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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Dive into the research topics where Gilles Perrouin is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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SQUAL.AI: Software Quality through Artificial Intelligence
Devroey, X. (PI), Schobbens, P. Y. (PI), Perrouin, G. (PI) & Vanderose, B. (PI)
1/01/25 → 31/12/26
Project: Research
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SmartTune - Robust and SustainableHyper-parameter Optimisation for Deep Learning
Gratia, A. (PI), Perrouin, G. (Supervisor), Schobbens, P. Y. (Co-supervisor), Temple, P. (Support role), Tuci, E. (Support role) & Acher, M. (Support role)
1/07/21 → 28/06/25
Project: PHD
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LIFTS: Learning Featured Transition Systems
Fortz, S. (PI), Perrouin, G. (Supervisor) & HEYMANS, P. (CoI)
1/01/22 → 30/09/23
Project: Research
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LIFTS: Learning Featured Transition Systems
Fortz, S. (PI), PERROUIN, G. (Supervisor) & HEYMANS, P. (CoI)
1/10/20 → 31/12/21
Project: Research
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THCS: Testing Highly-configurable Systems
Perrouin, G. (Researcher), Schobbens, P. Y. (PI), Amrani, M. (Researcher), Ortiz Vega, J. J. (Researcher) & Heymans, P. (Researcher)
1/01/18 → 31/12/22
Project: Research
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A Public Benchmark of REST APIs
Decrop, A., Eraso, S., Devroey, X. & Perrouin, G., 12 Jan 2025, (Accepted/In press) Proceedings of the 22nd International Conference on Mining Software Repositories (MSR'25).Research output: Contribution in Book/Catalog/Report/Conference proceeding › Conference contribution
Open AccessFile81 Downloads (Pure) -
Message from the Chairs of the 23rd Belgium-Netherlands Software Evolution Workshop
Perrouin, G., Vanderose, B. & Devroey, X., 14 Mar 2025, Proceedings of the 23rd Belgium-Netherlands Software Evolution Workshop. Perrouin, G., Vanderose, B. & Devroey, X. (eds.). CEUR Workshop Proceedings, Vol. 3941.Research output: Contribution in Book/Catalog/Report/Conference proceeding › Foreword/postscript
Open Access -
CNNGen: A Generator and a Dataset for Energy-Aware Neural Architecture Search
Gratia, A., Liu, H., Satoh, S., Temple, P., Schobbens, P.-Y. & Perrouin, G., 2024, 32nd European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning.Research output: Contribution in Book/Catalog/Report/Conference proceeding › Conference contribution
Open AccessFile41 Downloads (Pure) -
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 AccessFile70 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 AccessFile65 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, G. (Recipient), 2023
Prize: Prize (including medals and awards)
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Distinguished Reviewer Award
Perrouin, G. (Recipient), 2019
Prize: Prize (including medals and awards)
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VAMOS 2024 ten-year Most Influential Paper Award
Devroey, X. (Recipient), Perrouin, G. (Recipient), CORDY, M. (Recipient), Legay, A. (Recipient), Heymans, P. (Recipient) & Schobbens, P. Y. (Recipient), 8 Feb 2024
Prize: Prize (including medals and awards)
Activities
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Women and Girls in Science
Barkallah, M. (Participant), Akaichi, Y. (Participant), Berg, L. (Participant), Vandeloise, M. (Participant), Sion, A. (Participant), Nguyen, G. (Contributor), Goffaux, L. (Participant), Fortz, S. (Keynote Speaker), Henry, J. (Invited Speaker) & Perrouin, G. (Member of Organizing Committee)
13 Feb 2025Activity: Participating in or organising an event types › Participation to a Symposium, a study Day
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The 23rd Belgium-Netherlands Software Evolution Workshop
Devroey, X. (Organiser), Perrouin, G. (Organiser), Vanderose, B. (Organiser), Cleve, A. (Member of Organizing Committee), Vandenkerckhof, Y. (Member of Organizing Committee), Notaro, A. (Member of Organizing Committee), Panarotto, S. (Member of Organizing Committee), Decrop, A. (Member of Organizing Committee) & Mens, T. (Member of Organizing Committee)
21 Nov 2024 → 22 Nov 2024Activity: Participating in or organising an event types › Participation in conference
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Women and Girls in Science - UNamur 2024
Barkallah, M. (Member of Organizing Committee), Perrouin, G. (Member of Organizing Committee), Saxena, A. (Member of Organizing Committee), KASMO, H. (Member of Organizing Committee), Dorchain, M. (Member of Organizing Committee), Rubio Aguado, S. (Member of Organizing Committee), Fievez, F.-X. (Member of Organizing Committee), Derochette, K. (Member of Organizing Committee), Heuskin, A.-C. (Member of Organizing Committee) & Dewachter, L. (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
Noulapeu Ngaffo, A. (Contributor), Albert, J. (Participant), Frénay, B. (Participant) & Perrouin, G. (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
Perrouin, G. (Supervisor)
18 Dec 2019Activity: Examinations › External Thesis
Thesis
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Architecting software systems using model transformations and architectural frameworks
Perrouin, G. (Author), Heymans, P. (Supervisor), Hainaut, J.-L. (Jury), Guelfi, N. (Co-Supervisor), Bouvry, P. (Jury), VAN DER LINDEN, F. (Jury), Jézéquel, J.-M. (Jury) & Schobbens, P.-Y. (Jury), 20 Sept 2007Student 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