book`	De la modélisation objet des logiciels à la metamodélisation des langages informatiques. Pierre-Alain Muller
2006	A	`conf`	Model-Driven Analysis and Synthesis of Concrete Syntax. MoDELS Pierre-Alain Muller, Franck Fleurey, Frédéric Fondement, Michel Hassenforder, Rémi Schneckenburger, Sébastien Gérard, Jean-Marc Jézéquel
2005	J	`jnl`	Platform independent Web application modeling and development with Netsilon. Softw. Syst. Model. Pierre-Alain Muller, Philippe Studer, Frédéric Fondement, Jean Bézivin
2005	—	`conf`	Using Process Algebra to Validate Behavioral Aspects of Object-Oriented Models. MoDELS (Satellite Events) Alban Rasse, Jean-Marc Perronne, Pierre-Alain Muller, Bernard Thirion
2005	A	`conf`	Weaving Executability into Object-Oriented Meta-languages. MoDELS Pierre-Alain Muller, Franck Fleurey, Jean-Marc Jézéquel
2004	—	`conf`	Model-Driven Architecture for Automatic-Control: An Experience Report. UML Pierre-Alain Muller, Didier Bresch, Philippe Studer
2004	—	`conf`	The TopModL Initiative. UML Satellite Activities Pierre-Alain Muller, Cédric Dumoulin, Frédéric Fondement, Michel Hassenforder
2003	—	`conf`	Model Driven Architecture for Agile Web Information System Engineering. OOIS William El Kaim, Philippe Studer, Pierre-Alain Muller
2003	—	`conf`	Platform Independent Web Application Modeling. UML Pierre-Alain Muller, Philippe Studer, Jean Bézivin
1999	—	`ed.`	The Unified Modeling Language, «UML»'98: Beyond the Notation, First International Workshop, Mulhouse, France, June 3-4, 1998, Selected Papers UML Jean Bézivin, Pierre-Alain Muller
1998	—	`conf`	UML: The Birth and Rise of a Standard Modeling Notation. UML Jean Bézivin, Pierre-Alain Muller