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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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ARIAC by DigitalWallonia4.AI: Applications and Research for Trusted Artificial Intelligence (TRAIL-Foundations)
Frénay, B. (PI), Jacquet, J.-M. (CoI), Dumas, B. (CoI), Devroey, X. (CoI), Tuci, E. (CoI), Beuls, K. (CoI), Linden, I. (CoI), Burnay, C. (CoI), Vanderose, B. (CoI), Cleve, A. (CoI), Perrouin, G. (CoI), Heymans, P. (CoI), Vanhoof, W. (CoI), Ferry-Danini, J. (CoI) & Balfroid, M. (Researcher)
1/01/21 → 30/09/27
Project: Research
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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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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)
1/10/20 → 31/12/21
Project: Research
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A Fair Enhanced Bayesian Personalized Ranking Using Adversarial Learning
Noulapeu Ngaffo, A., Albert, J., Frenay, B. & Perrouin, G., 1 Jul 2025, In: ACM Transactions on Recommender Systems.Research output: Contribution to journal › Article › peer-review
Open AccessFile2 Downloads (Pure) -
A Public Benchmark of REST APIs
Decrop, A., Eraso Lasso, S., Devroey, X. & Perrouin, G., 13 Jun 2025, Proceedings - 2025 IEEE/ACM 22nd International Conference on Mining Software Repositories, MSR 2025. IEEE, p. 421-433 13 p. (Proceedings - 2025 IEEE/ACM 22nd International Conference on Mining Software Repositories, MSR 2025).Research output: Contribution in Book/Catalog/Report/Conference proceeding › Conference contribution
Open AccessFile202 Downloads (Pure) -
Energy-Aware Neural Architecture Search: Leveraging Genetic Algorithms for Balancing Performance and Consumption
Gratia, A., Temple, P., Schobbens, P.-Y. & Perrouin, G., 22 Jul 2025, Artificial Life and Evolutionary Computation - 18th Italian Workshop, WIVACE 2024, Revised Selected Papers: 18th Italian Workshop, WIVACE 2024, Namur, Belgium, September 11–13, 2024, Revised Selected Papers. Carletti, T., Tuci, E. & Njougouo, T.-S. (eds.). Springer Science and Business Media Deutschland GmbH, Vol. 2532. p. 173–185 13 p. (Communications in Computer and Information Science; vol. 2532 CCIS).Research output: Contribution in Book/Catalog/Report/Conference proceeding › Chapter
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Exploring the Computational Complexity of Uniform Random Sampling and SAT Counting with Phase Transitions
Zeyen, O., Cordy, M., Perrouin, G. & Acher, M., 31 Aug 2025, SPLC 2025: 29th ACM International Systems and Software Product Line Conference - Proceedings. Luaces, M. R., Rodeiro, T. V., Greiner, S., Galindo Duarte, J., Yue, T., Yoshimura, K., Semini, L., Cordy, M., Azanza, M., Kruger, J., Perrouin, G., Fortz, S., Groher, I., Munoz, D.-J., Schmid, K., Perez, F., Galasso-Carbonnel, J., Horcas, J. M. & Feichtinger, K. (eds.). New York, NY, USA: ACM Press, p. 149–160 12 p. (SPLC 2025: 29th ACM International Systems and Software Product Line Conference - Proceedings; vol. A).Research output: Contribution in Book/Catalog/Report/Conference proceeding › Conference contribution
Open AccessFile1 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
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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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
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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
Prizes
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Distinguished Reviewer Award
Perrouin, G. (Recipient), 2019
Prize: Prize (including medals and awards)
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Distinguished Reviewer Award
Perrouin, G. (Recipient), 2023
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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Rentrée NaDI
Dumas, B. (Organiser), Hallaert, E. (Contributor), Septon, T. (Contributor), Prevot, S. (Contributor), Simonofski, A. (Contributor), De Bruyne, M.-J. (Contributor), Desaunettes, L. (Contributor), Jacquet, J.-M. (Participant), Schobbens, P. Y. (Participant), Decrop, A. (Participant), Perrouin, G. (Participant), Vanderose, B. (Participant), Lachapelle, A. (Participant), Devroey, X. (Participant), André, M. (Participant), Dejaeghere, J. (Participant), Luycx, P. (Participant), Nguyen, G. (Participant), De Coster, E. (Participant), Poitier, P. (Participant), Couplet, A. (Participant), Akaichi, Y. (Participant), Longfils, G. (Participant), De Rycke, M. (Participant), Dewulf, L. (Participant), Demoustier, N. (Participant), Nardi, A. (Participant), Reuther, C. (Participant), Nizette, F. (Participant), Maquoi, J. (Participant) & Goffaux, L. (Participant)
8 Oct 2025Activity: Participating in or organising an event types › Participation in workshop, seminar, course
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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
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