Paul TEMPLE
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Constraint Enforcement on Decision Trees: A SurveyACM Computing Surveys, 2022, 54 (10s), pp.1-36. ⟨10.1145/3506734⟩
Article dans une revue
hal-03840083v1
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Global Explanations with Decision Rules: a Co-learning ApproachProceedings of Machine Learning Research, 2021, Uncertainty in Artificial Intelligence, 27-30 July 2021, Online, 161, pp.589-599
Article dans une revue
hal-03840082v1
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Ethical Adversaries: Towards Mitigating Unfairness with Adversarial Machine LearningSIGKDD 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
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Empirical Assessment of Generating Adversarial Configurations for Software Product LinesEmpirical Software Engineering, 2020, 26 (6), pp.1-57. ⟨10.1007/s10664-020-09915-7⟩
Article dans une revue
hal-03045797v1
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Empirical Assessment of Multimorphic TestingIEEE Transactions on Software Engineering, In press, pp.1-21. ⟨10.1109/TSE.2019.2926971⟩
Article dans une revue
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Learning-Contextual Variability ModelsIEEE Software, 2017, 34 (6), pp.64-70. ⟨10.1109/MS.2017.4121211⟩
Article dans une revue
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FairPipes: Data Mutation Pipelines for Machine Learning FairnessAST 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
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Explicit or Implicit? On Feature Engineering for ML-based Variability-intensive SystemsVaMoS 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
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VaryMinions: leveraging RNNs to identify variants in event logsInternational 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
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A Take on Obfuscation with Ethical AdversariesObfuscation Workshop, May 2021, Online, France
Communication dans un congrès
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Machine Learning and Configurable Systems: A Gentle IntroductionSPLC 2020 - 24th ACM International Systems and Software Product Line Conference, Oct 2020, Montreal, Canada. pp.1, ⟨10.1145/3382025.3414976⟩
Communication dans un congrès
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Machine Learning and Configurable Systems: A Gentle IntroductionSPLC 2019 - 23rd International Systems and Software Product Line Conference, Sep 2019, Paris, France. pp.83-88, ⟨10.1145/3336294.3342383⟩
Communication dans un congrès
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Towards Quality Assurance of Software Product Lines with Adversarial ConfigurationsSPLC 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
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Towards Learning-Aided Configuration in 3D Printing: Feasibility Study and Application to Defect PredictionVAMOS 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
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VaryLaTeX: Learning Paper Variants That Meet ConstraintsVaMoS 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
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Towards Estimating and Predicting User Perception on Software Product VariantsICSR 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
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Multimorphic TestingICSE '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
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Using Machine Learning to Infer Constraints for Product LinesSoftware Product Line Conference (SPLC), Sep 2016, Beijing, China. ⟨10.1145/2934466.2934472⟩
Communication dans un congrès
hal-01323446v1
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Towards Feature-based ML-enabled Behaviour Location2023
Pré-publication, Document de travail
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Learning-Based Performance Specialization of Configurable Systems[Research Report] IRISA, Inria Rennes; University of Rennes 1. 2017
Rapport
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Investigate the matrix : leveraging variability to specialize software and test suitesSoftware Engineering [cs.SE]. Université de Rennes, 2018. English. ⟨NNT : 2018REN1S087⟩
Thèse
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Reproducible Science and Software EngineeringDoctoral. Valence, EJCP 2023, France. 2023, pp.140
Cours
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