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Personal profile
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
External positions
External researcher, Utrecht University
1 Jun 2017 → 31 May 2019
Staff Associate, Columbia University
1 Nov 2016 → 31 Dec 2016
Intern, SRON Netherlands Institute for Space Research
1 Sept 2015 → 31 Dec 2015
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A Clustering-Inspired Quality Measure for Exceptional Preferences Mining - Design Choices and Consequences.
Verhaegh, R. F. A., Kiezebrink, J. J. E., Nusteling, F., Rio, A. W. A., Bendicsek, M. B., Duivesteijn, W. & Schouten, R. M., 2022, Discovery Science: 25th International Conference, DS 2022, Montpellier, France, October 10–12, 2022, Proceedings. Pascal, P. & Ienco, D. (eds.). Springer, p. 429-444 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13601 LNAI).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
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Efficient Subgroup Discovery Through Auto-Encoding
van der Haar, J. F., Nagelkerken, S. C., Smit, I. G., van Straaten, K., Tack, J. A., Schouten, R. M. & Duivesteijn, W., 7 Apr 2022, Advances in Intelligent Data Analysis XX: 20th International Symposium on Intelligent Data Analysis, IDA 2022, Proceedings. Bouadi, T., Fromont, E. & Hüllermeier, E. (eds.). Springer, p. 327-340 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13205 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
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Exceptional Model Mining for Repeated Cross-Sectional Data (EMM-RCS).
Schouten, R. M., Duivesteijn, W. & Pechenizkiy, M., 2022, SDM. p. 585-593 9 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
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Mining sequences with exceptional transition behaviour of varying order using quality measures based on information-theoretic scoring functions
Schouten, R. M., Bueno, M. L. P., Duivesteijn, W. & Pechenizkiy, M., Jan 2022, In: Data Mining and Knowledge Discovery. 36, 1, p. 379-413 35 p.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile2 Citations (Scopus)23 Downloads (Pure) -
The Dance of the Mechanisms: How Observed Information Influences the Validity of Missingness Assumptions
Schouten, R. M. & Vink, G., Aug 2021, In: Sociological Methods and Research. 50, 3, p. 1243-1258 16 p.Research output: Contribution to journal › Article › Academic › peer-review
Open Access5 Citations (Scopus)