Pierre-Alain Muller

Publication Activity (10 Years)

Years Active: 1998-2023
Publications (10 Years): 29

Top Topics

Transfer Learning

Top Venues

Data Min. Knowl. Discov.

Publications

Robin Heckenauer, Jonathan Weber, Cédric Wemmert, Caroline Truntzer, Valentin Derangère, François Ghiringhelli, Michel Hassenforder, Pierre-Alain Muller, Germain Forestier
Comparison of deep learning architectures for colon cancer mutation detection. CBMS (2023)
Gautier Pialla, Hassan Ismail Fawaz, Maxime Devanne, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller, Christoph Bergmeir, Daniel F. Schmidt, Geoffrey I. Webb, Germain Forestier
Smooth Perturbations for Time Series Adversarial Attacks. PAKDD (1) (2022)
Mounir Bendali-Braham, Jonathan Weber, Germain Forestier, Lhassane Idoumghar, Pierre-Alain Muller
Ensemble classification of video-recorded crowd movements. ISPA (2021)
Robin Heckenauer, Jonathan Weber, Cédric Wemmert, Friedrich Feuerhake, Michel Hassenforder, Pierre-Alain Muller, Germain Forestier
Real-Time Detection of Glomeruli in Renal Pathology. CBMS (2020)
Hassan Ismail Fawaz, Benjamin Lucas, Germain Forestier, Charlotte Pelletier, Daniel F. Schmidt, Jonathan Weber, Geoffrey I. Webb, Lhassane Idoumghar, Pierre-Alain Muller, François Petitjean
InceptionTime: Finding AlexNet for time series classification. Data Min. Knowl. Discov. 34 (6) (2020)
Hojjat Rakhshani, Hassan Ismail Fawaz, Lhassane Idoumghar, Germain Forestier, Julien Lepagnot, Jonathan Weber, Mathieu Brévilliers, Pierre-Alain Muller
Neural Architecture Search for Time Series Classification. IJCNN (2020)
Vinh-Trung Luu, Germain Forestier, Jonathan Weber, Paul Bourgeois, Fahima Djelil, Pierre-Alain Muller
A review of alignment based similarity measures for web usage mining. Artif. Intell. Rev. 53 (3) (2020)
Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller
Deep Neural Network Ensembles for Time Series Classification. IJCNN (2019)
Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller
Accurate and interpretable evaluation of surgical skills from kinematic data using fully convolutional neural networks. CoRR (2019)
Mounir Bendali-Braham, Jonathan Weber, Germain Forestier, Lhassane Idoumghar, Pierre-Alain Muller
Transfer learning for the classification of video-recorded crowd movements. ISPA (2019)
Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller
Augmentation de données pour la classification de séries temporelles par réseaux de neurones profonds résiduels. EGC (2019)
Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller
Adversarial Attacks on Deep Neural Networks for Time Series Classification. CoRR (2019)
Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller
Deep Neural Network Ensembles for Time Series Classification. CoRR (2019)
Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller
Accurate and interpretable evaluation of surgical skills from kinematic data using fully convolutional neural networks. Int. J. Comput. Assist. Radiol. Surg. 14 (9) (2019)
Hassan Ismail Fawaz, Benjamin Lucas, Germain Forestier, Charlotte Pelletier, Daniel F. Schmidt, Jonathan Weber, Geoffrey I. Webb, Lhassane Idoumghar, Pierre-Alain Muller, François Petitjean
InceptionTime: Finding AlexNet for Time Series Classification. CoRR (2019)
Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, François Petitjean, Lhassane Idoumghar, Pierre-Alain Muller
Automatic Alignment of Surgical Videos Using Kinematic Data. AIME (2019)
Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller
Deep learning for time series classification: a review. Data Min. Knowl. Discov. 33 (4) (2019)
Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, François Petitjean, Lhassane Idoumghar, Pierre-Alain Muller
Automatic alignment of surgical videos using kinematic data. CoRR (2019)
Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller
Adversarial Attacks on Deep Neural Networks for Time Series Classification. IJCNN (2019)
Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller
Evaluating Surgical Skills from Kinematic Data Using Convolutional Neural Networks. MICCAI (4) (2018)
Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller
Transfer learning for time series classification. CoRR (2018)
Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller
Data augmentation using synthetic data for time series classification with deep residual networks. CoRR (2018)
Germain Forestier, François Petitjean, Pavel Senin, Fabien Despinoy, Arnaud Huaulmé, Hassan Ismail Fawaz, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller, Pierre Jannin
Surgical motion analysis using discriminative interpretable patterns. Artif. Intell. Medicine 91 (2018)
Fahima Djelil, Pierre-Alain Muller, Eric Sanchez
Investigating Learners' Behaviours When Interacting with a Programming Microworld - An Empirical Study Based on Playing Analytics. OCCE (2018)
Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller
Deep learning for time series classification: a review. CoRR (2018)
Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller
Evaluating surgical skills from kinematic data using convolutional neural networks. CoRR (2018)
Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller
Transfer learning for time series classification. IEEE BigData (2018)
Vinh-Trung Luu, Mathis Ripken, Germain Forestier, Frédéric Fondement, Pierre-Alain Muller
Using Glocal Event Alignment for Comparing Sequences of Significantly Different Lengths. MLDM (2016)
Vinh-Trung Luu, Germain Forestier, Mathis Ripken, Frédéric Fondement, Pierre-Alain Muller
Web usage prediction and recommendation using web session clustering. ICDIM (2016)
Vinh-Trung Luu, Germain Forestier, Frédéric Fondement, Pierre-Alain Muller
Web Site Audience Segmentation Using Hybrid Alignment Techniques. PAKDD Workshops (2015)
Frédéric Fondement, Pierre-Alain Muller, Laurent Thiry, Brice Wittmann, Germain Forestier
Big Metamodels Are Evil - Package Unmerge - A Technique for Downsizing Metamodels. MoDELS (2013)
Laurent Thiry, Frédéric Fondement, Pierre-Alain Muller
Categorical Reasoning about Meta-models. TASE (2012)
Pierre-Alain Muller, Frédéric Fondement, Benoit Baudry, Benoît Combemale
Modeling modeling modeling. Softw. Syst. Model. 11 (3) (2012)
Tony Clark, Pierre-Alain Muller
Exploiting model driven technology: a tale of two startups. Softw. Syst. Model. 11 (4) (2012)
Pierre-Alain Muller, Frédéric Fondement, Benoit Baudry
Modeling Modeling. MoDELS (2009)
Franck Fleurey, Benoit Baudry, Pierre-Alain Muller, Yves Le Traon
Qualifying input test data for model transformations. Softw. Syst. Model. 8 (2) (2009)
Pierre-Alain Muller, Frédéric Fondement, Franck Fleurey, Michel Hassenforder, Rémi Schneckenburger, Sébastien Gérard, Jean-Marc Jézéquel
Model-driven analysis and synthesis of textual concrete syntax. Softw. Syst. Model. 7 (4) (2008)
Pierre-Alain Muller, Franck Fleurey, Frédéric Fondement, Michel Hassenforder, Rémi Schneckenburger, Sébastien Gérard, Jean-Marc Jézéquel
Model-Driven Analysis and Synthesis of Concrete Syntax. MoDELS (2006)
Pierre-Alain Muller, Philippe Studer, Frédéric Fondement, Jean Bézivin
Platform independent Web application modeling and development with Netsilon. Softw. Syst. Model. 4 (4) (2005)
Alban Rasse, Jean-Marc Perronne, Pierre-Alain Muller, Bernard Thirion
Using Process Algebra to Validate Behavioral Aspects of Object-Oriented Models. MoDELS (Satellite Events) (2005)
Pierre-Alain Muller, Franck Fleurey, Jean-Marc Jézéquel
Weaving Executability into Object-Oriented Meta-languages. MoDELS (2005)
Pierre-Alain Muller, Cédric Dumoulin, Frédéric Fondement, Michel Hassenforder
The TopModL Initiative. UML Satellite Activities (2004)
Pierre-Alain Muller, Didier Bresch, Philippe Studer
Model-Driven Architecture for Automatic-Control: An Experience Report. UML (2004)
William El Kaim, Philippe Studer, Pierre-Alain Muller
Model Driven Architecture for Agile Web Information System Engineering. OOIS (2003)
Pierre-Alain Muller, Philippe Studer, Jean Bézivin
Platform Independent Web Application Modeling. UML (2003)
Jean Bézivin, Pierre-Alain Muller
UML: The Birth and Rise of a Standard Modeling Notation. UML (1998)