Projects per year
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Dive into the research topics where Sam Verboven 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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FWOAL1163: Causal optimization of data-driven healthcare processes.
1/01/25 → 31/12/28
Project: Fundamental
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OZR3989: Operational support for building a research agenda based on industry cooperation and external funding
1/10/22 → 30/09/26
Project: Fundamental
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OZR3894: Operational support for building a research agenda based on industry cooperation and external funding
1/02/22 → 31/01/26
Project: Fundamental
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IOF3022: IOF GEAR: Artificial Intelligence Lab
Nowe, A., De Boer, B., Bogaerts, B., Beuls, K., Loeckx, J., Wiggins, G., Lenaerts, T., Vranken, W., Libin, P., Dooms, A., Barbé, K., Ginis, V., Verboven, S., Van Droogenbroeck, F., Loeckx, J., Schietgat, L., Blondeel, M., Balcaen, G. & Yadav, N.
1/01/22 → 31/12/26
Project: Applied
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BRGRD57: R&D Project 2021: The Ethical and Inclusive AI Insurance
Ginis, V., Nowe, A. & Verboven, S.
1/10/21 → 1/10/23
Project: Applied
Research output
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Decision-Centric Fairness: Evaluation and Optimization for Classification Problems
De Vos, S., Van Belle, J., Algaba, A., Verboven, S. & Verbeke, W., 30 Jan 2025, (Unpublished).Research output: Unpublished contribution to conference › Unpublished paper
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DynamITE: Optimal time-sensitive organ offers using ITE
Marchese, A., de Ferrante, H., Berrevoets, J. & Verboven, S., 2025, In: Machine Learning for Health (ML4H). p. 696-713 18 p.Research output: Contribution to journal › Article › peer-review
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Approaching the Legal Frontier: A Framework for Developing Legally Aligned Machine Learning Models in Finance
Hanson, M., Lewkowicz, G. & Verboven, S., 26 Aug 2024, 9 p.Research output: Other contribution
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Exploring Task Affinities through NTK Alignment and Early Training Dynamics in Multi-Task Learning
Morello, Y., Grégoire, E. & Verboven, S., 2 Dec 2024.Research output: Unpublished contribution to conference › Unpublished paper
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Flexible Counterfactual Explanations with Generative Models
Hellemans, S., Algaba, A., Verboven, S. & Ginis, V., 18 Nov 2024, (Unpublished).Research output: Unpublished contribution to conference › Unpublished paper
Thesis
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Analyzing the drivers of customer churn with machine learning
Author: Wu, J., Verboven, S. & Wilke, M. C., May 2024Student thesis: Master's Thesis
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Churn Reasons
Author: Deryckere, R. P., Verboven, S. & Buelens, S., Aug 2024Student thesis: Master's Thesis
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Comparison of State of the Art Machine Learning techniques and analysis of Fraudster Behaviour in Cryptocurrencies.
Author: Ardaen, A., Verboven, S. & Grégoire, E., May 2024Student thesis: Master's Thesis
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De verzekeringsindustrie en de automatisatie van claims processen non-life aan de hand van A.I. op de Belgische markt.
Author: Dawoud, S., Verboven, S. & Sans, F., May 2024Student thesis: Master's Thesis
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Economic Efficiency vs Sustainability: Analyzing Economic Efficiency and Enteric Emissions of Dairy Farms
Author: Baerts, H., Verboven, S. & Cauwelier, K., May 2024Student thesis: Master's Thesis