All Stories

  1. A Fair Enhanced Bayesian Personalized Ranking Using Adversarial Learning

    Article • ACM Transactions on Recommender Systems, November 2025, ACM (Association for Computing Machinery)

    FNRS Research Associate Gilles Perrouin

  2. Exploring the Computational Complexity of SAT Counting and Uniform Sampling with Phase Transitions

    Article • April 2024, ACM (Association for Computing Machinery)

    FNRS Research Associate Gilles Perrouin, Mathieu Acher

  3. Time for Networks: Mutation Testing for Timed Automata Networks

    Article • April 2024, ACM (Association for Computing Machinery)

    FNRS Research Associate Gilles Perrouin, Prof. Pierre Yves Schobbens

  4. Preprocessing is What You Need: Understanding and Predicting the Complexity of SAT-based Uniform Random Sampling

    Article • April 2024, ACM (Association for Computing Machinery)

    FNRS Research Associate Gilles Perrouin, Mathieu Acher

  5. Towards Feature-based ML-enabled Behaviour Location

    Article • February 2024, ACM (Association for Computing Machinery)

    FNRS Research Associate Gilles Perrouin

  6. Providing command and control agility: A software product line approach

    Article • Expert Systems with Applications, April 2023, Elsevier

    FNRS Research Associate Gilles Perrouin, Prof. Pierre Yves Schobbens

  7. MUPPAAL: Reducing and Removing Equivalent and Duplicate Mutants in UPPAAL

    Article • April 2023, Institute of Electrical & Electronics Engineers (IEEE)

    FNRS Research Associate Gilles Perrouin, Prof. Pierre Yves Schobbens

  8. BURST: Benchmarking uniform random sampling techniques

    Article • Science of Computer Programming, March 2023, Elsevier

    FNRS Research Associate Gilles Perrouin

  9. Explicit or Implicit? On Feature Engineering for ML-based Variability-intensive Systems

    Article • January 2023, ACM (Association for Computing Machinery)

    FNRS Research Associate Gilles Perrouin

  10. Architectural Bad Smells for Self-Adaptive Systems: Go Runtime!

    Article • January 2023, ACM (Association for Computing Machinery)

    FNRS Research Associate Gilles Perrouin, Prof. Pierre Yves Schobbens

  11. Featured Scents: Towards Assessing Architectural Smells for Self-Adaptive Systems at Runtime

    Article • March 2022, Institute of Electrical & Electronics Engineers (IEEE)

    FNRS Research Associate Gilles Perrouin, Prof. Pierre Yves Schobbens

  12. Reuse and Software Quality

    Article • January 2022, Springer Science + Business Media

    FNRS Research Associate Gilles Perrouin

  13. BURST

    Article • September 2021, ACM (Association for Computing Machinery)

    Mathieu Acher, FNRS Research Associate Gilles Perrouin

  14. VaryMinions: leveraging RNNs to identify variants in event logs

    Article • August 2021, ACM (Association for Computing Machinery)

    FNRS Research Associate Gilles Perrouin

  15. Ethical Adversaries

    Article • ACM SIGKDD Explorations Newsletter, May 2021, ACM (Association for Computing Machinery)

    FNRS Research Associate Gilles Perrouin

  16. Summary of Search-based Crash Reproduction using Behavioral Model Seeding

    Article • April 2021, Institute of Electrical & Electronics Engineers (IEEE)

    FNRS Research Associate Gilles Perrouin

  17. Empirical assessment of generating adversarial configurations for software product lines

    Article • Empirical Software Engineering, January 2021, Springer Science + Business Media

    FNRS Research Associate Gilles Perrouin

  18. Test them all, is it worth it?

    Article • October 2020, ACM (Association for Computing Machinery)

    Mathieu Acher, FNRS Research Associate Gilles Perrouin

  19. Search‐based crash reproduction using behavioural model seeding

    Article • Software Testing Verification and Reliability, April 2020, Wiley

    FNRS Research Associate Gilles Perrouin

  20. STARS

    Article • February 2020, ACM (Association for Computing Machinery)

    FNRS Research Associate Gilles Perrouin, Prof. Pierre Yves Schobbens

  21. MALTESQUE 2019 Workshop Summary

    Article • ACM SIGSOFT Software Engineering Notes, January 2020, ACM (Association for Computing Machinery)

    Mathieu Acher, FNRS Research Associate Gilles Perrouin

  22. An SMT-Based Concolic Testing Tool for Logic Programs

    Article • January 2020, Springer Science + Business Media

    FNRS Research Associate Gilles Perrouin

  23. Towards Quality Assurance of Software Product Lines with Adversarial Configurations

    Article • September 2019, ACM (Association for Computing Machinery)

    FNRS Research Associate Gilles Perrouin

  24. AbsCon: A Test Concretizer for Model-Based Testing

    Article • April 2019, Institute of Electrical & Electronics Engineers (IEEE)

    FNRS Research Associate Gilles Perrouin

  25. Uniform Sampling of SAT Solutions for Configurable Systems: Are We There Yet?

    Article • April 2019, Institute of Electrical & Electronics Engineers (IEEE)

    FNRS Research Associate Gilles Perrouin

  26. Preface to the Thirteenth Workshop on Variability Modelling of Software-intensive Systems

    Article • February 2019, ACM (Association for Computing Machinery)

    FNRS Research Associate Gilles Perrouin

  27. A Decade of Featured Transition Systems

    Article • January 2019, Springer Science + Business Media

    Prof. Pierre Yves Schobbens, FNRS Research Associate Gilles Perrouin

  28. Editorial to the theme section on model-based testing

    Article • Software & Systems Modeling, October 2018, Springer Science + Business Media

    FNRS Research Associate Gilles Perrouin

  29. Test them all, is it worth it? Assessing configuration sampling on the JHipster Web development stack

    Article • Empirical Software Engineering, July 2018, Springer Science + Business Media

    FNRS Research Associate Gilles Perrouin

  30. Model-based mutant equivalence detection using automata language equivalence and simulations

    Article • Journal of Systems and Software, July 2018, Elsevier

    Prof. Pierre Yves Schobbens, FNRS Research Associate Gilles Perrouin

  31. Model-Based Mutation Operators for Timed Systems: A Taxonomy and Research Agenda

    Article • July 2018, Institute of Electrical & Electronics Engineers (IEEE)

    FNRS Research Associate Gilles Perrouin, Prof. Pierre Yves Schobbens

  32. Automata Language Equivalence vs. Simulations for Model-Based Mutant Equivalence: An Empirical Evaluation

    Article • March 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Pierre Yves Schobbens, FNRS Research Associate Gilles Perrouin

  33. Towards Security-Aware Mutation Testing

    Article • March 2017, Institute of Electrical & Electronics Engineers (IEEE)

    FNRS Research Associate Gilles Perrouin

  34. Yo variability! JHipster

    Article • February 2017, ACM (Association for Computing Machinery)

    Mathieu Acher, FNRS Research Associate Gilles Perrouin

  35. On quantitative requirements for product lines

    Article • February 2017, ACM (Association for Computing Machinery)

    FNRS Research Associate Gilles Perrouin

  36. Variability and Complexity in Software Design

    Article • ACM SIGSOFT Software Engineering Notes, January 2017, ACM (Association for Computing Machinery)

    FNRS Research Associate Gilles Perrouin

  37. On Featured Transition Systems

    Article • January 2017, Springer Science + Business Media

    Prof. Pierre Yves Schobbens, FNRS Research Associate Gilles Perrouin

  38. Testing Variability-Intensive Systems

    Article • January 2017, ACM (Association for Computing Machinery)

    FNRS Research Associate Gilles Perrouin

  39. Featured model-based mutation analysis

    Article • May 2016, ACM (Association for Computing Machinery)

    Prof. Pierre Yves Schobbens, Dr Mike PAPADAKIS, FNRS Research Associate Gilles Perrouin

  40. A complexity tale

    Article • May 2016, ACM (Association for Computing Machinery)

    FNRS Research Associate Gilles Perrouin

  41. Message from the A-MOST 2016 Chairs

    Article • April 2016, Institute of Electrical & Electronics Engineers (IEEE)

    FNRS Research Associate Gilles Perrouin

  42. Search-based Similarity-driven Behavioural SPL Testing

    Article • January 2016, ACM (Association for Computing Machinery)

    Prof. Pierre Yves Schobbens, FNRS Research Associate Gilles Perrouin

  43. Featured model types

    Article • January 2016, ACM (Association for Computing Machinery)

    Prof. Pierre Yves Schobbens, FNRS Research Associate Gilles Perrouin

  44. Unlocking Visual Understanding: Towards Effective Keys for Diagrams

    Article • January 2016, Springer Science + Business Media

    FNRS Research Associate Gilles Perrouin

  45. Statistical prioritization for software product line testing: an experience report

    Article • Software & Systems Modeling, July 2015, Springer Science + Business Media

    Prof. Pierre Yves Schobbens, FNRS Research Associate Gilles Perrouin

  46. SPLat 2015

    Article • July 2015, ACM (Association for Computing Machinery)

    FNRS Research Associate Gilles Perrouin

  47. Poster: VIBeS, Transition System Mutation Made Easy

    Article • May 2015, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Pierre Yves Schobbens, FNRS Research Associate Gilles Perrouin

  48. Message from the chairs — A MOST 2015

    Article • April 2015, Institute of Electrical & Electronics Engineers (IEEE)

    FNRS Research Associate Gilles Perrouin

  49. Covering SPL Behaviour with Sampled Configurations

    Article • January 2015, ACM (Association for Computing Machinery)

    Prof. Pierre Yves Schobbens, FNRS Research Associate Gilles Perrouin

  50. Bypassing the Combinatorial Explosion: Using Similarity to Generate and Prioritize T-Wise Test Configurations for Software Product Lines

    Article • IEEE Transactions on Software Engineering, July 2014, Institute of Electrical & Electronics Engineers (IEEE)

    FNRS Research Associate Gilles Perrouin

  51. Towards statistical prioritization for software product lines testing

    Article • January 2014, ACM (Association for Computing Machinery)

    Prof. Pierre Yves Schobbens, FNRS Research Associate Gilles Perrouin

  52. A variability perspective of mutation analysis

    Article • January 2014, ACM (Association for Computing Machinery)

    Dr Mike PAPADAKIS, Prof. Pierre Yves Schobbens, FNRS Research Associate Gilles Perrouin

  53. Abstract test case generation for behavioural testing of software product lines

    Article • January 2014, ACM (Association for Computing Machinery)

    Prof. Pierre Yves Schobbens, FNRS Research Associate Gilles Perrouin

  54. Multi-objective test generation for software product lines

    Article • August 2013, ACM (Association for Computing Machinery)

    FNRS Research Associate Gilles Perrouin

  55. PLEDGE

    Article • August 2013, ACM (Association for Computing Machinery)

    FNRS Research Associate Gilles Perrouin

  56. Model-Based Verification of Energy-Aware Real-Time Automotive Systems

    Article • July 2013, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Pierre Yves Schobbens, FNRS Research Associate Gilles Perrouin

  57. Towards automated testing and fixing of re-engineered Feature Models

    Article • May 2013, Institute of Electrical & Electronics Engineers (IEEE)

    FNRS Research Associate Gilles Perrouin

  58. SoC/SoPC Development using MDD and MARTE Profile

    Article • March 2013, Wiley

    FNRS Research Associate Gilles Perrouin

  59. Assessing Software Product Line Testing Via Model-Based Mutation: An Application to Similarity Testing

    Article • March 2013, Institute of Electrical & Electronics Engineers (IEEE)

    FNRS Research Associate Gilles Perrouin

  60. Towards Formal Energy and Time Aware Behaviors in EAST-ADL: An MDE Approach

    Article • August 2012, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Pierre Yves Schobbens, FNRS Research Associate Gilles Perrouin

  61. Simulation-based abstractions for software product-line model checking

    Article • June 2012, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Pierre Yves Schobbens, FNRS Research Associate Gilles Perrouin

  62. Towards flexible evolution of Dynamically Adaptive Systems

    Article • June 2012, Institute of Electrical & Electronics Engineers (IEEE)

    FNRS Research Associate Gilles Perrouin

  63. Towards more reliable configurators: A re-engineering perspective

    Article • June 2012, Institute of Electrical & Electronics Engineers (IEEE)

    FNRS Research Associate Gilles Perrouin

  64. On extracting feature models from product descriptions

    Article • January 2012, ACM (Association for Computing Machinery)

    FNRS Research Associate Gilles Perrouin

  65. Deriving configuration interfaces from feature models

    Article • January 2012, ACM (Association for Computing Machinery)

    FNRS Research Associate Gilles Perrouin

  66. A Vision for Behavioural Model-Driven Validation of Software Product Lines

    Article • January 2012, Springer Science + Business Media

    Prof. Pierre Yves Schobbens, FNRS Research Associate Gilles Perrouin

  67. Towards Configurable ISO/IEC 29110-Compliant Software Development Processes for Very Small Entities

    Article • January 2012, Springer Science + Business Media

    FNRS Research Associate Gilles Perrouin

  68. Pairwise testing for software product lines: comparison of two approaches

    Article • Software Quality Journal, August 2011, Springer Science + Business Media

    FNRS Research Associate Gilles Perrouin

  69. VAST 2011 workshop summary

    Article • ACM SIGSOFT Software Engineering Notes, August 2011, ACM (Association for Computing Machinery)

    FNRS Research Associate Gilles Perrouin

  70. Weaving variability into domain metamodels

    Article • Software & Systems Modeling, December 2010, Springer Science + Business Media

    FNRS Research Associate Gilles Perrouin

  71. Automated and Scalable T-wise Test Case Generation Strategies for Software Product Lines

    Article • January 2010, Institute of Electrical & Electronics Engineers (IEEE)

    FNRS Research Associate Gilles Perrouin

  72. Composing Models for Detecting Inconsistencies: A Requirements Engineering Perspective

    Article • January 2009, Springer Science + Business Media

    FNRS Research Associate Gilles Perrouin

  73. Dynamic Software Product Lines for Service-Based Systems

    Article • January 2009, Institute of Electrical & Electronics Engineers (IEEE)

    FNRS Research Associate Gilles Perrouin

  74. Weaving Variability into Domain Metamodels

    Article • January 2009, Springer Science + Business Media

    FNRS Research Associate Gilles Perrouin

  75. Vers des lignes de produits flexibles. Apports de l'ingénierie dirigée par les modèles à la dérivation de produits

    Article • L objet, September 2008, Lavoisier

    FNRS Research Associate Gilles Perrouin

  76. Reconciling Automation and Flexibility in Product Derivation

    Article • September 2008, Institute of Electrical & Electronics Engineers (IEEE)

    FNRS Research Associate Gilles Perrouin

  77. Evolution Through Architectural Reconciliation

    Article • Electronic Notes in Theoretical Computer Science, April 2005, Elsevier

    FNRS Research Associate Gilles Perrouin

  78. A Flexible Requirements Analysis Approach for Software Product Lines

    Article • Springer Science + Business Media

    FNRS Research Associate Gilles Perrouin