38 citations · 90 across the 5 of their papers we have counts for
5 papers
Ethical Adversaries: Towards Mitigating Unfairness with Adversarial Machine Learning
Pieter Delobelle, Paul Temple, Gilles Perrouin +3
Machine learning is being integrated into a growing number of critical systems with far-reaching impacts on society. Unexpected behaviour and unfair decision processes are coming u…
State Machine Flattening: Mapping Study and Assessment
Xavier Devroey, Gilles Perrouin, Maxime Cordy +3
State machine formalisms equipped with hierarchy and parallelism allow to compactly model complex system behaviours. Such models can then be transformed into executable code or inp…
Verification for Reliable Product Lines
Maxime Cordy, Patrick Heymans, Pierre-Yves Schobbens +3
Many product lines are critical, and therefore reliability is a vital part of their requirements. Reliability is a probabilistic property. We therefore propose a model for feature-…
Towards Statistical Prioritization for Software Product Lines Testing
Xavier Devroey, Maxime Cordy, Gilles Perrouin +3
Software Product Lines (SPL) are inherently difficult to test due to the combinatorial explosion of the number of products to consider. To reduce the number of products to test, sa…
Bypassing the Combinatorial Explosion: Using Similarity to Generate and Prioritize T-wise Test Suites for Large Software Product Lines
Christopher Henard, Mike Papadakis, Gilles Perrouin +3
Software Product Lines (SPLs) are families of products whose commonalities and variability can be captured by Feature Models (FMs). T-wise testing aims at finding errors triggered…