Expertise
Mathematics
- Imputation Method
- Regressors
Computer Science
- Meta-Learning
- Conversational Agent
- Data Cleaning
- Incremental Data
- Points of Interest
- Ranking Algorithm
Organisations
Publications
2025
Extended 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-w
2024
MetaLIRS: Meta-learning for Imputation and Regression Selection (2024)In Intelligent Data Engineering and Automated Learning - IDEAL 2024: 25th International Conference, Valencia, Spain, November 20-22, 2024. Proceedings, Part I (pp. 155-166) (Lecture Notes in Computer Science; Vol. 15346). Springer. Baysal Erez, I., Flokstra, J., Poel, M. & van Keulen, M.https://doi.org/10.1007/978-3-031-77731-8_15The interaction between imputation and regression models (2024)[Contribution to conference › Poster] 22nd International Conference of AI in Medicine, AIME 2024. Baysal Erez, I., Flokstra, J., Poel, M. & van Keulen, M.The Impact of Missing Data Imputation on Model Performance and Explainability (2024)[Contribution to conference › Paper] BNAIC/BeNeLearn 2024. Baysal Erez, I., Flokstra, J., Poel, M. & van Keulen, M.
2023
QuestionMark (2023)[Dataset Types › Dataset]. Zenodo. Zandbergen, N., van Keulen, M., van Dijk, T. & Flokstra, J.https://doi.org/10.5281/zenodo.8146101
Research profiles
Address
University of Twente
Zilverling (building no. 11), room 4039
Hallenweg 19
7522 NH Enschede
Netherlands
University of Twente
Zilverling 4039
P.O. Box 217
7500 AE Enschede
Netherlands
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