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Collaborations and top research areas from the last five years
Projects
- 1 Finished
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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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Gradient-based explanation for non-linear non-parametric dimensionality reduction
Corbugy, S., Marion, R. & Frénay, B., Nov 2024, In: Data Mining and Knowledge Discovery. 38, 6, p. 3690-3718 29 p.Research output: Contribution to journal › Article › peer-review
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Insight-SNE: Understanding t-SNE Embeddings through Interactive Explanation
Corbugy, S., Septon, T., Dumas, B. & Frénay, B., 2024, European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning: ESANN. ESANN (i6doc.com)Research output: Contribution in Book/Catalog/Report/Conference proceeding › Conference contribution
Open AccessFile40 Downloads (Pure) -
Globally local and fast explanations of t-SNE-like nonlinear embeddings
Lambert, P., Marion, R., Albert, J., Jean, E., Corbugy, S. & de Bodt, C., 2022, CIKM-WS 2022 Proceedings. Drakopoulos, G. & Kafeza, E. (eds.).Research output: Contribution in Book/Catalog/Report/Conference proceeding › Conference contribution
Open AccessFile9 Downloads (Pure)
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Conférence-débat : L'union industrie-science au service de la cybersécurité
ANDRE, M. (Organiser), Devroey, X. (Organiser), Fortz, S. (Organiser), Corbugy, S. (Organiser), DARDENNE, C. (Organiser), Fink, J. (Organiser), Poitier, P. (Organiser), Vandenkerckhof, Y. (Organiser), Dejaeghere, J. (Contributor) & Ouardi, D. (Contributor)
4 May 2023Activity: Participating in or organising an event types › Public lecture/Debate
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KIKK Festival 2022
ANDRE, M. (Participant), Fink, J. (Participant), Poitier, P. (Participant), Corbugy, S. (Participant), DARDENNE, C. (Participant) & Delchevalerie, V. (Participant)
27 Oct 2022 → 30 Oct 2022Activity: Participating in or organising an event types › Festival/Exhibition
Thesis
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Interaction Through Post-Hoc Explanation in Non-Linear Dimensionality Reduction
Corbugy, S. (Author), Frénay, B. (Supervisor), Vanhoof, W. (President), Dumas, B. (Jury), Lee, J. A. (Jury) & Galarraga, L. A. (Jury), 29 Aug 2025Student thesis: Doc types › Doctor of Sciences
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Unsupervised Concepts Extraction in Neural Networks
CORBUGY, S. (Author) & Septon, T. (Author), Frénay, B. (Supervisor), 24 Jun 2021Student thesis: Master types › Master in Computer Science Professional focus in Data Science
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