Personal profile
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
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):
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SDG 3 Good Health and Well-being
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Collaborations and top research areas from the last five years
Research output
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Characterizing the Risk of Atrial Fibrillation in Cardiac Patients with Exceptional Electrocardiogram Phenotypes
van den Biggelaar, L. A. J., Schouten, R. M., de Bie, A., Bouwman, R. A. & Duivesteijn, W., 3 Aug 2025, KDD '25: Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining V.2. New York: Association for Computing Machinery, Inc., p. 4925-4934 10 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
Open AccessFile14 Downloads (Pure) -
Exceptional Model Mining for Hierarchical Data
Schouten, R. M., 16 Jan 2025, Eindhoven: Eindhoven University of Technology. 181 p.Research output: Thesis › Phd Thesis 1 (Research TU/e / Graduation TU/e)
Open AccessFile266 Downloads (Pure) -
Exceptional Subitizing Patterns: Exploring Mathematical Abilities of Finnish Primary School Children with Piecewise Linear Regression
Schouten, R. M. (Corresponding author), Duivesteijn, W., Räsänen, P., Paul, J. M. & Pechenizkiy, M., 22 Aug 2024, Machine Learning and Knowledge Discovery in Databases. Applied Data Science Track: European Conference, ECML PKDD 2024, Proceedings. Bifet, A., Krilavičius, T., Miliou, I. & Nowaczyk, S. (eds.). Springer, p. 66-82 17 p. (Lecture Notes in Computer Science; vol. 14950 LNAI)(Lecture notes in artificial science; vol. 14950).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
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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
13 Downloads (Pure) -
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
1 Link opens in a new tab Citation (Scopus)8 Downloads (Pure)