| Generating missing values for simulation purposes: a multivariate amputation procedure RM Schouten, P Lugtig, G Vink Journal of Statistical Computation and Simulation 88 (15), 2909-2930, 2018 | 146 | 2018 |
| Mice: Multivariate Imputation by Chained Equations, 2017 S van Buuren, K Groothuis-Oudshoorn, A Robitzsch, G Vink, L Doove, ... URL https://CRAN. R-project. org/package= mice. R package version 2 (0), 15, 2015 | 134* | 2015 |
| Long-term mid-facial growth of patients with a unilateral complete cleft of lip, alveolus and palate treated by two-stage palatoplasty: cephalometric analysis IFPM Kappen, GKP Bittermann, RM Schouten, D Bittermann, E Etty, ... Clinical oral investigations 21, 1801-1810, 2017 | 33 | 2017 |
| The dance of the mechanisms: How observed information influences the validity of missingness assumptions RM Schouten, G Vink Sociological Methods & Research 50 (3), 1243-1258, 2021 | 32 | 2021 |
| Long-term follow-up of pericardium for the ventricular component in atrioventricular septal defect repair RJ IJsselhof, SDR Duchateau, RM Schouten, MG Slieker, MG Hazekamp, ... World Journal for Pediatric and Congenital Heart Surgery 11 (6), 742-747, 2020 | 9 | 2020 |
| Mining sequences with exceptional transition behaviour of varying order using quality measures based on information-theoretic scoring functions RM Schouten, MLP Bueno, W Duivesteijn, M Pechenizkiy Data Mining and Knowledge Discovery, 1-35, 2022 | 8 | 2022 |
| mice: Multivariate Imputation by Chained Equations (3.16. 0)[Computer software] S Buuren, K Groothuis-Oudshoorn, G Vink, R Schouten, A Robitzsch, ... | 6 | 2023 |
| Follow-up after biventricular repair of the hypoplastic left heart complex RJ IJsselhof, SDR Duchateau, RM Schouten, MW Freund, J Heuser, ... European Journal of Cardio-Thoracic Surgery 57 (4), 644-651, 2020 | 6 | 2020 |
| Microcalorimeter pulse analysis by means of principle component decomposition CP de Vries, RM Schouten, J Van Der Kuur, L Gottardi, H Akamatsu Space Telescopes and Instrumentation 2016: Ultraviolet to Gamma Ray 9905 …, 2016 | 6 | 2016 |
| Exceptional Model Mining for Repeated Cross-Sectional Data (EMM-RCS) RM Schouten, W Duivesteijn, M Pechenizkiy Proceedings of the 2022 SIAM International Conference on Data Mining (SDM …, 2022 | 4 | 2022 |
| Exceptional Subitizing Patterns: Exploring Mathematical Abilities of Finnish Primary School Children with Piecewise Linear Regression RM Schouten, W Duivesteijn, P Räsänen, JM Paul, M Pechenizkiy Joint European Conference on Machine Learning and Knowledge Discovery in …, 2024 | 2 | 2024 |
| Dropping Incomplete Records is (not so) Straightforward RM Schouten, V Taşcău, GG Ziegler, D Casano, M Ardizzone, ... International Symposium on Intelligent Data Analysis, 379-391, 2023 | 2 | 2023 |
| Generating MNAR Missingness in Image Data, with Additional Evaluation of MisGAN NTJ van den Berg, BO Broekgaarden, DPA Mahieu, JGMJ Martens, ... presentation at BNAIC, 2024 | 1 | 2024 |
| On the role of prognostic factors and effect modifiers in structural causal models RM Schouten NeurIPS 2024 Causal Representation Learning Workshop, 2024 | 1 | 2024 |
| Analyzing the interplay between societal trends and socio-demographic variables with local pattern mining: Discovering exceptional trends in adolescent alcohol use in the … RM Schouten, GWJM Stevens, AFM Saskia, EL Dorsselaer, ... presentation at BNAIC/BeNeLearn, 2024 | 1 | 2024 |
| A Clustering-Inspired Quality Measure for Exceptional Preferences Mining—Design Choices and Consequences RFA Verhaegh, JJE Kiezebrink, F Nusteling, AWA Rio, MB Bendicsek, ... International Conference on Discovery Science, 429-444, 2022 | 1 | 2022 |
| Efficient Subgroup Discovery Through Auto-Encoding JF van der Haar, SC Nagelkerken, IG Smit, K van Straaten, JA Tack, ... International Symposium on Intelligent Data Analysis, 327-340, 2022 | 1 | 2022 |
| Exceptional Model Mining for Hierarchical Data RM Schouten | | 2025 |
| Characterizing Atrial Fibrillation During and After Cardiac Surgery: An Exceptional Model Mining Approach on ECG Morphology Abnormalities L van den Biggelaar, R Schouten, A Bouwman, A de Bie, W Duivesteijn | | |
| Counterfactual Explanations with Domain Knowledge in Multivariate Time Series EC Chukwu, RM Schouten, M Tabak, M Pechenizkiy constraints 2, 8, 0 | | |
