Pierre-Alain Muller

According to our database, Pierre-Alain Muller authored at least 39 papers between 1998 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Comparison of deep learning architectures for colon cancer mutation detection.

Robin Heckenauer, Jonathan Weber, Cédric Wemmert, Caroline Truntzer, Valentin Derangère, François Ghiringhelli, Michel Hassenforder, Pierre-Alain Muller, Germain Forestier

Proceedings of the 36th IEEE International Symposium on Computer-Based Medical Systems, 2023

2022

Smooth Perturbations for Time Series Adversarial Attacks.

Gautier Pialla, Hassan Ismail Fawaz, Maxime Devanne, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller, Christoph Bergmeir, Daniel F. Schmidt, Geoffrey I. Webb, Germain Forestier

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2022

2021

Ensemble classification of video-recorded crowd movements.

Mounir Bendali-Braham, Jonathan Weber, Germain Forestier, Lhassane Idoumghar, Pierre-Alain Muller

Proceedings of the 12th International Symposium on Image and Signal Processing and Analysis, 2021

2020

InceptionTime: Finding AlexNet for time series classification.

Hassan Ismail Fawaz, Benjamin Lucas, Germain Forestier, Charlotte Pelletier, Daniel F. Schmidt, Jonathan Weber, Geoffrey I. Webb, Lhassane Idoumghar, Pierre-Alain Muller, François Petitjean

Data Min. Knowl. Discov., 2020

A review of alignment based similarity measures for web usage mining.

Vinh-Trung Luu, Germain Forestier, Jonathan Weber, Paul Bourgeois, Fahima Djelil, Pierre-Alain Muller

Artif. Intell. Rev., 2020

Neural Architecture Search for Time Series Classification.

Hojjat Rakhshani, Hassan Ismail Fawaz, Lhassane Idoumghar, Germain Forestier, Julien Lepagnot, Jonathan Weber, Mathieu Brévilliers, Pierre-Alain Muller

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Real-Time Detection of Glomeruli in Renal Pathology.

Robin Heckenauer, Jonathan Weber, Cédric Wemmert, Friedrich Feuerhake, Michel Hassenforder, Pierre-Alain Muller, Germain Forestier

Proceedings of the 33rd IEEE International Symposium on Computer-Based Medical Systems, 2020

2019

Deep learning for time series classification: a review.

Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller

Data Min. Knowl. Discov., 2019

Accurate and interpretable evaluation of surgical skills from kinematic data using fully convolutional neural networks.

Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller

Int. J. Comput. Assist. Radiol. Surg., 2019

Transfer learning for the classification of video-recorded crowd movements.

Mounir Bendali-Braham, Jonathan Weber, Germain Forestier, Lhassane Idoumghar, Pierre-Alain Muller

Proceedings of the 11th International Symposium on Image and Signal Processing and Analysis, 2019

Adversarial Attacks on Deep Neural Networks for Time Series Classification.

Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller

Proceedings of the International Joint Conference on Neural Networks, 2019

Deep Neural Network Ensembles for Time Series Classification.

Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller

Proceedings of the International Joint Conference on Neural Networks, 2019

Augmentation de données pour la classification de séries temporelles par réseaux de neurones profonds résiduels.

Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller

Proceedings of the Extraction et Gestion des connaissances, 2019

Automatic Alignment of Surgical Videos Using Kinematic Data.

Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, François Petitjean, Lhassane Idoumghar, Pierre-Alain Muller

Proceedings of the Artificial Intelligence in Medicine, 2019

2018

Data augmentation using synthetic data for time series classification with deep residual networks.

Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller

CoRR, 2018

Surgical motion analysis using discriminative interpretable patterns.

Germain Forestier, François Petitjean, Pavel Senin, Fabien Despinoy, Arnaud Huaulmé, Hassan Ismail Fawaz, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller, Pierre Jannin

Artif. Intell. Medicine, 2018

Evaluating Surgical Skills from Kinematic Data Using Convolutional Neural Networks.

Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

Investigating Learners' Behaviours When Interacting with a Programming Microworld - An Empirical Study Based on Playing Analytics.

Fahima Djelil, Pierre-Alain Muller, Eric Sanchez

Proceedings of the Empowering Learners for Life in the Digital Age, 2018

Transfer learning for time series classification.

Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller

Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018

2016

Using Glocal Event Alignment for Comparing Sequences of Significantly Different Lengths.

Vinh-Trung Luu, Mathis Ripken, Germain Forestier, Frédéric Fondement, Pierre-Alain Muller

Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2016

Web usage prediction and recommendation using web session clustering.

Vinh-Trung Luu, Germain Forestier, Mathis Ripken, Frédéric Fondement, Pierre-Alain Muller

Proceedings of the Eleventh International Conference on Digital Information Management, 2016

2015

Web Site Audience Segmentation Using Hybrid Alignment Techniques.

Vinh-Trung Luu, Germain Forestier, Frédéric Fondement, Pierre-Alain Muller

Proceedings of the Trends and Applications in Knowledge Discovery and Data Mining, 2015

2013

Big Metamodels Are Evil - Package Unmerge - A Technique for Downsizing Metamodels.

Frédéric Fondement, Pierre-Alain Muller, Laurent Thiry, Brice Wittmann, Germain Forestier

Proceedings of the Model-Driven Engineering Languages and Systems, 2013

2012

Modeling modeling modeling.

Pierre-Alain Muller, Frédéric Fondement, Benoit Baudry, Benoît Combemale

Softw. Syst. Model., 2012

Exploiting model driven technology: a tale of two startups.

Tony Clark, Pierre-Alain Muller

Softw. Syst. Model., 2012

Categorical Reasoning about Meta-models.

Laurent Thiry, Frédéric Fondement, Pierre-Alain Muller

Proceedings of the Sixth International Symposium on Theoretical Aspects of Software Engineering, 2012

2009

Qualifying input test data for model transformations.

Franck Fleurey, Benoit Baudry, Pierre-Alain Muller, Yves Le Traon

Softw. Syst. Model., 2009

Modeling Modeling.

Pierre-Alain Muller, Frédéric Fondement, Benoit Baudry

Proceedings of the Model Driven Engineering Languages and Systems, 2009

2008

Model-driven analysis and synthesis of textual concrete syntax.

Pierre-Alain Muller, Frédéric Fondement, Franck Fleurey, Michel Hassenforder, Rémi Schneckenburger, Sébastien Gérard, Jean-Marc Jézéquel

Softw. Syst. Model., 2008

2006

Model-Driven Analysis and Synthesis of Concrete Syntax.

Pierre-Alain Muller, Franck Fleurey, Frédéric Fondement, Michel Hassenforder, Rémi Schneckenburger, Sébastien Gérard, Jean-Marc Jézéquel

Proceedings of the Model Driven Engineering Languages and Systems, 2006

De la modélisation objet des logiciels à la metamodélisation des langages informatiques.

Pierre-Alain Muller

, 2006

2005

Platform independent Web application modeling and development with Netsilon.

Pierre-Alain Muller, Philippe Studer, Frédéric Fondement, Jean Bézivin

Softw. Syst. Model., 2005

Using Process Algebra to Validate Behavioral Aspects of Object-Oriented Models.

Alban Rasse, Jean-Marc Perronne, Pierre-Alain Muller, Bernard Thirion

Proceedings of the Satellite Events at the MoDELS 2005 Conference, 2005

Weaving Executability into Object-Oriented Meta-languages.

Pierre-Alain Muller, Franck Fleurey, Jean-Marc Jézéquel

Proceedings of the Model Driven Engineering Languages and Systems, 2005

2004

The TopModL Initiative.

Pierre-Alain Muller, Cédric Dumoulin, Frédéric Fondement, Michel Hassenforder

Proceedings of the UML Modeling Languages and Applications, 2004

Model-Driven Architecture for Automatic-Control: An Experience Report.

Pierre-Alain Muller, Didier Bresch, Philippe Studer

Proceedings of the «UML» 2004, 2004

2003

Platform Independent Web Application Modeling.

Pierre-Alain Muller, Philippe Studer, Jean Bézivin

Proceedings of the «UML» 2003, 2003

Model Driven Architecture for Agile Web Information System Engineering.

William El Kaim, Philippe Studer, Pierre-Alain Muller

Proceedings of the Object-Oriented Information Systems, 9th International Conference, 2003

1998

UML: The Birth and Rise of a Standard Modeling Notation.

Jean Bézivin, Pierre-Alain Muller

Proceedings of the Unified Modeling Language, 1998