Projects per year
Personal profile
Areas of expertise
Diplomas
Awards
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):
Education/Academic qualification
Doctor of Science, Uncertainty and Label Noise in Machine Learning, Université Catholique de Louvain
Award Date: 15 Sept 2013
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Dive into the research topics where Benoît Frénay 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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SafeTransRNN: Improved temporal segmentation using RNNs with state duration constraints and fuzzy transitions modelling
Poitier, P. (PI) & Frénay, B. (Supervisor)
1/01/25 → 30/09/26
Project: Research
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Supporting Underrepresented Sign Languages through Unsupervised and Continual Deep Learning
Basso Madjoukeng, A. (PI), Kenmogne, E. B. (Co-supervisor) & Frénay, B. (Supervisor)
1/09/24 → 30/08/26
Project: PHD
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PHE4DR: Post-hoc Explanation for Integrating User Feedback in Dimensionality Reduction
Corbugy, S. (PI) & Frénay, B. (Supervisor)
1/01/24 → 30/09/25
Project: Research
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VAMOS: Venus Atmosphere exploration through machine learning and open science in preparation to EnVision
Vandaele ICPAE, A. C. (PI), Frénay, B. (CoPI), Sermeus, J. (CoPI) & Claes, S. (CoPI)
15/09/22 → 14/09/26
Project: Research
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SMARTSENS: Sensors and MAchine learning for RemoTe Smart EnviroNmental monitoring Systems
Frénay, B. (PI)
1/03/22 → 31/08/25
Project: Research
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Benchmarking Data Augmentation for Contrastive Learning in Static Sign Language Recognition
Basso Madjoukeng, A., Fink, J., Poitier, P., Kenmogne, E. B. & Frénay, B., 15 Jan 2025, (Accepted/In press) ESANN 2024: 32nd European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning . i6doc.comResearch output: Contribution in Book/Catalog/Report/Conference proceeding › Conference contribution
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Local-global Data Augmentation for Contrastive Learning in Static Sign Language Recognition
Basso Madjoukeng, A., Kenmogne, E. B., Poitier, P., Frénay, B. & Fink, J., 2 Feb 2025, (Accepted/In press) IDA 2025: Intelligent Data Analysis .Research output: Contribution in Book/Catalog/Report/Conference proceeding › Conference contribution
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Making Convolutional Neural Networks Energy-Efficient: An Introduction
DRAGUET, N. & Frénay, B., 2025, Proc. ESANN.Research output: Contribution in Book/Catalog/Report/Conference proceeding › Conference contribution
File11 Downloads (Pure) -
Deep Learning for in vivo Bronchial Carinae Detection in Flexible Bronchoscopy
Ghyselinck, R., Delchevalerie, V., Poitier, P., Frénay, B. & Dumas, B., 2024, 27th European Conference on Artificial Intelligence. IOS Press, p. 1527 - 1534Research output: Contribution in Book/Catalog/Report/Conference proceeding › Conference contribution
Open AccessFile24 Downloads (Pure) -
Fast k-means with stable instance sets
Basso Madjoukeng, A., Kenmogne, E. B. & Frénay, B., 16 Sept 2024, 2024 International Joint Conference on Neural Networks, IJCNN 2024 - Proceedings. IEEE, (Proceedings of the International Joint Conference on Neural Networks).Research output: Contribution in Book/Catalog/Report/Conference proceeding › Conference contribution
Open Access
Activities
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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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Création d’un outil d’aide à l’apprentissage du français par la lecture pour les élèves sourds et malentendants
Cleve, A. (Supervisor), Meurant, L. (Jury Member), Frénay, B. (Jury Member) & Meurice, L. (Co-Supervisor)
19 Jun 2023Activity: Examinations › Jury
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Dictionnaire bilingue contextuel entre langue des signes (LSFB) et français
Meurant, L. (Speaker), Fink, J. (Speaker), Fonze, S. (Speaker), ANDRE, M. (Speaker), Poitier, P. (Speaker), Heylens, A. (Speaker), Sonnemans, B. (Speaker), Frénay, B. (Speaker), Meurice, L. (Speaker) & Cleve, A. (Speaker)
12 Oct 2022Activity: Talk or presentation types › Oral presentation
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Traitement automatique des langues des signes : questions et avancées actuelles
Meurant, L. (Organiser), Braffort, A. (Invited Speaker), Filhol, M. (Invited Speaker), Fink, J. (Participant), Poitier, P. (Participant), ANDRE, M. (Participant), Frénay, B. (Participant) & Cleve, A. (Participant)
13 Oct 2022Activity: Participating in or organising an event types › Participation in workshop, seminar, course
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Segmentation Automatique de la Langue des Signes de Belgique Francophone à l’aide de Réseaux Neuronaux Récurrents
Frénay, B. (Supervisor), Fink, J. (Co-Supervisor) & Meurant, L. (Jury Member)
Jun 2022Activity: Examinations › Jury
Press/Media
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New Findings from University of Namur in the Area of Data Mining and Knowledge Discovery Reported (Gradient-based Explanation for Non-linear Non-parametric Dimensionality Reduction)
9/08/24
1 item of Media coverage
Press/Media: Expert Comment
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Findings from University of Namur Provides New Data about Machine Learning (When Magnetron Sputtering Deposition Meets Machine Learning: Application To Process Anomaly Detection)
Lucas, S., Frénay, B. & Haye, E.
19/02/24
1 item of Media coverage
Press/Media: Expert Comment
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Study Data from University of Namur Update Knowledge of Engineering (Towards Better Transition Modeling In Recurrent Neural Networks: the Case of Sign Language Tokenization)
31/01/24
1 item of Media coverage
Press/Media: Expert Comment
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Findings from University of Namur in the Area of Information and Knowledge Management Described [Do Open Government Data (Ogd) Portals Show Signs of Knowledge Management (Km) Practices?: an Empirical Investigation]
25/12/23
1 item of Media coverage
Press/Media: Expert Comment
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Dictionnaire contextuel bilingue langue des signes de Belgique francophone - français
André, M., Meurant, L., Cleve, A., Frénay, B., Dumas, B., Fonze, S., Sonnemans, B., Gobert, M., Fink, J., Poitier, P., Meurice, L. & Heylens, A.
11/10/22 → 13/06/23
20 items of Media coverage, 2 Media contributions
Press/Media: Other