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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SDG 8 Decent Work and Economic Growth
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Dive into the research topics where Arnaud BOUGAHAM 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
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Projects
- 1 Finished
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GenQuAD : GENerative models and QUality constraints for Anomaly Detection: application to industrial and medical images
BOUGAHAM, A. (Researcher), Frénay, B. (Co-supervisor) & Linden, I. (Co-supervisor)
6/03/19 → 30/11/25
Project: PHD
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Quality Constrained Anomaly Detection through an Approximated Partial AUC Loss
BOUGAHAM, A., 1 Apr 2025, (Unpublished).Research output: Contribution to conference › Poster
File20 Downloads (Pure) -
Towards Photonic Band Diagram Generation with Transformer-Latent Diffusion Models
Delchevalerie, V., Roy, N., Bougaham, A., Mayer, A., Frénay, B. & Lobet, M., 2 Oct 2025.Research output: Working paper › Preprint
File17 Downloads (Pure) -
Generative Models and Quality Constraints for Anomaly Detection: Application to Industrial and Medical Images
BOUGAHAM, A., 26 Mar 2024, (Unpublished).Research output: Contribution to conference › Poster
File38 Downloads (Pure) -
Industrial and medical anomaly detection through cycle-consistent adversarial networks
Bougaham, A., Delchevalerie, V., Adoui, M. E. & Frénay, B., Oct 2024, In: Neurocomputing. 614, 128762.Research output: Contribution to journal › Article › peer-review
Open Access -
Composite score for anomaly detection in imbalanced real-world industrial dataset
Bougaham, A., El Adoui, M., Linden, I. & Frénay, B., 20 Nov 2023, In: Machine Learning. 113, 7, p. 4381-4406 26 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile88 Downloads (Pure)
Prizes
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First Prize PINKCC Challenge 2025
BOUGAHAM, A. (Recipient), 13 Jun 2025
Prize: Prize (including medals and awards)
File
Activities
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UMons Infortech Day 2026
BOUGAHAM, A. (Keynote Speaker)
21 May 2026Activity: Participating in or organising an event types › Participation in conference
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Enseignement TD et TP Artificial Intelligence pour Licence 1 et 2 IUT Béziers
BOUGAHAM, A. (Lecturer)
13 Apr 2026 → 14 Apr 2026Activity: Other activity types › External academic/scientific engagement - Research and Teaching at External Organisation
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Enseignement CM AI & Big Data pour Master 1 INSA Haut-de-France
BOUGAHAM, A. (Lecturer)
11 Feb 2026 → 13 Mar 2026Activity: Other activity types › External academic/scientific engagement - Research and Teaching at External Organisation
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BNAIC/BeNeLearn 2025
BOUGAHAM, A. (Speaker)
20 Nov 2025Activity: Participating in or organising an event types › Participation in conference
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Symposium on Intelligent Data Analysis (IDA 2025) (Event)
BOUGAHAM, A. (Peer reviewer)
7 May 2025 → 9 May 2025Activity: Publication peer-review and editorial work types › Publication peer-review
Thesis
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Generative Models and Quality Constraints for Anomaly Detection: Application to Industrial and Medical Images
BOUGAHAM, A. (Author), Frénay, B. (Supervisor), Linden, I. (Co-Supervisor), Devroey, X. (President), Lobet-Maris, C. (Jury), Dequenne, O. (Jury), Hassaini, A. (Jury) & Kucharczak, F. (Jury), 11 Dec 2025Student thesis: Doc types › Doctor of Sciences
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Press/Media
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YouTube Draw My PhD : L'IA au service de l'humain dans le milieu industriel, mythe ou réalité ?
2/05/24
1 Media contribution
Press/Media: Other
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Section "Meet the doc’(torant)" du site whatsupdoctorat
15/06/23
1 Media contribution
Press/Media: Other