| Name | Title Research Paper Business Analytics | Supervisor |
| Samuel Derks | Lung nodule detection using regular and difference features (confidential), July 2020 | dr. Mark Hoogendoorn |
| Ruben Helsloot | Estimating demand satisfaction in an e-scooter sharing environment through simulation (confidential), June 2020 | dr. René Bekker |
| Xiomara Dilrosun | Modeling electric vehicle replacement with discrete-time Markov chains, April 2020 | prof.dr. Rob van der Mei |
| Kevin Rojer | Re-optimization frequence for the local news sentiment level model (confidential), February 2020 | dr. Svetlana Borovkova |
| Lester Jones | Optimizing patient appointment scheduling using variable interval time slots, February 2020 | prof.dr. Ger Koole |
| Dieuwertje Kardolus | Prediction of hospital bed occupancy. Time series forecasting with neural networks (confidential), January 2020 | dr. René Bekker |
| Tom Boersma | Predicting non-response to methotrexate therapy for rheumatic patients (confidential), November 2019 | dr. Mark Hoogendoorn |
| Noam Blitz | Pizza delivery time estimation (confidential), October 2019 | dr. René Bekker |
| Anne Fischer | Generating text from latent space. Creating novel news headlines from latent space using a Variational Autoencoder, August 2019 | prof.dr. Sandjai Bhulai |
| Inez Wensing | Predicting the outcome of open trajectories within dutch hospitals by using machine learning (confidential), July 2019 | Jaap Storm en prof.dr. Rob van der Mei |
| Yuval Pappie | Predicting online toxic content, July 2019 | Jesper Slik en prof.dr. Sandjai Bhulai |
| Joshua Touati | Deep reinforcement learning for end-to-end autonomous driving, July 2019 | Jesper Slik en prof.dr. Sandjai Bhulai |
| Jeroen Kits | Predicting outcomes of professional darts matches using Hidden Markov Models and Elo rating (confidential), May 2019 | prof.dr. Sandjai Bhulai |
| Sofie de Geus | Image generation using generative adversarial networks, May 2019 | prof.dr. Sandjai Bhulai |
| Ruben Stam | The effect of street network properties on the incidence of burglary (confidential), May 2019 | dr. Elenna Dugundji en Maria Mahfoud MSc |
| Anouar Darrazi | Gradient boosting trees for car insurance claim prediction (confidential), April 2019 | Qingchen Wang |
| Ruth Wijma | Object segmentation in overhead imagery using capsule networks (confidential), April 2019 | dr. Mark Hoogendoorn |
| Maarten Kleinrensink | Generating realistic human sensor data using conditional generative adversarial networks, April 2019 | dr. Mark Hoogendoorn en Ali el Hassouni |
| Emils Vavere | Investigating the usefulness of structural equation modelling for service quality in a SaaS delivery model, April 2019 | prof.dr. Ger Koole |
| Marjolijn Cornelissen | Factorization machines, March 2019 | prof.dr. Sandjai Bhulai |
| Roos Seelen | Reliability of a booking within AFKL cargo (confidential), March 2019 | prof.dr. Rob van der Mei |
| Etienne van de Bijl | Function identification in single node queuing systems using genetic programming, March 2019 | prof.dr. Rob van der Mei |
| Carl van Roon | Time-series forecasting methods in call centers, March 2019 | prof.dr. Ger Koole |
| Thijs Tiedemann | Discrete-event simulation of the accident & emergency with regards to the 4-h completion time target. A research project for business analytics (confidential), February 2019 | dr. René Bekker |
| Bjarty Garcia | Modeling of patient flow in stroke care (confidential), February 2019 | dr. René Bekker |
| Sebastiaan Berendsen | Predicting drug concentration using genetic programming. (confidential), February 2019 | dr. Mark Hoogendoorn |
| Hans Nuijt | The limitations of p-values: an appeal for alternatives, February 2019 | prof.dr. Ronald Meester |
| Sascha van Weerdenburg | Predicting drug serum concentrations using a Long Short-Term Memory network, February 2019 | dr. Mark Hoogendoorn |
| Josan Preijde | Learning from adverse events in hospitals. A machine learning approach to predict which hospital patient records need to be investigated for adverse events (confidential), February 2019 | prof.dr. Sandjai Bhulai |
| Jeroen de Korte | Hospitality revenue management. theory versus practice, January 2019 | prof.dr. Sandjai Bhulai |
| Vincent Jansz | Forecasting short-term mood for depressive patients in therapy, January 2019 | dr. Mark Hoogendoorn |
| Mark de Blaauw | Image verification with Siamese capsule networks, January 2019 | Ali el Hassouni |
| Ellen Mik | New product demand forecasting. A literature study, January 2019 | prof.dr. Ger Koole |
| Robin van Ruitenbeek | Hierarchical agglomerative clustering for product sales forecasting, January 2019 | prof.dr. Ger Koole |
| Daan Crebolder | Sample-efficient optimizers: Bayesian optimization vs. CMA-ES, December 2018 | prof.dr. Guszti Eiben |
| Rob Wanders | Predicting number of transactions with echo state networks (confidential), November 2018 | Floris den Hengst |
| Ciska Mohrs | Prediction of incidence of residential burglary with data about street geometry (confidential), November 2018 | dr. Elenna Dugundji |
| Wilte Falkena | Solving the container relocation problem using tabu search, November 2018 | drs. Bernard Zweers |
| Cor Woudt | Traditional forecasting applied to retail demand, November 2018 | prof.dr. Ger Koole |
| Mathijs Koopman | Direct marketing optimization. Optimizing the email marketing strategy of an airline using data modeling: a literature study, November 2018 | drs. Bernard Zweers |
| Ronald van Zwienen | Effectiveness and efficiency of the CMA-ES algorithm, November 2018 | prof.dr. Guszti Eiben |
| Anne Jonker | The gender pay gap in the technology sector, November 2018 | drs. Bernard Zweers |
| Christine Vinck | Towards a practical predictive maintenance solution. From sensor data to the detection, diagnosis, and prognosis of equipment failures (confidential), November 2018 | prof.dr. Ger Koole |
| Laurèl Joannes | Predicting the most common autoimmune diseases - An experimental comparison of methods for multi-label learning using tree well known classification algorithms, November 2018 | dr. Mark Hoogendoorn |
| Marcoen Beeks | Derivation of the Shannon entropy for parameters that captures driving tasks, October 2018 | dr. Elenna Dugundji |
| Marnix Maas | Community detection - the Kemeny constant as cluster quality function, October 2018 | dr. Elenna Dugundji en Daphne van Leeuwen |
| Barend Verkerk | Beating the bookie in the football betting market without using extensive match data, October 2018 | dr. Eduard Belitser |
| Jiri Brummer | Optimizing community detection using the Kemeny constant, October 2018 | dr. Elenna Dugundji en Daphne van Leeuwen |
| Lucas van der Wall | Economic simulation engine, September 2018 | dr. Svetlana Borovkova |
| Jurn Ullrich | Research paper (confidential), September 2018 | dr. René Bekker |
| Robin Vastenou | Automated localization of lung nodules, September 2018 | dr. Mark Hoogendoorn |
| Roy van der Heide | Home credit default risk (confidential), September 2018 | Qingchen Wang |
| Daniela Zamora Uribe | A discrete choice model to determine the effect of land-use properties on the incidence of residential burglary (confidential), September 2018 | dr. Elenna Dugundji en Maria Mahfoud MSc |
| Alissa de Bruijn | Predicting car insurance tenure (confidential), August 2018 | dr. Eduard Belitser |
| Jurriaan Besenbruch | Fraud detection using machine learning techniques, August 2018 | prof.dr. Sandjai Bhulai |
| Kilian Koreman | Predicting the traffic density on Dutch highways using car sensor data (confidential), August 2018 | dr. Elenna Dugundji |
| Fenna Miedema | Sentiment analysis with Long Short-Term Memory networks, August 2018 | prof.dr. Sandjai Bhulai |
| Shanita Biere | Hate speech detection using natural language processing techniques, August 2018 | prof.dr. Sandjai Bhulai |
| Menno Rotteveel | Effect of introducing a time factor in the container relocation problem, July 2018 | drs. Bernard Zweers |
| Simone Spierings | Text mining & the crisis chat conversations from 113 suicide prevention (confidential), July 2018 | prof.dr. Rob van der Mei |
| Remco Vrinzen | How to predict first travel experiences for new Airbnb users using machine learning methods (confidential), July 2018 | prof.dr. Rob van der Mei |
| Ieva Brantevica | Investigating the relation between first call resolution and average handling time in a call center, July 2018 | prof.dr. Ger Koole |
| Caleb Mensah | Forecast of the KLM lounge occupancy (confidential), July 2018 | prof.dr. Sandjai Bhulai |
| Bjorn Blom | Multi-resource revenue management solutions in hotel industry (confidential), July 2018 | prof.dr. Ger Koole |
| Larissa Westerdijk | Predicting malignant tumor cells in breasts, July 2018 | prof.dr. Sandjai Bhulai |
| Eva van Brummelen | Optimizing shift scheduling and task allocation in long-term care facilities to reduce waiting times, July 2018 | dr. René Bekker |
| Maiky Chintoe | Predictive modeling of credit repayment using imperfect information (confidential), July 2018 | Qingchen Wang |
| Jeroen van Kasteren | Predicting cancer with deep learning. Predictive modeling of colorectal cancer using deep learning on routine electronic medical records, June 2018 | dr. Mark Hoogendoorn |
| Igor van Houte | Early exercise opportunities for American call options on dividend-paying assets, June 2018 | prof.dr. André Ran |
| Tim Elfrink | Predicting the outcomes of MLB games with a machine learning approach, June 2018 | prof.dr. Sandjai Bhulai |
| Tijmen de Zwart | Time-aware neighbourhood-based collaborative filtering, May 2018 | Ruben van de Geer |
| Florentine van Hees | Continuously changing correlations. How to model a correlation between risk factors?, April 2018 | dr. René Bekker |
| Joël Gastelaars | Assessment scores as a predictor of your future performance and potential, April 2018 | prof.dr. Sandjai Bhulai |
| Ilse Goedhart | Predicting INGs IT performance using quantile regression (confidential), March 2018 | Floris den Hengst Msc |
| Emma Schipper | Predicting the rental turnover rate of a housing corporation, March 2018 | dr. Eduard Belitser |
| Pablo Bosch | Predicting the winner of NFL-games using machine and deep learning, February 2018 | prof.dr. Sandjai Bhulai |
| Emil Rijcken | Warehouse process optimization" (confidential), February 2018 | dr. René Bekker |
| Judith Bol | Flexible capacity in clinical pathways, February 2018 | dr. René Bekker |
| Anya Pechina | Optimal pricing for Airbnb listings in Amsterdam (confidential), February 2018 | prof.dr. Rob van der Mei |
| Claudia Sulsters | Simulating formula one race strategies, February 2018 | dr. René Bekker |
| Steven Postmus | Recommender system techniques applied to Netflix movie data, February 2018 | prof.dr. Sandjai Bhulai |
| Rik van Leeuwen | Cancellation predictor for revenue management applied in the hospitality industry, February 2018 | prof.dr. Ger Koole en Daniel Hopman MSc |
| Daan Bakker | Clustering in graphs. Using clustering methods in graphs for insurance fraud detection (confidential), February 2018 | prof.dr. Sandjai Bhulai |
| Dennis Kraakman | Predicting drug concentration levels using machine learning techniques (confidential), February 2018 | dr. Mark Hoogendoorn |
| Arjan Bontsema | Detecting anomalous transactions with autoencoders (confidential), January 2018 | dr. Mark Hoogendoorn |
| Thomas Heeneman | Lung nodule detection by using deep learning, January 2018 | dr. Mark Hoogendoorn |
| Bernard Bronmans | Lung nodule segmentation using 3d convolutional neural networks, January 2018 | dr. Evert Haasdijk |
| Leidy Esperanza Molina Fernández | Recommendation system for Netflix, January 2018 | prof.dr. Sandjai Bhulai |
| Tirza Jochemsen | Comparison of theory and practice of revenue management with undifferentiated demand, January 2018 | prof.dr. Ger Koole |
| Kasper Meijjer | Scrap rate prediction (confidential), January 2018 | dr. Evert Haasdijk |
| Desmond Cheung | Optimization of work schedules in nursing homes (confidential), December 2017 | dr. René Bekker |
| Veronika Zhezhela | Predicting customer preferences using RFM analytics, December 2017 | prof.dr. Sandjai Bhulai |
| Marius van den Bergh Weerman | Selecting the right variables for the mortality parameter study of Vivat (confidential), December 2017 | dr. Eduard Belitser |
| Brian Verweij | Predicting 30-day readmission probabilities and duration until readmission at the intensive care | dr. Mark Hoogendoorn |
| Bart van Aalst | Prediction of inflight sales for KLM. Predicting likeliness to purchase for known loyalty members (confidential), November 2017 | prof.dr. Sandjai Bhulai |
| Ratna Agung | Selecting a stock portfolio using the ensemble methods revenue predictions and margin of safety estimations (confidential), November 2017 | dr. Mark Hoogendoorn |
| Luc Severeijns | What is blockchain? How is it going to affect Business?, November 2017 | prof.dr. Sandjai Bhulai |
| Jan-Willem Feilzer | Optimizing high school placement in Amsterdam through ant colony optimization (confidential), November 2017 | dr. Evert Haasdijk |
| Arno Hendriksen | Analytics on pension valuations, November 2017 | dr. Eduard Belitser |
| Jantine Flendrie | Arrival patterns and wait time at metro stations (confidential), October 2017 | dr. René Bekker |
| Laura van der Bijl | The robustness of non-decreasing dynamic pricing, October 2017 | prof.dr. Ger Koole |
| Dino Spirtovic | Function discovery in queuing models with genetic programming, October 2017 | dr. René Bekker |
| Derek van den Elsen | Santander customer satisfaction, October 2017 | dr. Mark Hoogendoorn |
| Oksana Kachaniuk | Trinomial decision tree method applied to European options (confidential), October 2017 | prof.dr. André Ran |
| Jeroen Hörters | Session-based queueing systems. Modelling, simulation, and approximation, September 2017 | prof.dr. Sandjai Bhulai |
| Milou Meeuwisse | Predicting train delays at first departure (confidential), September 2017 | prof.dr. Rob van der Mei |
| David Lotten | How to best determine scheduled block times for a Dutch airline, September 2017 | prof.dr. Sandjai Bhulai |
| Shanti Bruyn | Blockchain: an introduction, August 2017 | prof.dr. Rob van der Mei |
| Omesh Debipersad | Predicting the use of fire department materials at an incident, August 2017 | prof.dr. Rob van der Mei |
| Marjolein Bosson | Forecasting mortality time series (confidential), August 2017 | prof.dr. Sandjai Bhulai |
| Georgios Christos Chouliaras | Predicting participant behavior and dropout in a physical activity experiment using machine learning (confidential), August 2017 | Bart Kamphorst MSc BA |
| Jesper Slik | Limited edition product sales forecasting (confidential), August 2017 | prof.dr. Sandjai Bhulai |
| Ashvin Jayaraj | Cluster-based forecasting for laboratory samples, August 2017 | prof.dr. Sandjai Bhulai |
| Mark Vermeer | Predicting travel behaviour based on smart card data (confidential), August 2017 | prof.dr. Rob van der Mei |
| Wouter den Duijn | Measuring the distribution of the punctuality for passengers on a train journey with zero or more transfers, August 2017 | dr. mr. Bram Gorissen |
| Julian Alferink | Lung nodules detection in CT scans using CAD systems (confidential), July 2018 | dr. Mark Hoogendoorn |
| Kylie van der Moot | Determining optimal airline seat prices using booking curve predictions and a price elasticity estimation on a flight level (confidential), July 2017 | prof.dr. Rob van der Mei |
| Sinit Tafla | Generic entity resolution approach (confidential), July 2017 | prof.dr. Sandjai Bhulai |
| Suzanne van der Velden | The prediction of show ups at the doctor, July 2017 | prof.dr. Sandjai Bhulai |
| Nils Mackay | Predicting goal probabilities for possessions in football, July 2017 | prof.dr. Sandjai Bhulai |
| Jan van der Vegt | Purpose-based destination recommender (confidential), May 2017 | dr. Mark Hoogendoorn |
| Sil Grosscurt | Data science in a world of plants - Predicting weekly sales (confidential), May 2017 | prof.dr. Rob van der Mei |
| Mark Menagie | Predicting risk of mortality with a temporal pattern mining approach (confidential), May 2017 | dr. Mark Hoogendoorn |
| Yura Perugachi-Diaz | Correlation in linear regression, May 2017 | dr. Bartek Knapik |
| Marloes Boxelaar | Shift scheduling in a nursing home using simulated annealing, May 2017 | dr. René Bekker |
| Rozemarijn Veldhuis | Predicting individual employee turnover using machine learning techniques, April 2017 | prof.dr. Sandjai Bhulai |
| Laurens Bos | Scale and flexibility in the VUmc's clinical wards (confidential), April 2017 | dr. René Bekker |
| Chi Chun Wan | Lung nodules detection in CT scans, April 2017 | dr. Mark Hoogendoorn en dr. Evert Haasdijk |
| Francien Meijer | Detection of lung nodules in CT scans: Comparison between different machine learning techniques, March 2017 | dr. Mark Hoogendoorn |
| Valeria Fonti | Feature selection using LASSO (pdf-file), March 2017 | dr. Eduard Belitser |
| Manon Wintgens | Predicting the profitability level of companies regarding the five comparability factors (.pdf-fiel), March 2017 | dr. Eduard Belitser |
| Dimitry Erkin | The stochastic vehicle routing problem, February 2017 | prof.dr. Ger Koole |
| Babiche de Jong | Optimizing the planning of the one day treatment facility of the VUmc, January 2017 | dr. René Bekker |
| Kevin Land | Statistics and Accountancy. (How) Does financial audit have to cope with the multiple testing problem? (confidential), January 2017 | dr. Wessel van Wieringen |
| Jeffrey de Deijn | Predicting fire brigade incidents, January 2017 | prof.dr. Rob van der Mei |
| Job Ammerlaan | Solving Markov Decision Processes with neural networks, January 2017 | prof.dr. Sandjai Bhulai |
| Abel Hijmans | Dutch football prediction using machine learning classifiers (confidential), January 2017 | dr. Sandjai Bhulai |
| Jullian van Kampen | Predicting colorectal cancer with the aid of temporal patterns, December 2016 | dr. Mark Hoogendoorn |
| HMN Yousaf | Analysing which factors are of influence in predicting the employee turnover, November 2016 | dr. Sandjai Bhulai |
| My Loan Tong | Statistical analysis on cultural differences in grading employees (confidential), November 2016 | dr. Bartek Knapik |
| Linda Koetsier | Making a robust prediction of the future mortality among insured at Vivat (confidential), November 2016 | dr. Sandjai Bhulai |
| Nikita Galinkin | Identifying news articles in Dutch tweets, October 2016 | ir. Marijn ten Thij |
| Marieke Kortsmit | Process mining: a comparative tool study (confidential), October 2016 | dr. Hendrik Leopold |
| Hanna Nap | Predicting the connection between mobile devices and cookies, October 2016 | prof.dr. Guszti Eiben |
| Pjotr Roelofsen | Determining the capacity of the central registration desk of the VUmc, August 2016 | dr. René Bekker |
| Hessel Jonker | The number of urgent calls per nurse, July 2016 | dr. René Bekker |
| Erwin Huijzer | Predicting Partial Churn in Air Cargo using Deep Learning (confidential), July 2016 | dr. Julien Hubert |
| Priy Werrij | Clustering Ordinal Survey Data in a Highly Structured Ranking, July 2016 | dr. Mark Hoogendoorn |
| Koen Koopen | Predicting exchange applications. Using statistical models to predict the number exchange applications of VU students (confidential), July 2016 | dr. Bartek Knapik |
| Suzanne Wetstein | Beating election polls with Twitter. A visualization study, July 2016 | dr. Bartek Knapik |
| Bram Rodenburg | Deep learning in histopathology (pdf-file), June 2016 | dr. Ted Meeds |
| Irene Oudshoorn | Predicting website performance (confidential), June 2016 | dr. Fetsje Mone - Bijma |
| Ivo van der Stap | Approximating queueing functions with simulation and data analysis | dr. René Bekker |
| Sabine Goezinne | A genetic algorithm for kidney transplantation matching, March 2016 | dr. René Bekker en dr. Kristiaan Glorie |
| Tobias Dekker | Impact of electric vehicles on the low voltage grid (confidential), March 2016 | dr. Eduard Belitser |
| Adnan Kuhait | Features selection. Small-n large-p sparse GLM: case study, February 2016 | dr. Eduard Belitser |
| Kwongyen Mok | Early prediction of mortality at the intensive care unit (confidential), February 2016 | dr. Mark Hoogendoorn |
| Tamara Ockhuijsen | Carry-on hand luggage prediction (confidential), February 2016 | dr. Mark Hoogendoorn |
| Ali el Hassouni | Data-driven models for mortality assessment at the Intensive Care Unit, February 2016 | dr. Mark Hoogendoorn |
| Léon Roeterdink | Finding the minimum level of ship emissions within a port (confidential), January 2016 | dr. Sandjai Bhulai |
| Else Wolfswinkel | Effects on waiting times when pairs are prioritized in kidney Paired Donation, January 2016 | dr. Kristiaan Glorie en dr. René Bekker |
| Youri van Son | Process analysis of mortgage applications (confidential), January 2016 | dr. Evert Haasdijk |