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Paul TEMPLE

22
Documents

Publications

Constraint Enforcement on Decision Trees: A Survey

Géraldin Nanfack , Paul Temple , Benoît Frénay
ACM Computing Surveys, 2022, 54 (10s), pp.1-36. ⟨10.1145/3506734⟩
Journal articles hal-03840083v1

Ethical Adversaries: Towards Mitigating Unfairness with Adversarial Machine Learning

Pieter Delobelle , Paul Temple , Gilles Perrouin , Benoit Frénay , Patrick Heymans
SIGKDD explorations : newsletter of the Special Interest Group (SIG) on Knowledge Discovery & Data Mining, 2021, 23 (1), pp.32-41. ⟨10.1145/3468507.3468513⟩
Journal articles hal-03840069v1
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Global Explanations with Decision Rules: a Co-learning Approach

Géraldin Nanfack , Paul Temple , Benoît Frenay
Proceedings of Machine Learning Research, 2021, Uncertainty in Artificial Intelligence, 27-30 July 2021, Online, 161, pp.589-599
Journal articles hal-03840082v1
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Empirical Assessment of Generating Adversarial Configurations for Software Product Lines

Paul Temple , Gilles Perrouin , Mathieu Acher , Battista Biggio , Jean-Marc Jézéquel
Empirical Software Engineering, 2020, 26 (6), pp.1-57. ⟨10.1007/s10664-020-09915-7⟩
Journal articles hal-03045797v1
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Empirical Assessment of Multimorphic Testing

Paul Temple , Mathieu Acher , Jean-Marc Jézéquel
IEEE Transactions on Software Engineering, In press, pp.1-21. ⟨10.1109/TSE.2019.2926971⟩
Journal articles hal-02177158v1
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Learning-Contextual Variability Models

Paul Temple , Mathieu Acher , Jean-Marc Jézéquel , Olivier Barais
IEEE Software, 2017, 34 (6), pp.64-70. ⟨10.1109/MS.2017.4121211⟩
Journal articles hal-01659137v1
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FairPipes: Data Mutation Pipelines for Machine Learning Fairness

Camille Molinier , Paul Temple , Gilles Perrouin
AST 2024 - 5th ACM/IEEE International Conference on Automation of Software Test, Apr 2024, Lisbonne, Portugal. pp.1-11, ⟨10.1145/3644032.3644465⟩
Conference papers hal-04440201v1
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Explicit or Implicit? On Feature Engineering for ML-based Variability-intensive Systems

Paul Temple , Gilles Perrouin
VaMoS 2023 - 17th International Working Conference on Variability Modelling of Software-Intensive Systems, Jan 2023, Odense, Denmark. pp.1-3, ⟨10.1145/3571788.3571804⟩
Conference papers hal-03890876v1
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A Take on Obfuscation with Ethical Adversaries

Pieter Delobelle , Paul Temple , Gilles Perrouin , Benoît Frenay , Patrick Heymans
Obfuscation Workshop, May 2021, Online, France
Conference papers hal-03840061v1

VaryMinions: leveraging RNNs to identify variants in event logs

Sophie Fortz , Paul Temple , Xavier Devroey , Patrick Heymans , Gilles Perrouin
International Workshop on Machine Learning Techniques for Software Quality Evolution (MaLTeSQuE), Aug 2021, Athènes, Greece. pp.13-18, ⟨10.1145/3472674.3473980⟩
Conference papers hal-03840073v1
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Machine Learning and Configurable Systems: A Gentle Introduction

Juliana Alves Pereira , Hugo Martin , Paul Temple , Mathieu Acher
SPLC 2020 - 24th ACM International Systems and Software Product Line Conference, Oct 2020, Montreal, Canada. pp.1, ⟨10.1145/3382025.3414976⟩
Conference papers hal-03020125v1
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Towards Learning-Aided Configuration in 3D Printing: Feasibility Study and Application to Defect Prediction

Benoit Amand , Maxime Cordy , Patrick Heymans , Mathieu Acher , Paul Temple
VAMOS 2019 - 13th International Workshop on Variability Modelling of Software-Intensive Systems, Feb 2019, Leuven, Belgium. pp.1-9, ⟨10.1145/3302333.3302338⟩
Conference papers hal-01990767v1
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Machine Learning and Configurable Systems: A Gentle Introduction

Hugo Martin , Juliana Alves Pereira , Mathieu Acher , Paul Temple
SPLC 2019 - 23rd International Systems and Software Product Line Conference, Sep 2019, Paris, France. pp.83-88, ⟨10.1145/3336294.3342383⟩
Conference papers hal-02287459v2
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Towards Quality Assurance of Software Product Lines with Adversarial Configurations

Paul Temple , Mathieu Acher , Gilles Perrouin , Battista Biggio , Jean-Marc Jézéquel
SPLC 2019 - 23rd International Systems and Software Product Line Conference, Sep 2019, Paris, France. pp.277-288, ⟨10.1145/3336294.3336309⟩
Conference papers hal-02287616v1
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VaryLaTeX: Learning Paper Variants That Meet Constraints

Mathieu Acher , Paul Temple , Jean-Marc Jézéquel , José Ángel Galindo Duarte , Jabier Martinez
VaMoS 2018 - 12th International Workshop on Variability Modelling of Software-Intensive Systems, Feb 2018, Madrid, Spain. pp.83-88, ⟨10.1145/3168365.3168372⟩
Conference papers hal-01659161v1
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Multimorphic Testing

Paul Temple , Mathieu Acher , Jean-Marc Jézéquel
ICSE '18 - ACM/IEEE 40th International Conference on Software Engineering, May 2018, Gothenburg, Sweden. pp.1-2, ⟨10.1145/3183440.3195043⟩
Conference papers hal-01730163v2
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Towards Estimating and Predicting User Perception on Software Product Variants

Jabier Martinez , Jean-Sébastien Sottet , Alfonso García Frey , Tegawendé Bissyandé , Tewfik Ziadi
ICSR 2018 - International Conference on Software Reuse, May 2018, Madrid, Spain. pp.23-40, ⟨10.1007/978-3-319-90421-4_2⟩
Conference papers hal-01720519v1
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Using Machine Learning to Infer Constraints for Product Lines

Paul Temple , José Angel Galindo Duarte , Mathieu Acher , Jean-Marc Jézéquel
Software Product Line Conference (SPLC), Sep 2016, Beijing, China. ⟨10.1145/2934466.2934472⟩
Conference papers hal-01323446v1