Paul TEMPLE

32
Documents

Publications

1
1
1
1
1
1
1
1
4
4
6
1
4
2
4
4
2
1

Publications

Image document

Learning Customised Decision Trees for Domain-knowledge Constraints

Géraldin Nanfack , Paul Temple , Benoît Frénay
Pattern Recognition, 2023, 142, pp.109610. ⟨10.1016/j.patcog.2023.109610⟩
Article dans une revue hal-04748095 v1
Image document

Learning input-aware performance models of configurable systems: An empirical evaluation

Luc Lesoil , Helge Spieker , Arnaud Gotlieb , Mathieu Acher , Paul Temple et al.
Journal of Systems and Software, 2023, pp.111883. ⟨10.1016/j.jss.2023.111883⟩
Article dans une revue hal-04271476 v1

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⟩
Article dans une revue hal-03840083 v1

Ethical Adversaries: Towards Mitigating Unfairness with Adversarial Machine Learning

Pieter Delobelle , Paul Temple , Gilles Perrouin , Benoit Frénay , Patrick Heymans et al.
SIGKDD explorations : newsletter of the Special Interest Group (SIG) on Knowledge Discovery & Data Mining, 2021, 23 (1), pp.32-41. ⟨10.1145/3468507.3468513⟩
Article dans une revue hal-03840069 v1
Image document

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
Article dans une revue hal-03840082 v1
Image document

Empirical Assessment of Generating Adversarial Configurations for Software Product Lines

Paul Temple , Gilles Perrouin , Mathieu Acher , Battista Biggio , Jean-Marc Jézéquel et al.
Empirical Software Engineering, 2020, 26 (6), pp.1-57. ⟨10.1007/s10664-020-09915-7⟩
Article dans une revue hal-03045797 v1
Image document

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⟩
Article dans une revue hal-02177158 v1
Image document

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⟩
Article dans une revue hal-01659137 v1
Image document

Facilitating Heterogeneity Management on the Computing Continuum

Martin Molli , Daniel Balouek , Paul Temple , Thomas Ledoux
COMPAS 2025 - Conférence francophone d'informatique en Parallélisme, Architecture et Système, Jun 2025, Bordeaux, France. pp.1-8
Communication dans un congrès hal-05138189 v1
Image document

Generative AI-based Adaptation in Microservices Architectures: A Systematic Mapping Study

Brell Sanwouo , Paul Temple , Clément Quinton
ICWS 2025 - International Conference on Web Services, Jul 2025, Helsinki, Finland. pp.1-8
Communication dans un congrès hal-05082732 v2
Image document

Breaking the Loop: AWARE is the new MAPE-K

Brell Peclard Sanwouo , Clément Quinton , Paul Temple
FSE'25 - ACM International Conference on the Foundations of Software Engineering, Jun 2025, Trondheim, Norway. pp.1-5
Communication dans un congrès hal-04992342 v1
Image document

Approches pour le renforcement d'une IA embarquée face aux attaques perturbant le federated learning

Camille Molinier , Paul Temple , Zendra Olivier , Olivier Barais
Ressi 2025 - Rendez-Vous de la Recherche et de l'Enseignement de la Sécurité des Systèmes d'Information, May 2025, Lanniron, France. pp.1-3
Communication dans un congrès hal-05004582 v1
Image document

Toward AI-based Complex Self-Adaptive Systems

Brell Peclard Sanwouo , Clément Quinton , Paul Temple
BENEVOL'24 - 23rd Belgium-Netherlands Software Evolution Workshop, Nov 2024, Namur, Belgium. pp.1-2
Communication dans un congrès hal-04896457 v2
Image document

Energy-Aware Neural Architecture Search: Leveraging Genetic Algorithms for Balancing Performance and Consumption

Antoine Gratia , Paul Temple , Gilles Perrouin , Pierre-Yves Schobbens
WIVACE 2024 - XVIII International Workshop on Artificial Life and Evolutionary Computation, Sep 2024, Namur, Belgium. pp.1-13
Communication dans un congrès hal-04957679 v1
Image document

CNNGen: A Generator and a Dataset for Energy-Aware Neural Architecture Search

Antoine Gratia , Hong Liu , Shin Ichi Satoh , Paul Temple , Pierre-Yves Schobbens et al.
ESANN 2024 - 32nd European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, Oct 2024, Bruges, Belgium. pp.1-6, ⟨10.5281/zenodo.11109244⟩
Communication dans un congrès hal-04957651 v1
Image document

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⟩
Communication dans un congrès hal-04440201 v1
Image document

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⟩
Communication dans un congrès hal-03890876 v1
Image document

A Take on Obfuscation with Ethical Adversaries

Pieter Delobelle , Paul Temple , Gilles Perrouin , Benoît Frenay , Patrick Heymans et al.
Obfuscation Workshop, May 2021, Online, France
Communication dans un congrès hal-03840061 v1

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⟩
Communication dans un congrès hal-03840073 v1
Image document

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⟩
Communication dans un congrès hal-03020125 v1
Image document

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⟩
Communication dans un congrès hal-02287459 v2
Image document

Towards Quality Assurance of Software Product Lines with Adversarial Configurations

Paul Temple , Mathieu Acher , Gilles Perrouin , Battista Biggio , Jean-Marc Jézéquel et al.
SPLC 2019 - 23rd International Systems and Software Product Line Conference, Sep 2019, Paris, France. pp.277-288, ⟨10.1145/3336294.3336309⟩
Communication dans un congrès hal-02287616 v1
Image document

Towards Learning-Aided Configuration in 3D Printing: Feasibility Study and Application to Defect Prediction

Benoit Amand , Maxime Cordy , Patrick Heymans , Mathieu Acher , Paul Temple et al.
VAMOS 2019 - 13th International Workshop on Variability Modelling of Software-Intensive Systems, Feb 2019, Leuven, Belgium. pp.1-9, ⟨10.1145/3302333.3302338⟩
Communication dans un congrès hal-01990767 v1
Image document

Towards Estimating and Predicting User Perception on Software Product Variants

Jabier Martinez , Jean-Sébastien Sottet , Alfonso García Frey , Tegawendé Bissyandé , Tewfik Ziadi et al.
ICSR 2018 - International Conference on Software Reuse, May 2018, Madrid, Spain. pp.23-40, ⟨10.1007/978-3-319-90421-4_2⟩
Communication dans un congrès hal-01720519 v1
Image document

VaryLaTeX: Learning Paper Variants That Meet Constraints

Mathieu Acher , Paul Temple , Jean-Marc Jézéquel , José Ángel Galindo Duarte , Jabier Martinez et al.
VaMoS 2018 - 12th International Workshop on Variability Modelling of Software-Intensive Systems, Feb 2018, Madrid, Spain. pp.83-88, ⟨10.1145/3168365.3168372⟩
Communication dans un congrès hal-01659161 v1
Image document

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⟩
Communication dans un congrès hal-01730163 v2
Image document

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⟩
Communication dans un congrès hal-01323446 v1

Machine Learning for Feature Constraints Discovery

Hugo Martin , Paul Temple , Mathieu Acher , Juliana Alves Pereira , Jean-Marc Jézéquel
Handbook of Re-Engineering Software Intensive Systems into Software Product Lines, Springer International Publishing, pp.175-196, 2023, ⟨10.1007/978-3-031-11686-5_7⟩
Chapitre d'ouvrage hal-03921905 v1
Image document

Learning-Based Performance Specialization of Configurable Systems

Paul Temple , Mathieu Acher , Jean-Marc Jézéquel , Léo Noel-Baron , José A Galindo
[Research Report] IRISA, Inria Rennes; University of Rennes 1. 2017
Rapport (rapport de recherche) hal-01467299 v1