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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Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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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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SmartTune - Robust and SustainableHyper-parameter Optimisation for Deep Learning
Gratia, A., Perrouin, G., SCHOBBENS, P., Temple, P., Tuci, E. & Acher, M.
1/07/21 → 28/06/25
Project: PHD
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THCS: Testing Highly-configurable Systems
Perrouin, G., SCHOBBENS, P., Amrani, M., Ortiz Vega, J. J. & HEYMANS, P.
1/01/18 → 31/12/22
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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Featured Scents: Towards Assessing Architectural Smells for Self-Adaptive Systems at Runtime
Lima dos Santos, E., Schobbens, P-Y. & Perrouin, G., Mar 2022, ICSA 2022: IEEE 19th International Conference on Software Architecture . HONOLULU - HAWAII (USA): IEEE, p. 71-74 4 p.Research output: Contribution in Book/Catalog/Report/Conference proceeding › Conference contribution
Open AccessFile24 Downloads (Pure) -
A Take on Obfuscation with Ethical Adversaries
Delobelle, P., Temple, P., Perrouin, G., Frénay, B., Heymans, P. & Berendt, B., 2021.Research output: Contribution to conference › Paper › peer-review
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A Vision to identify Architectural Smells in Self-Adaptive Systems using Behavioral Maps
Lima dos Santos, E., Fortz, S., PERROUIN, GILLES. & Schobbens, P-Y., 13 Sep 2021, ECSA2021 Companion Volume: 4th Context-aware, Autonomous and Smart Architectures International Workshop (CASA). Heinrich, R., Mirandola, R. & Weyns, D. (eds.). Växjö, Sweden: CEUR Workshop Proceedings, p. 1 6 p.Research output: Contribution in Book/Catalog/Report/Conference proceeding › Conference contribution
Open AccessFile64 Downloads (Pure) -
BURST: A Benchmarking Platform for Uniform Random Sampling Techniques
Acher, M., PERROUIN, GILLES. & Cordy, M., 2021, Proceedings of the 25th International Systems And Software Product Line Conference.Research output: Contribution in Book/Catalog/Report/Conference proceeding › Conference contribution
Open AccessFile83 Downloads (Pure) -
Ethical Adversaries: Towards Mitigating Unfairness with Adversarial Machine Learning
Delobelle, P., Temple, P., Perrouin, G., Frénay, B., Heymans, P. & Berendt, B., 27 May 2021, In: SIGKDD Explorations. 23, 1, p. 32-41Research output: Contribution to journal › Article › peer-review
Open AccessFile
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
Activities
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Formal verification of railway interlocking systems
Gilles Perrouin (Supervisor)
18 Dec 2019Activity: Examination types › 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
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Uniform Sampling of SAT Solutions for Configurable Systems: Are We There Yet?
Gilles Perrouin (Speaker)
12 Apr 2019Activity: Talk or presentation types › Oral presentation
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Uniform Sampling of SAT Solutions for Configurable Systems: Are We There Yet?
Gilles Perrouin (Speaker)
26 Apr 2019Activity: Talk or presentation types › Oral presentation
Thesis
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Architecting software systems using model transformations and architectural frameworks
Author: Perrouin, G., 20 Sep 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