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Extended MetaLIRS: Meta-learning for Imputation and Regression Selection Model with Explainability for Different Missing Data Mechanisms
Baysal Erez, I., Flokstra, J., Poel, M. & van Keulen, M., Nov 2025, In: International Journal of Data Science and Analytics. 20, 6, p. 5895-5920 26 p., 102587.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile1 Link opens in a new tab Citation (Scopus)39 Downloads (Pure) -
MetaLIRS: Meta-learning for Imputation and Regression Selection
Baysal Erez, I., Flokstra, J., Poel, M. & van Keulen, M., 14 Nov 2024, Intelligent Data Engineering and Automated Learning - IDEAL 2024: 25th International Conference, Valencia, Spain, November 20-22, 2024. Proceedings, Part I. Julian, V., Camacho, D., Yin, H., Alberola, J. M., Beires Nogueira, V., Novais, P. & Tallón-Ballesteros, A. (eds.). Cham, Switzerland: Springer, p. 155-166 12 p. (Lecture Notes in Computer Science; vol. 15346).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
Open AccessFile1 Link opens in a new tab Citation (Scopus)61 Downloads (Pure) -
The Impact of Missing Data Imputation on Model Performance and Explainability
Baysal Erez, I., Flokstra, J., Poel, M. & van Keulen, M., 2024. 13 p.Research output: Contribution to conference › Paper › peer-review
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The interaction between imputation and regression models
Baysal Erez, I., Flokstra, J., Poel, M. & van Keulen, M., 10 Jul 2024, p. 1. 1 p.Research output: Contribution to conference › Poster › Academic
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Flipper 2.0: A Pragmatic Dialogue Engine for Embodied Conversational Agents
van Waterschoot, J. B., Bruijnes, M., Flokstra, J., Reidsma, D., Davison, D. P., Theune, M. & Heylen, D. K. J., 5 Nov 2018, Proceedings of the 18th International Conference on Intelligent Virtual Agents. 18 ed. ACM Press, p. 43-50 8 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
Open AccessFile23 Link opens in a new tab Citations (Scopus)181 Downloads (Pure)
Datasets
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QuestionMark
Zandbergen, N. (Creator), van Keulen, M. (Creator), van Dijk, T. (Creator) & Flokstra, J. (Creator), Zenodo, 25 Jun 2023
DOI: 10.5281/zenodo.8146101, https://zenodo.org/record/8146101
Dataset
Prizes
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Best Student Paper
van Waterschoot, J. B. (Recipient), Bruijnes, M. (Recipient), Flokstra, J. (Recipient), Heylen, D. K. J. (Recipient), Davison, D. P. (Recipient), Reidsma, D. (Recipient) & Theune, M. (Recipient), 7 Nov 2018
Prize
Activities
- 1 Oral presentation
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Impress Review, Evaluatie presentatie
Apers, P. M. G. (Speaker), Blanken, H. (Speaker), Balsters, H. (Speaker), Flokstra, J. (Speaker), Boon, R. T. (Speaker), Skowronek, J. (Speaker) & van Keulen, M. (Speaker)
8 Nov 1994Activity: Talk or presentation › Oral presentation