Student theses
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Missing Value Imputation with Deep Learning in Mixed-Type data: an Evaluation and Comparison on a Case Study Insurance Data
Zolyomi, L. (Author), van den Heuvel, E. R. (Supervisor 1), Brini, A. (Supervisor 2) & Mercan, C. (External coach), Jun 2022Student thesis: Bachelor
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Mixed-effects random forest model for quantifying relations in clustered data
Rutten, T. A. S. (Author), van den Heuvel, E. R. (Supervisor 1), Bikker, J. W. (External coach) & Paus, M. H. J. (External coach), 22 Feb 2021Student thesis: Master
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Modeling the spatial-temporal mortality rates from a geographic and statistical point of view
van den Heuvel, I. (Author), Zhan, Z. (Supervisor 1), 2020Student thesis: Bachelor
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Modelling the Demand for Sales in Western Europe and US Venues
Oostenbach, R. (Author), Di Bucchianico, A. (Supervisor 1) & Pereira de Vasconcelos, T. (External coach), 2020Student thesis: Bachelor
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Model selection for prediction in generalized linear mixed model
Wu, Q. (Author), van den Heuvel, E. (Supervisor 1), Pechenizkiy, M. (Supervisor 2) & Zhan, Z. (Supervisor 2), 31 Aug 2018Student thesis: Master
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Moment Estimators for Spatial Poisson Models: Computationally efficient modeling of Dutch cancer incidence rates
van den Heuvel, I. L. (Author), Zhan, Z. (Supervisor 1), Regis, M. (Supervisor 2) & Praagman, J. (External coach), 27 Jan 2023Student thesis: Master
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Monitoring Multivariate Correlated Count Data of High-Purity Processes in the Chemical Industry: An exploratory study on the performance of multivariate control charts for amplitude and frequency with an application in the chemical industry
Gijsbers, M. H. J. (Author), Di Bucchianico, A. (Supervisor 1) & Rizzo, C. (External coach), 11 May 2022Student thesis: Master
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Motion Tracking of a Swimmer
Husson, A. C. E. (Author), Castro, R. M. (Supervisor 1), Peharz, R. (Supervisor 2), Elevelt, B. (External coach) & Swaenen, L. H. M. (External coach), 10 Mar 2022Student thesis: Master
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Multivariate postprocessing methods for temperature forecasts and examination of their limitations
Stevens, E. (Author), Perrone, E. (Supervisor 1), Whan, K. (External coach) & van den Heuvel, E. (Supervisor 2), 2 Sept 2021Student thesis: Master
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Neural Networks as Functions Parameterized by Measures: Representer Theorems and Approximation Benefits
Sanders, K. (Author), Castro, R. M. (Supervisor 1) & Rosasco, L. (External coach), 16 Oct 2020Student thesis: Master
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Nonignorable missing data mechanism in mixed-effect models: an analysis of intermittent missing data in the scleroderma lung study using latent variables
Animucki, B. (Author), van den Heuvel, E. R. (Supervisor 1), 25 May 2020Student thesis: Master
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Online Multivariate Trend Detection
Verheijen, J. J. H. (Author), Di Bucchianico, A. (Supervisor 1), Veenvliet, M. V. (External coach) & Gijzen, E. (External coach), 28 Sept 2023Student thesis: Master
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On the threshold metric dimension
Raes, J. (Author), Komjathy, J. (Supervisor 1), 17 Aug 2021Student thesis: Bachelor
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Performance evaluation of community detection algorithms in multivariate clustered binary data
Hannen, G. G. (Author), van den Heuvel, E. R. (Supervisor 1) & Brini, A. (Supervisor 1), Jul 2022Student thesis: Bachelor
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Physical and data-driven modelling of a natural ingredient conveyor belt dryer
Achterstraat, M. W. (Author), van den Heuvel, E. R. (Supervisor 1), van Kollenburg, G. (Supervisor 2), Kalbasenka, A. (External coach) & Kobesen, R. (External coach), 15 Aug 2023Student thesis: Master
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Post-processing wind gust forecasts using CNNs to improve weather warnings
van den Heuvel, Z. D. (Author), Perrone, E. (Supervisor 1) & Whan, K. (External coach), 4 Feb 2022Student thesis: Master
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Predicting Product Lifetimes using Penalized Regression Models
Kerkers, T. (Author), Di Bucchianico, A. (Supervisor 1) & van den Meijdenberg, J. (External coach), 18 Dec 2020Student thesis: Master
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Predicting recurrence of atrial fibrillation: Construction of a predictive model for a successful ablation using electrocardiograph curves
van den Elzen, A. (Author), Regis, M. (Supervisor 1), Post, R. A. J. (Supervisor 2) & Vermeer, J. (Supervisor 2), 7 Feb 2023Student thesis: Bachelor
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Prediction and Improvement of the Outcomes of Image Recognition Algorithms: Applied to an Automated Invoice Processor
Artsyman, I. (Author), Serra, P. (Supervisor 1), 31 Aug 2020Student thesis: Master
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Prediction of ablation success using the features of an ECG and within patient variability between ECGs
Dijkstra, V. C. (Author), Post, R. A. J. (Supervisor 1), Vermeer, J. (Supervisor 2) & Dekker, L. R. C. (Supervisor 2), 13 Dec 2023Student thesis: Master
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Predictive Modelling via Simultaneous Model Fitting and Clustering
Bolsius, R. M. (Author), Castro, R. M. (Supervisor 1), 23 Mar 2020Student thesis: Master
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Presence Estimation in a Network of Sensors: with Hidden Markov Models
Clement, M. M. (Author), Castro, R. M. (Supervisor 1) & Pijlman, F. (Supervisor 2), 19 Apr 2024Student thesis: Master
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Proposing a Statistical Analysis of a Software Quality Indicator
van der Aa, R. (Author), Di Bucchianico, A. (Supervisor 1), 2020Student thesis: Bachelor
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Self-starting Process Monitoring for High-tech Manufacturing
Laurijsse, R. (Author), Di Bucchianico, A. (Supervisor 1) & van der Heide, W. (External coach), 9 Aug 2021Student thesis: Master
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Statistical methods for combining probability and non-probability based sampling approaches
Zhao, M. (Author), van den Heuvel, E. R. (Supervisor 1), Smeulders, B. M. L. (Supervisor 2) & Kaptein, M. C. (Supervisor 2), 7 Aug 2024Student thesis: Master
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Statistical Monitoring for Failure Detection of Royal Netherlands Navy Vessels
Stijns, E. (Author), Di Bucchianico, A. (Supervisor 1), Tiddens, W. (External coach) & Tinga, T. (External coach), 9 Aug 2021Student thesis: Master
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Statistical post-processing of weather forecasts: a case study of two weather systems in Austria
van Leijenhorst, T. J. (Author), Perrone, E. (Supervisor 1), Aug 2022Student thesis: Bachelor
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Stochastic SIR in Metapopulations
van Santvoort, M. (Author), Komjathy, J. (Supervisor 1) & Bartha, Z. (Supervisor 2), 31 May 2021Student thesis: Master
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Structure Learning in High-Dimensional Time Series Data
de Quincey, M. G. (Author), Castro, R. M. (Supervisor 1) & Mey, A. (Supervisor 2), 14 Jul 2022Student thesis: Master
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Testing for the Period of a Function using Permutation Methods
Freyer, C. (Author), Serra, P. (Supervisor 1), 2020Student thesis: Bachelor
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The Cramer-Lundberg model and copulas
Jacobs, T. T. M. M. (Author), Resing, J. A. C. (Supervisor 1) & Perrone, E. (Supervisor 2), 14 Jul 2021Student thesis: Bachelor
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The sample Pearson Correlation Coefficient for classification models and identifying platform economy businesses from web-scraped data
Gubbels, L. W. G. (Author), Daas, P. (Supervisor 1) & Puts, M. J. H. (External coach), 11 May 2023Student thesis: Master
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Topology-dependent first passage percolation on spatial scale-free networks
Reubsaet, R. M. H. J. (Author), Komjathy, J. (Supervisor 1) & Bartha, Z. (Supervisor 2), 3 Jun 2021Student thesis: Bachelor
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Towards the optimization of the lignin ethanolysis process using design of experiments and kinetic modeling
Schepers, E. (Author), Hensen, E. (Supervisor 1), Kouris, P. (Supervisor 2), Brini, A. (Supervisor 2), Filot, I. (Supervisor 2) & van den Heuvel, E. (Supervisor 2), 29 Aug 2018Student thesis: Master
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Uncertainty quantification of long-term significant wave height forecasts to support marine operations
Heidema, S. G. A. M. (Author), van den Heuvel, E. R. (Supervisor 1), Regis, M. (Supervisor 2), Sepasian, N. (External coach) & Liria Fernandez, J. (External coach), 30 Nov 2022Student thesis: Master
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University Enrollment Prediction
Eisaks, D. (Author), Di Bucchianico, A. (Supervisor 1), 2019Student thesis: Bachelor
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Unsupervised Clustering on United States Mortality Rates
van Loon, M. (Author), van den Heuvel, E. R. (Supervisor 1), Ungolo, F. (Supervisor 2) & Zhan, Z. (Supervisor 2), 2020Student thesis: Bachelor
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Unsupervised learning for SEM-images of defects by particles on the wafer: The clustering of particles on the wafer based on their morphological features
Fölker, I. (Author), Regis, M. (Supervisor 1), de Wit, R. (External coach) & van den Heuvel, E. R. (Supervisor 2), 2020Student thesis: Bachelor
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Using a Parametric Correlated Gamma Frailty Model to Analyze the Effect of Treatments on Dupuytren’s Disease
Omar, F. M. A. (Author), van den Heuvel, E. R. (Supervisor 1), Zhan, Z. (Supervisor 2), van den Berge, B. A. (External coach), Broekstra, D. C. (External coach) & Werker, P. M. N. (External coach), 29 May 2022Student thesis: Master
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Using Profile Monitoring for Production Yield Analysis
Meeuwis, L. G. (Author), Di Bucchianico, A. (Supervisor 1) & Bax, R. (External coach), 15 Dec 2020Student thesis: Master
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