Paul TEMPLE

Publications

Article dans une revue (8)

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-04748095v1
Learning input-aware performance models of configurable systems: An empirical evaluation Luc Lesoil,Helge Spieker,Arnaud Gotlieb,Mathieu Acher,Paul Templeet al. Journal of Systems and Software, 2023, pp.111883. ⟨10.1016/j.jss.2023.111883⟩ Article dans une revue hal-04271476v1
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-03840083v1
Ethical Adversaries: Towards Mitigating Unfairness with Adversarial Machine Learning Pieter Delobelle,Paul Temple,Gilles Perrouin,Benoit Frénay,Patrick Heymanset 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-03840069v1
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-03840082v1
Empirical Assessment of Generating Adversarial Configurations for Software Product Lines Paul Temple,Gilles Perrouin,Mathieu Acher,Battista Biggio,Jean-Marc Jézéquelet al. Empirical Software Engineering, 2020, 26 (6), pp.1-57. ⟨10.1007/s10664-020-09915-7⟩ Article dans une revue hal-03045797v1
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-02177158v1
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-01659137v1

Communication dans un congrès (21)

Dynamic Agent Generation for Self-Adaptive Root Cause Analysis Brell Sanwouo,Paul Temple,Clément Quinton SEAMS'26 - 21st International Conference on Software Engineering for Adaptive and Self-Managing Systems, Apr 2026, Rio de Janeiro, Brazil Communication dans un congrès hal-05402186v1
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.626-630, ⟨10.1145/3696630.3728512⟩ Communication dans un congrès hal-04992342v1
Generative AI-based Adaptation in Microservices Architectures: A Systematic Mapping Study Brell Sanwouo,Paul Temple,Clément Quinton ICWS'25 - International Conference on Web Services, Jul 2025, Helsinki, Finland. pp.1-8 Communication dans un congrès hal-05082732v2
Event-Driven Adaptation in the Computing Continuum Using Software Variability Martin Molli,Daniel Balouek,Paul Temple,Thomas Ledoux UCC 2025 - IEEE/ACM 18th International Conference on Utility and Cloud Computing, Dec 2025, Nantes, France. pp.1-2, ⟨10.1145/3773274.3774672⟩ Communication dans un congrès hal-05379151v1
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-05138189v1
Approches pour le renforcement d'une IA embarquée face aux attaques perturbant le federated learning Camille Molinier,Paul Temple,Olivier Zendra,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-05004582v1
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-04896457v2
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-04957679v1
CNNGen: A Generator and a Dataset for Energy-Aware Neural Architecture Search Antoine Gratia,Hong Liu,Shin Ichi Satoh,Paul Temple,Pierre-Yves Schobbenset 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-04957651v1
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-04440201v1
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-03890876v1
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-03840073v1
A Take on Obfuscation with Ethical Adversaries Pieter Delobelle,Paul Temple,Gilles Perrouin,Benoît Frenay,Patrick Heymanset al. Obfuscation Workshop, May 2021, Online, France Communication dans un congrès hal-03840061v1
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-03020125v1
Towards Quality Assurance of Software Product Lines with Adversarial Configurations Paul Temple,Mathieu Acher,Gilles Perrouin,Battista Biggio,Jean-Marc Jézéquelet 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-02287616v1
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-02287459v2
Towards Learning-Aided Configuration in 3D Printing: Feasibility Study and Application to Defect Prediction Benoit Amand,Maxime Cordy,Patrick Heymans,Mathieu Acher,Paul Templeet 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-01990767v1
Towards Estimating and Predicting User Perception on Software Product Variants Jabier Martinez,Jean-Sébastien Sottet,Alfonso García Frey,Tegawendé Bissyandé,Tewfik Ziadiet 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-01720519v1
VaryLaTeX: Learning Paper Variants That Meet Constraints Mathieu Acher,Paul Temple,Jean-Marc Jézéquel,José Ángel Galindo Duarte,Jabier Martinezet 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-01659161v1
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-01730163v2
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-01323446v1

Chapitre d'ouvrage (1)

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-03921905v1

Pré-publication, Document de travail (1)

Towards Feature-based ML-enabled Behaviour Location Sophie Fortz,Paul Temple,Xavier Devroey,Gilles Perrouin 2023 Pré-publication, Document de travail hal-04309208v1

Rapport (1)

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-01467299v1

Thèse (1)

Investigate the matrix : leveraging variability to specialize software and test suites Paul Temple Software Engineering [cs.SE]. Université de Rennes, 2018. English. ⟨NNT : 2018REN1S087⟩ Thèse tel-02125962v1

Cours (1)

Reproducible Science and Software Engineering Mathieu Acher,Paul Temple,Olivier Barais Doctoral. Valence, EJCP 2023, France. 2023, pp.140 Cours hal-04152637v2