Projects per year
Personal profile
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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Collaborations and top research areas from the last five years
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SmartTune - Robust and SustainableHyper-parameter Optimisation for Deep Learning
Gratia, A., Perrouin, G., Schobbens, P. Y., Temple, P., Tuci, E. & Acher, M.
1/07/21 → 28/06/25
Project: PHD
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LIFTS: Learning Featured Transition Systems
Fortz, S., Perrouin, G. & Heymans, P.
1/01/22 → 30/09/23
Project: Research
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LIFTS: Learning Featured Transition Systems
Fortz, S., Perrouin, G. & Heymans, P.
1/10/20 → 31/12/21
Project: Research
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THCS: Testing Highly-configurable Systems
Perrouin, G., Schobbens, P. Y., Amrani, M., Ortiz Vega, J. J. & Heymans, P.
1/01/18 → 31/12/22
Project: Research
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Exploring the Computational Complexity of SAT Counting and Uniform Sampling with Phase Transitions
Zeyen, O., Cordy, M., Perrouin, G. & Acher, M., 2024.Research output: Contribution to conference › Poster › peer-review
Open AccessFile25 Downloads (Pure) -
FairPipes: Data Mutation Pipelines for Machine Learning Fairness
Molinier, C., Temple, P. & Perrouin, G., 2024.Research output: Contribution to conference › Paper › peer-review
Open AccessFile5 Downloads (Pure) -
Preprocessing is What You Need: Understanding and Predicting the Complexity of SAT-based Uniform Random Sampling
Zeyen, O., Cordy, M., Perrouin, G. & Acher, M., 2024.Research output: Contribution to conference › Paper › peer-review
Open AccessFile52 Downloads (Pure) -
Time for Networks: Mutation Testing for Timed Automata Networks
Cortés, D., Ortiz Vega, J. J., Basile, D., Aranda Bueno, J. A., Perrouin, G. & Schobbens, P-Y., 2024.Research output: Contribution to conference › Paper › peer-review
Open AccessFile16 Downloads (Pure) -
Towards Feature-based ML-enabled Behaviour Location
Fortz, S., Temple, P., Devroey, X. & Perrouin, G., 7 Feb 2024, Proceedings of the 18th International Working Conference on Variability Modelling of Software-Intensive Systems (VaMoS 2024). Bern, Switzerland: ACM Press, 3 p. (Proceedings of the 18th International Working Conference on Variability Modelling of Software-Intensive Systems).Research output: Contribution in Book/Catalog/Report/Conference proceeding › Conference contribution
Open AccessFile2 Downloads (Pure)
Datasets
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Replication package of "Search-based Crash Reproduction using Behavioral Model Seeding"
Derakhshanfar, P. (Creator), Devroey, X. (Creator), Perrouin, G. (Creator), Zaidman, A. (Creator) & van Deursen, A. (Creator), Zenodo, 18 Apr 2020
Dataset
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JHipster v3.6.1 dataset
Devroey, X. (Creator), Halin, A. (Creator), Nuttinck, A. (Creator), Acher, M. (Creator) & Perrouin, G. (Creator), Zenodo, 26 Apr 2020
Dataset
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Featured Scents: Towards Assessing ArchitecturalSmells for Self-Adaptive Systems at Runtime
Schobbens, P. Y. (Contributor), Perrouin, G. (Contributor) & Lima dos Santos, E. (Contributor), Zenodo, 2022
DOI: 10.5281/zenodo.5814028, https://zenodo.org/record/5814028
Dataset
Prizes
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Distinguished Reviewer Award
Perrouin, Gilles (Recipient), 2023
Prize: Prize (including medals and awards)
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Distinguished Reviewer Award
Perrouin, Gilles (Recipient), 2019
Prize: Prize (including medals and awards)
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VAMOS 2024 ten-year Most Influential Paper Award
Devroey, Xavier (Recipient), Perrouin, Gilles (Recipient), CORDY, MAXIME (Recipient), Legay, Axel (Recipient), Heymans, Patrick (Recipient) & Schobbens, Pierre Yves (Recipient), 8 Feb 2024
Prize: Prize (including medals and awards)
Activities
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Women and Girls in Science - UNamur 2024
Manel Barkallah (Member of Organizing Committee), Gilles Perrouin (Member of Organizing Committee), Aishwarya Saxena (Member of Organizing Committee), Hala KASMO (Member of Organizing Committee), Marie Dorchain (Member of Organizing Committee), Sandra Rubio Aguado (Member of Organizing Committee), Francois-Xavier Fievez (Member of Organizing Committee), Karin Derochette (Member of Organizing Committee), Anne-Catherine Heuskin (Member of Organizing Committee) & Liselot Dewachter (Member of Organizing Committee)
8 Feb 2024Activity: Participating in or organising an event types › Participation in conference
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31th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning
Armielle Noulapeu Ngaffo (Contributor), Julien Albert (Participant), Benoît Frénay (Participant) & Gilles Perrouin (Participant)
4 Oct 2023 → 6 Oct 2023Activity: Participating in or organising an event types › Participation in conference
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Formal verification of railway interlocking systems
Gilles Perrouin (Supervisor)
18 Dec 2019Activity: Examinations › External Thesis
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Uniform Sampling of SAT Solutions for Configurable Systems: Are We There Yet?
Gilles Perrouin (Speaker)
28 Nov 2019Activity: Talk or presentation types › Oral presentation
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3rd ACM SIGSOFT International Workshop on Machine Learning Techniques for Software Quality Evaluation, MaLTeSQuE 2019, co-located with ESEC/FSE 2019
Francesca Arcelli Fontana (Organiser), GILLES PERROUIN (Organiser), Apostolos Ampatzoglou (Organiser), Mathieu ACHER (Organiser), Bartosz Walter (Organiser), MAXIME CORDY (Organiser), Fabio Palomba (Organiser) & Xavier DEVROEY (Organiser)
27 Aug 2019Activity: Participating in or organising an event types › Participation in workshop, seminar, course
Thesis
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Architecting software systems using model transformations and architectural frameworks
Author: Perrouin, G., 20 Sept 2007Supervisor: Heymans, P. (Supervisor), Hainaut, J. (Jury), Guelfi, N. (External person) (Co-Supervisor), Bouvry, P. (External person) (Jury), VAN DER LINDEN, F. (External person) (Jury), Jézéquel, J. (External person) (Jury) & Schobbens, P. (Jury)
Student thesis: Doc types › Doctor of Sciences
File
Press/Media
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38th IEEE Intl. Conf. on Software Maintenance and Evolution (ICSME
13/12/21
1 item of Media coverage
Press/Media: Expert Comment