Zilverling

prof.dr.ir. M. van Keulen (Maurice)

Adjunct Hoogleraar
EEMCS-CS-DMB
Zilverling 4061
m.vankeulen@utwente.nl
Visitekaartje

Expertises

  • Computer Science

    • Events
    • Database
    • Models
    • Case Study
    • Data Integration
    • Data Source
    • Real World
    • Social Media

Organisaties

Publicaties

2026

Handling missing data with meta-learning and large language models (2026)[Thesis › PhD Thesis - Research UT, graduation UT]. University of Twente. Baysal Erez, I.https://doi.org/10.3990/1.9789036570633Integrating Privacy with Process Mining for an Efficient Business Workflow: A Case Study (2026)In ICT for Intelligent Systems: Proceedings of ICTIS 2025 (pp. 523-532) (Smart Innovation, Systems and Technologies; Vol. 125). Springer. Sohail, S. & van Keulen, M.https://doi.org/10.1007/978-981-95-1357-4_40Sparse GAIN: Imputation Methods to Handle Missing Values with Sparse Initialization (2026)In Intelligent Data Engineering and Automated Learning – IDEAL 2025: 26th International Conference, Jaén, Spain, November 13–15, 2025, Proceedings, Part I (pp. 232-238) (Lecture Notes in Computer Science; Vol. 16238). Springer. van Oers, B. P., Baysal Erez, I. & van Keulen, M.https://doi.org/10.1007/978-3-032-10486-1_22XAI In Fraud Detection: A Causal Perspective (2026)In Explainable Artificial Intelligence: Third World Conference, xAI 2025, Istanbul, Turkey, July 9–11, 2025, Proceedings, Part IV (pp. 317-329) (Communications in Computer and Information Science; Vol. 2579). Springer. van Veen, K., Ahmed, F. & van Keulen, M.https://doi.org/10.1007/978-3-032-08330-2_15

2025

Breast cancer prediction using mammography exams for real hospital settings (2025)Computers in biology and medicine, 198(Part A). Article 111136. Pathak, S., Schlötterer, J., Geerdink, J., Veltman, J., van Keulen, M., Strisciuglio, N. & Seifert, C.https://doi.org/10.1016/j.compbiomed.2025.111136Extended MetaLIRS: Meta-learning for Imputation and Regression Selection Model with Explainability for Different Missing Data Mechanisms (2025)International Journal of Data Science and Analytics, 20(6), 5895-5920. Article 102587. Baysal Erez, I., Flokstra, J., Poel, M. & van Keulen, M.https://doi.org/10.1007/s41060-025-00808-wC-SHAP for Time Series: An Approach to High-Level Temporal Explanations (2025)[Contribution to conference › Poster] EXPLAINS 2025. Jutte, A., Ahmed, F., Linssen, J. & van Keulen, M.Privacy-Utility Trade-Off in Healthcare Metadata Sharing and Beyond: A Normative and Empirical Evaluation at Inter and Intra Organizational Levels (2025)[Thesis › PhD Thesis - Research UT, graduation UT]. University of Twente. Sohail, S. A.https://doi.org/10.3990/1.9789036568968Machine learning in healthcare: From Petri-dish AI to reality-centric AI (2025)[Thesis › PhD Thesis - Research UT, graduation UT]. University of Twente. Pathak, S.https://doi.org/10.3990/1.9789036567367Multi-objective approaches for automated algorithm configuration and selection (2025)[Thesis › PhD Thesis - Research UT, graduation UT]. University of Twente. Rook, J.https://doi.org/10.3990/1.9789036567739

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Verbonden aan opleidingen

Vakken collegejaar 2025/2026

Vakken in het huidig collegejaar worden toegevoegd op het moment dat zij definitief zijn in het Osiris systeem. Daarom kan het zijn dat de lijst nog niet compleet is voor het gehele collegejaar.

Vakken collegejaar 2024/2025

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