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
1/10/22 → 31/12/24
Project: Research
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VAMOS: Venus Atmosphere exploration through machine learning and open science in preparation to EnVision
Vandaele ICPAE, A. C., Frénay, B., Sermeus, J. & Claes, S.
15/09/22 → 14/09/26
Project: Research
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SMARTSENS: Sensors and MAchine learning for RemoTe Smart EnviroNmental monitoring Systems
1/03/22 → 28/02/25
Project: Research
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CAML: Characterization of Extrasolar Systems with Machine Learning
Libert, A., Frénay, B., DARDENNE, C. & Caliman, A.
1/09/21 → 31/08/26
Project: Research
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An Experimental Investigation into the Evaluation of Explainability Methods for Computer Vision
Stassin, S., Englebert, A., Albert, J., Nanfack, G., Versbraegen, N., Frénay, B., Peiffer, G., Doh, M., Riche, N. & De Vleeschouwer, C., 2023, In: Communications in Computer and Information Science.Research output: Contribution to journal › Article › peer-review
Open AccessFile2 Downloads (Pure) -
Bridging the Gap between Human-Computer Interaction and Machine-Learning on Explainable AI: Initial Observations and Lessons Learned
Albert, J., Bibal, A., Frénay, B. & Dumas, B., 3 Apr 2023, IHM'23 - 34e Conférence Internationale Francophone sur l'Interaction Humain-Machine. 10 p.Research output: Contribution in Book/Catalog/Report/Conference proceeding › Conference contribution
Open AccessFile -
Composite Score for Anomaly Detection in Imbalanced Real-World Industrial Dataset
Bougaham, A., Adoui, M. E., Linden, I. & Frénay, B., 3 Oct 2023, Springer Nature, (Machine Learning Journal; vol. Special Issue on Imbalanced Learning).Research output: Working paper
Open AccessFile23 Downloads (Pure) -
Do Open Government Data (OGD) portals show signs of Knowledge Management (KM) practices? An empirical investigation
Chokki, A. P., Alexopoulos, C., Matheus, R., Saxena, S., Frénay, B. & Vanderose, B., Oct 2023, (Accepted/In press) In: Technology Analysis & Strategic Management. 25 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile21 Downloads (Pure) -
DT-SNE: t-SNE discrete visualizations as decision tree structures
Bibal, A., Delchevalerie, V. & Frénay, B., 7 Apr 2023, In: Neurocomputing. 529, p. 101-112 12 p.Research output: Contribution to journal › Article › peer-review
1 Downloads (Pure)
Activities
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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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Traitement automatique des langues des signes : questions et avancées actuelles
Laurence Meurant (Organiser), Annelies Braffort (Invited Speaker), Michael Filhol (Invited Speaker), Jerome Fink (Participant), Pierre Poitier (Participant), Maxime ANDRE (Participant), Benoît Frénay (Participant) & Anthony Cleve (Participant)
13 Oct 2022Activity: Participating in or organising an event types › Participation in workshop, seminar, course
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Dictionnaire bilingue contextuel entre langue des signes (LSFB) et français
Laurence Meurant (Speaker), Jerome Fink (Speaker), Sibylle Fonze (Speaker), Maxime ANDRE (Speaker), Pierre Poitier (Speaker), Alice Heylens (Speaker), Bruno Sonnemans (Speaker), Benoît Frénay (Speaker), Loup Meurice (Speaker) & Anthony Cleve (Speaker)
12 Oct 2022Activity: Talk or presentation types › Oral presentation
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Segmentation Automatique de la Langue des Signes de Belgique Francophone à l’aide de Réseaux Neuronaux Récurrents
Benoît Frénay (Supervisor), Jerome Fink (Co-Supervisor) & Laurence Meurant (Jury Member)
Jun 2022Activity: Examinations › Jury
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Media Eudcation Summitt 2021
Anne-Sophie Collard (Speaker), Julie Henry (Speaker), Alyson Hernalesteen (Speaker), Jerry Jacques (Speaker) & Benoit Frenay (Speaker)
31 Mar 2021Activity: Participating in or organising an event types › Participation in conference
Press/Media
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Research from University of Namur in the Area of Legal Issues Described (Balancing fraud analytics with legal requirements: Governance practices and trade-offs in public administrations)
Anthony Simonofski, Benoît Frénay, Cecile De Terwangne & Thomas Tombal
28/03/23
1 item of Media coverage
Press/Media: Expert Comment
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Dictionnaire contextuel bilingue langue des signes de Belgique francophone - français
Maxime ANDRE, Jerome Fink, Laurence Meurant, Anthony Cleve, Benoît Frénay, Bruno Dumas, Sibylle Fonze, Bruno Sonnemans, Alice Heylens, Maxime Gobert, Pierre Poitier & Loup Meurice
11/10/22 → 28/10/22
5 items of Media coverage
Press/Media: Other