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Pierre-Alain Muller
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2020 – today
- 2023
- [c27]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: 360-365 - 2022
- [c26]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: 485-496 - 2021
- [c25]Mounir Bendali-Braham, Jonathan Weber, Germain Forestier
Ensemble classification of video-recorded crowd movements. ISPA 2021: 152-158 - 2020
- [j10]Vinh-Trung Luu
A review of alignment based similarity measures for web usage mining. Artif. Intell. Rev. 53(3): 1529-1551 (2020) - [j9]Hassan Ismail Fawaz
InceptionTime: Finding AlexNet for time series classification. Data Min. Knowl. Discov. 34(6): 1936-1962 (2020) - [c24]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: 350-355 - [c23]Hojjat Rakhshani, Hassan Ismail Fawaz, Lhassane Idoumghar, Germain Forestier
Neural Architecture Search for Time Series Classification. IJCNN 2020: 1-8
2010 – 2019
- 2019
- [j8]Hassan Ismail Fawaz
Accurate and interpretable evaluation of surgical skills from kinematic data using fully convolutional neural networks. Int. J. Comput. Assist. Radiol. Surg. 14(9): 1611-1617 (2019) - [j7]Hassan Ismail Fawaz
Deep learning for time series classification: a review. Data Min. Knowl. Discov. 33(4): 917-963 (2019) - [c22]Hassan Ismail Fawaz, Germain Forestier
Automatic Alignment of Surgical Videos Using Kinematic Data. AIME 2019: 104-113 - [c21]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: 375-376 - [c20]Hassan Ismail Fawaz, Germain Forestier
Deep Neural Network Ensembles for Time Series Classification. IJCNN 2019: 1-6 - [c19]Hassan Ismail Fawaz, Germain Forestier
Adversarial Attacks on Deep Neural Networks for Time Series Classification. IJCNN 2019: 1-8 - [c18]Mounir Bendali-Braham
Transfer learning for the classification of video-recorded crowd movements. ISPA 2019: 271-276 - [i9]Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller:
Deep Neural Network Ensembles for Time Series Classification. CoRR abs/1903.06602 (2019) - [i8]Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller:
Adversarial Attacks on Deep Neural Networks for Time Series Classification. CoRR abs/1903.07054 (2019) - [i7]Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, François Petitjean, Lhassane Idoumghar, Pierre-Alain Muller:
Automatic alignment of surgical videos using kinematic data. CoRR abs/1904.07302 (2019) - [i6]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 abs/1908.07319 (2019) - [i5]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 abs/1909.04939 (2019) - 2018
- [j6]Germain Forestier
Surgical motion analysis using discriminative interpretable patterns. Artif. Intell. Medicine 91: 3-11 (2018) - [c17]Hassan Ismail Fawaz, Germain Forestier
Transfer learning for time series classification. IEEE BigData 2018: 1367-1376 - [c16]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: 67-76 - [c15]Hassan Ismail Fawaz, Germain Forestier
Evaluating Surgical Skills from Kinematic Data Using Convolutional Neural Networks. MICCAI (4) 2018: 214-221 - [i4]Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller:
Evaluating surgical skills from kinematic data using convolutional neural networks. CoRR abs/1806.02750 (2018) - [i3]Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber
Data augmentation using synthetic data for time series classification with deep residual networks. CoRR abs/1808.02455 (2018) - [i2]Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller:
Deep learning for time series classification: a review. CoRR abs/1809.04356 (2018) - [i1]Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber
Transfer learning for time series classification. CoRR abs/1811.01533 (2018) - 2016
- [c14]Vinh-Trung Luu, Germain Forestier
Web usage prediction and recommendation using web session clustering. ICDIM 2016: 107-113 - [c13]Vinh-Trung Luu, Mathis Ripken, Germain Forestier
Using Glocal Event Alignment for Comparing Sequences of Significantly Different Lengths. MLDM 2016: 58-72 - 2015
- [c12]Vinh-Trung Luu, Germain Forestier
Web Site Audience Segmentation Using Hybrid Alignment Techniques. PAKDD Workshops 2015: 29-40 - 2013
- [c11]Frédéric Fondement, Pierre-Alain Muller, Laurent Thiry
Big Metamodels Are Evil - Package Unmerge - A Technique for Downsizing Metamodels. MoDELS 2013: 138-153 - 2012
- [j5]Pierre-Alain Muller, Frédéric Fondement, Benoit Baudry, Benoît Combemale:
Modeling modeling modeling. Softw. Syst. Model. 11(3): 347-359 (2012) - [j4]Tony Clark, Pierre-Alain Muller:
Exploiting model driven technology: a tale of two startups. Softw. Syst. Model. 11(4): 481-493 (2012) - [c10]Laurent Thiry
Categorical Reasoning about Meta-models. TASE 2012: 275-278
2000 – 2009
- 2009
- [j3]Franck Fleurey, Benoit Baudry, Pierre-Alain Muller, Yves Le Traon
Qualifying input test data for model transformations. Softw. Syst. Model. 8(2): 185-203 (2009) - [c9]Pierre-Alain Muller, Frédéric Fondement, Benoit Baudry:
Modeling Modeling. MoDELS 2009: 2-16 - 2008
- [j2]Pierre-Alain Muller, Frédéric Fondement, Franck Fleurey, Michel Hassenforder, Rémi Schneckenburger, Sébastien Gérard
Model-driven analysis and synthesis of textual concrete syntax. Softw. Syst. Model. 7(4): 423-441 (2008) - 2006
- [b1]Pierre-Alain Muller:
De la modélisation objet des logiciels à la metamodélisation des langages informatiques. University of Rennes 1, France, 2006 - [c8]Pierre-Alain Muller, Franck Fleurey, Frédéric Fondement, Michel Hassenforder, Rémi Schneckenburger, Sébastien Gérard
Model-Driven Analysis and Synthesis of Concrete Syntax. MoDELS 2006: 98-110 - 2005
- [j1]Pierre-Alain Muller, Philippe Studer, Frédéric Fondement, Jean Bézivin:
Platform independent Web application modeling and development with Netsilon. Softw. Syst. Model. 4(4): 424-442 (2005) - [c7]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: 39-47 - [c6]Pierre-Alain Muller, Franck Fleurey, Jean-Marc Jézéquel:
Weaving Executability into Object-Oriented Meta-languages. MoDELS 2005: 264-278 - 2004
- [c5]Pierre-Alain Muller, Cédric Dumoulin
The TopModL Initiative. UML Satellite Activities 2004: 242-245 - [c4]Pierre-Alain Muller, Didier Bresch, Philippe Studer:
Model-Driven Architecture for Automatic-Control: An Experience Report. UML 2004: 260-274 - 2003
- [c3]William El Kaim, Philippe Studer, Pierre-Alain Muller:
Model Driven Architecture for Agile Web Information System Engineering. OOIS 2003: 299-303 - [c2]Pierre-Alain Muller, Philippe Studer, Jean Bézivin:
Platform Independent Web Application Modeling. UML 2003: 220-233
1990 – 1999
- 1999
- [e1]Jean Bézivin, Pierre-Alain Muller:
The Unified Modeling Language, «UML»'98: Beyond the Notation, First International Workshop, Mulhouse, France, June 3-4, 1998, Selected Papers. Lecture Notes in Computer Science 1618, Springer 1999, ISBN 3-540-66252-9 [contents] - 1998
- [c1]Jean Bézivin, Pierre-Alain Muller:
UML: The Birth and Rise of a Standard Modeling Notation. UML 1998: 1-8
Coauthor Index
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