| Name | Title Business Analytics Report. | Supervisor |
| Austin Dickerson | Cost Optimization for Freight Distribution Networks with Consolidation Facilities, November 2024 | dr. Oliver Fabert |
| Julian van Meggelen | Towards Deep Representation Learning for Fraud Classification, November 2024 | dr. Kevin Luck |
| Peter Derksen | Vehicle routing optimization for a vendor-managed inventory supply chain (confidential), November 2024 | dr. Bob Planque |
| Stergios Ntanavaras | Conversational Triple Extraction for Diabetes Healthcare Management Using Synthetic Data, November 2024 | prof.dr. Piek Vossen |
| Michiel de Ronde | Enhancing Airport Security with Computer Vision. A Comparative Study of Deep Learning Models for Efficient and Reliable Threat Detection in X-Ray Imagery of Luggage, October 2024 | dr. Anil Yaman |
| Remi Verdiesen | Assessing the impacts of extreme precipitation events: a climate stress-testing approach (confidential), October 2024 | dr. Eduard Belitser |
| Ivo van Miert | Top-Down vs Bottom-Up Human Pose Estimation in Football Action Classification in a Monocular Camera System, September 2024 | dr. Vincent Francois Lavet |
| Xiaojing Lin | Shipment Detention Prediction in Customs Clearance: A Comparison of Machine Learning Models (confidential), September 2024 | dr. Shujian Yu |
| Renske Dijkstra | The Effects of Data Augmentation and Synthetic Data in Breast Cancer Detection, September 2024 | dr. Karine Miras |
| Heng Wang | Forecasting Egg Prices: A Time Series Analysis with Economic and Market Influences, August 2024 | prof.dr. Rob van der Mei |
| Sander Genot | Predictive Modeling in Stock Market Price Forecasting: Challenging the Efficient Market Hypothesis, August 2024 | dr. Rene Bekker |
| Luuk van Zonneveld | Optimizing berth planning at container terminals utilizing shore power, August 2024 | prof.dr. Ronald Meester |
| María Ármann | Horizontal collaboration in transportation and logistics: identifying long-term collaborative partners, August 2024 | prof.dr. Rob van der Mei |
| Mohamed Aghaddar | Exploring Data Synthesis Strategies on Tabular vs. Aggregated Data Sources for Official Statistics (confidential), August 2024 | dr. Anil Yaman |
| Thom Ezechiels | Optimizing Pricing Strategies for Durable Goods Using Reinforcement Learning (confidential), August 2024 | dr. Vincent Francois-Lavet |
| Tymen Bakker | Predictive Modelling of the Overnight Change in the Price Discrepancies Between American Depository Receipts and their Underlying Shares (confidential), August 2024 | dr. Vincent Francois-Lavet |
| Eda Vedzhhi | Fair Pricing Mechanisms for Demand Steering, August 2024 | prof.dr. Rob van der Mei |
| Floris Brouwer | Employing Large Language Models for the process of production planning (confidential), August 2024 | prof.dr. Sandjai Bhulai |
| Job Groeneveld | Multi-Objective Optimization of Toplogical Remedial Actions in Power Grids using Evolutionary Algorithms, August 2024 | dr. Alessandro Zocca |
| Dennis van Nieuwkerk | From Data to the Stands: Optimizing Football Fan Engagement Through Data Analytics (Confidentail), July 2024 | prof.dr. Rob van der Mei |
| Casper van Loon | Reducing waiting times in acute elderly care: a case study for the region of Twente, July 2024 | dr. Rene Bekker |
| Niels Bosdam | Predicting Crowdedness On GVB Tram Lines Using a Machine Learning Approach (confidential), July 2024 | prof.dr. Sandjai Bhulai |
| Martine Hoedjes | Leveraging Machine Learning for Strategic Parking Management in Cities: Predictive Insights and Visualizations (confidential), July 2024 | prof.dr. Sandjai Bhulai |
| Quinten van der Kaaij | Leveraging Machine Learning Algorithms to Improve Fashion Demand Forecasting, July 2024 | prof.dr. Guszti Eiben |
| Nina Hofstede | Quantifying the relation between ESG and financial performance using machine learning, July 2024 | dr. Paulo Jorge de Andrade Serra |
| Maaike Teunisse | Reconstructing Missing Joint Data in Football Matches Using Machine Learning Techniques. Filling in missing frames in positional football player data using Transformer and CNN models, July 2024 | prof.dr. Mark Hoogendoorn |
| Caroline Oostveen | Forecasting upsell in the airline industry, July 2024 | dr. Joost Berkhout |
| Sara Lute | What If we Cannot See the Full Picture? Anti-Money Laundering in Transaction Monitoring, July 2024 | prof.dr. Guszti Eiben |
| Mandy van der Maas | Unsupervised and semi-supervised anomaly detection on sensor data using LSH. A generic framework for anomaly detection in predictive maintenance (confidential), July 2024 | dr. Vincent Francois-Lavet |
| Thijs Klumpenaar | Dynamically scaling Azure resources using Machine Learning, July 2024 | dr. Rianne de Heide |
| Femke Deesker | Analyzing customers’ willingness to pay in the air cargo sector (confidential), July 2024 | prof.dr. Ger Koole |
| Norbert Kempen | Load shifting using short-term forecasting and optimised battery storage (confidential), July 2024 | dr. Rene Bekker |
| Anastasiia Mazurak | Exploring Scalable Demand-Forecasting Models for Restaurants: A Comparative Analysis of Individual and Cluster-Based Approaches (confidential), July 2024 | prof.dr. Guszti Eiben |
| Rosalie Bakker | Predicting flight demand for passengers and cargo for the mid-long term (confidential), July 2024 | Joris Slootweg and prof.dr. Rob van der Mei |
| Annemarie Schaefers | What are my chances? Predicting social housing allocation with AI, July 2024 | prof.dr. Guszti Eiben |
| Gerke Schaap | A Comparison In Predicting Regional House Prices Using Advanced Machine Learning Techniques, July 2024 | prof.dr. Rob van der Mei |
| Nikki Waling | ECGi to ECGai. The implementation of deep learning models for Electroanatomic Mapping of the ventricular endo-, epi- and myocardium (confidential), July 2024 | dr. Shujian Yu |
| Louisa Crijnen | Learning Parking Times: Understanding the Impact of Parking Time Predictions on Overall Travel Time Estimations in an E-Grocery Setting (confidential), July 2024 | prof.dr. Guszti Eiben |
| Emiel Goldman | Comparative Analysis of Traditional Machine Learning Models and BERT for Short Financial Text Classification, July 2024 | prof.dr. Ger Koole |
| Stan Schonk | Predictive Modeling and Causal Inference in the Steel Industry: A Comprehensive Study on Production Level and Variable Interventions (confidential), July 2024 | dr. Rene Bekker |
| Abdellah Louchahi | Dealer Network Expansion of Audi Vietnam (confidential), June 2024 | prof.dr. Sandjai Bhulai |
| Ottavio Mans | Predicting Passenger Volumes with Machine Learning: Enhancing Efficiency in Security Scheduling (confidential), June 2024 | prof.dr. Frank van der Meulen |
| Floor Deben | Deep Learning for Outlier Detection in 4D IVIM MRI. A study on real-time Automated Artifact Detection, June 2024 | dr. Rikkert Hindriks |
| Ecaterina Efimenko | NLP Techniques for Effective ESG Information Extraction and Classification (confidential), June 2024 | prof.dr. Mark Hoogendoorn |
| Berkan Arik | Assortment Planning with Multi-objective Evolutionary Algorithms (confidential), June 2024 | dr. Joost Berkhout |
| Lucas Kreukniet | Strategic Supply Chain Planning Under Uncertainty (confidential), June 2024 | dr. Alessandro Zocca |
| Jantine Paasschens | Inventory Strategy Optimisation: A Markovian Approach to Adapt for Fluctuations and Disruptions in the Ordering Process (confidential), May 2024 | prof.dr. Ger Koole |
| Matthias Agema | Efficiency in WKR Compliance: Ledger Data Classification using Transformers and kNN (confidential), April 2024 | dr. Shujian Yu |
| Floor Hegge | Recipe demand forecasting at an online supermarket using availability information (confidential), April 2024 | prof.dr. Sandjai Bhulai |
| Bryan van Ingen | Trajectory Prediction in a Digital Twin for Autonomous Ground Service Operations, April 2024 | prof.dr. Rob van der Mei |
| Frank Zweet | Order Batching Problem (confidential), March 2024 | prof.dr. Ronald Meester |
| Olga Krylova | Leveraging Graph Neural Networks for Quadratic Unconstrained Binary Optimization Problems, March 2024 | prof.dr. Sandjai Bhulai |
| Philip van der Hoek | Anomaly detection in automated financial consolidation (Confidentail), March 2024 | dr. Rikkert Hindriks |
| Claudia Quintans | Studying the Relationship Between Price Fluctuations and Consumer Behavior (confidential), March 2024 | prof.dr. Mathisca de Gunst |
| Lisa de Jong | An Analytical Approach to Capacity Analysis on the Dutch Railway Network, February 2024 | prof.dr. Ronald Meester |
| Ársól Ólafsdóttir | Streamlining Intermediate Elderly Health Care in the Netherlands: A Discrete Event Simulation Approach to Reducing Waiting Times (Confidentail), February 2024 | prof.dr. Rob van der Mei |
| Lars van Dalen | Predicting success of new product launches in the Dutch dairy market using machine learning methods, February 2024 | dr. Karine Miras |
| Tim van Walsem | Demand Forecasting in a Disrupted Bicycle Market, January 2024 | prof.dr. Mathisca de Gunst |
| Claudia Bokhorst | Assortment Optimization Model: What items to include to maximize profit? (confidential), December 2023 | prof.dr. Sandjai Bhulai |
| Niels Ham | Causal Discovery of Market Values in Edible Oils Sales, December 2023 | dr. Shujian Yu |
| Konstantinos Fliakas | Key-Value Pair Extraction from Dutch Employer Statement Documents: A Multimodal Deep Learning Approach, December 2023 | dr. Karine Miras |
| Alexandros Tsiamas | Optimization of a complex Holiday Assignment Model, November 2023 | prof.dr. Ger Koole |
| Joachim van der Lei | Designing Recommender Systems: Mitigating Cold Start, Accommodating Changing Preferences, and Handling Limited Item Features (confidential), November 2023 | dr. Anil Yaman |
| Falk Sinke | Towards a vertical future: Optimising crop scheduling in a vertical farm using hybrid methods (confidential), November 2023 | dr. Bob Planque |
| Derk van Ewijk | From Confounding to Clarity: A Causal Approach to EU Butter Price Modeling (confidential), November 2023 | dr. Paulo Jorge de Andrade Serra |
| Cynthia Jonkman | A Comparative Study: Machine Learning for Forecasting Customer Complaints (Confidentail), November 2023 | prof.dr. Rob van der Mei |
| Esmee Beks | Predicting Maximum Ship Movements Based on Weather Data (Confidentail), October 2023 | dr. Rikkert Hindriks |
| Emiel Hess | The application and analysis of meta-learning in Federated Face Recognition., October 2023 | prof.dr. Sandjai Bhulai |
| Hidde van Zalm | Nowcasting broker-dealers’ short-sell exposure (confidential), October 2023 | dr. Natalie Kessler |
| Martijn Vermeulen | A Comparative Analysis of Machine Learning Models in Predicting Customer Lifetime Value (confidential), September 2023 | dr. Anil Yaman |
| Abel van Gennep | Leveraging XAI and IAI to comprehend email marketing, September 2023 | dr. Karine Miras |
| Iker Antonio Olarra Maldonado | Telosian: a real-time anomaly detection algorithm optimized for concept drift, September 2023 | prof.dr. Rob van der Mei |
| Julia Hazenberg | Comparing ANN and LightGBM for Predicting Dairy Cow Milk Production at the Beginning of First Lactation (confidential), September 2023 | prof.dr. Ronald Meester |
| Floris Schmidt | Household Energy Flexibility and Battery Control through Reinforcement Learning (confidential), September 2023 | dr. Alessandro Zocca |
| Jack Spanjer | Predicting performance using player characteristics, September 2023 | prof.dr. Rob van der Mei |
| Dominique Woof | Make EDDIE Great Again! Optimizing professional-project matching by means of Large Language Models AN EMPIRICAL RESEARCH, August 2023 | dr. Rene Bekker |
| Linda van Vliet | Reliability Analysis of Heat Interface Units of District Heating Networks (confidential), August 2023 | prof.dr. Mark Hoogendoorn |
| Laurens Papadopoulos | A Bi-Objective Heterogeneous Open Vehicle Routing Problem, August 2023 | prof.dr. Rob van der Mei |
| Lisette van Lange | Dynamic Pricing in the Danish Beer Market (confidential), August 2023 | prof.dr. Ger Koole |
| Mette Wiezer | Predicting emergency admissions at nursing units (confidential), August 2023 | dr. Rene Bekker |
| Kalliopi Liopyraki | Optimal Inventory Levels using a Deterministic & Robust MILP model for a Single-Item Multi-Period Lot-Sizing Problem (confidential), August 2023 | dr. Joost Berkhout |
| Wesley Sieraad | Applying Machine Learning Techniques to Forecast Amateur Football Game Outcomes, A Study in Ranking Dutch Amateur Football Teams Using Open-Source (confidential), August 2023 | dr. Eric Pauwels |
| Michele Belloli | Price Elasticity and Optimization for e-Retailers (confidential), August 2023 | dr. Joost Berkhout |
| Tarik Benmoussa | Production and Order Planning in Bicycle Manufacturing (confidential), August 2023 | dr. Joost Berkhout |
| Süheyla Yildiz | Predictive Cost Model for an Omnichannel Retail Company (confidential), August 2023 | prof.dr. Frank van der Meulen |
| Lena Eichhorn | A Loss Network Simulation Model for Birth Centre Capacity (confidential), August 2023 | dr. Rene Bekker |
| Dominic Istha | Designing Human-centered News Recommender Systems, August 2023 | dr. Vincent Francois Lavet |
| Maud Roodenburg | The impact of weather factors on the sales (confidential), August 2023 | dr. Rene Bekker |
| Charissa Kertowidjojo | The opportunities of synthetic data for the Dutch employee insurance agency (UWV), (confidential), August 2023 | dr. Vincent Francois Lavet |
| Amy Körver | Vehicle Stop Duration of Last Mile Deliveries (confidential), August 2023 | dr. Paulo Jorge de Andrade Serra |
| Godelieve ten Have | Personalized churn prediction applied to the shared mobility operator felyx (confidential), August 2023 | prof.dr. Ronald Meester |
| Nasrin Rastgoo | Energy Poverty Prediction in the Netherlands with Machine Learning Models, August 2023 | dr. Karine Miras |
| Merel Sliepenbeek | Predicting Repo Rollovers, August 2023 | prof.dr. Rob van der Mei |
| Bruno van Beek | Robust Time Slot Allocation for Efficient Security Screening at Amsterdam Airport Schiphol (confidential), July 2023 | prof.dr. Rob van der Mei |
| Isis de Lange | Exploring Machine Learning Approaches for Football Shot Detection. A comparative study, July 2023 | prof.dr. Guszti Eiben |
| Bart Gijsbertsen | Increasing working capital by forecasting the payment date of invoices (Confidentail), July 2023 | dr. Rikkert Hindriks |
| Wesley de Lange | Improving Defensive Analysis in Football (Confidentail), July 2023 | dr. Rikkert Hindriks |
| Tim von Lücken | Airplane Seat pricing: Prediction and Optimization based on historical data, July 2023 | prof.dr. Ger Koole |
| Tessa van Liempt | The impact of moving patient groups in the OR schedule on the bed utilization of the nursing ward (confidential), July 2023 | dr. Rene Bekker |
| Fergus Hathorn | Planning Under Uncertainty: Strategic Decision Making in Supply Chain Network Design, July 2023 | dr. Alessandro Zocca |
| Philline Dikker | Optimisation of the workforce to achieve diversity targets by using Reinforcement Learning (confidential), July 2023 | prof.dr. Guszti Eiben |
| Mahir Alioua | Machine learning for pricing financial instruments (confidential), July 2023 | prof.dr. Rob van der Mei |
| Eline Belt | Analysis and short-term forecasting of traffic intensity: Exploring the impact of road maintenance, July 2023 | prof.dr. Rob van der Mei |
| Hannah van Goor | Controversy detection in Dutch news, July 2023 | dr. Anil Yaman |
| Pim Nijhuis | A data-driven approach to multi-touch attribution modeling: balancing between interpretability and performance (confidential), July 2023 | prof.dr. Sandjai Bhulai |
| Morris Heijke | Industrial machine energy consumption forecasting (confidential), July 2023 | prof.dr. Guszti Eiben |
| Melissa Kappe | Optimizing production and inventory planning with demand forecasting for Tenzing (confidential), July 2023 | prof.dr. Rob van der Mei |
| Femke Malij | Prediction of shop visit revenue, costs, FA-margin and lease costs (confidential), July 2023 | dr. Rene Bekker |
| Kiki Wong | The potential of (semi-) supervised machine learning models in the cost reduction of the Know-Your-Customer Process (confidential), July 2023 | prof.dr. Sandjai Bhulai |
| Christa van Dijk | Detecting duplication of entities in the client database using an Entity Resolution framework(confidential), June 2023 | dr. Anil Yaman |
| Bing Tan | A Competitor pricing strategy for OTAs using deep learning (confidential), June 2023 | dr. Eduard Belitser |
| Apala Saha | Academic customer churn analytics (confidential), June 2023 | prof.dr. Sandjai Bhulai |
| Koen Sijpesteijn | Application of log parsing methods for unsupervised log anomaly detection with an auto-encoder: worthwhile or -less?(confidential), June 2023 | dr. Vincent Francois Lavet |
| Jamie Kan | Predicting the most suitable study track for Dutch high school students (confidential), June 2023 | prof.dr. Sandjai Bhulai |
| Robert Brandemann | Bilingual text classification using transformer models and k-NN, June 2023 | dr. Vincent Francois Lavet |
| Jurrian Sollie | Renewal of longevity reinsurance. Seeking the best balance between risk mitigation and balance optimisation (confidential), May 2023 | dr. Eduard Belitser |
| Katja van der Perk | Capacity allocation for the reduction of bottlenecks in the Amsterdam elderly care system, May 2023 | prof.dr. Rob van der Mei |
| Nina Malbašić | Integration of maintenance and routing optimization (confidential), April 2023 | dr. Alessandro Zocca |
| Fay Westendorp | Comparative study on object detection models and augmentation techniques for face detection on camera-captured identity documents, April 2023 | prof.dr. Mark Hoogendoorn |
| Michiel Kempkens | Deep reinforcement learning for temperature setpoint control, April 2023 | dr. Vincent Francois Lavet |
| Nina Malbasic | Integration of maintenance and routing optimization (confidential), April 2023 | dr. Alessandro Zocca |
| Osman Azizi | Can the resistance’s effect on the disconnectors’ temperature change be separated from other factors’ effects and used to estimate the contact resistance of the disconnector? (Confidentail), March 2022 | dr. Rikkert Hindriks |
| Tim van der Mei | Improving the efficiency of expiration date checking at a large supermarket chain (confidential), March 2023 | prof.dr. Sandjai Bhulai |
| Renze Dijkstra | Online stock allocation strategies: An explorative study of the alternating shipment landscape (confidential), March 2023 | dr. Alessandro Zocca |
| Max de Bruijne | Leveraging the power of machine learning and explainable AI for actionable and insightful trial conversion predictions (confidential), March 2023 | prof.dr. Mark Hoogendoorn |
| Archika Devaraj | Customer churn modelling for a Dutch price fighting mobile telecom provider (confidential), March 2023 | dr. Dennis Dobler |
| Britt Hale | Dynamic setpoint control in HVAC systems to minimize electricity in non-residential buildings. Using a multi-variable model and predictive modeling, March 2023 | dr. Rianne de Heide |
| Anna Tsachouridi | Company’s cost-effective strategy (confidential), March 2023 | dr. Alessandro Zocca |
| Jessica Eggen | Breaking the purchasing pattern: A recommender system for an online supermarket to suggest unexplored products (confidential), March 2023 | prof.dr. Mark Hoogendoorn |
| Britt Verhoeven | Training machine learning models on weather data for demand forecasting for supermarkets (confidential), March 2023 | dr. Oliver Fabert |
| Daan Otto | A green supply chain for repairable items (confidential) , February 2023 | dr. Alessandro Zocca |
| Martijn Wesselius | Detection of defective Insulated Rail Joints (IRJs) with a semi-supervised learning-based approach, February 2023 | dr. Jakub Tomczak |
| Christoph de Jong | Data driven delisting decisions at Company A. Researching the added value of basket analysis and machine learning forecasting on delisting decisions (confidential), February 2023 | prof.dr. Ger Koole |
| Junot Hardy | Using a flexible and adaptive hyper-heuristic to create an efficient tool for solving vehicle routing problems (confidential), January 2023 | dr. René Bekker |
| Wenxin Chen | Anomaly detection in steel production line, January 2023 | prof.dr. Ger Koole |
| Mei Li Tan | Can machine learning techniques aid hierarchical product taxonomy (confidential), December 2022 | prof.dr. Sandjai Bhulai |
| Pieter Steur | Applying machine learning to predict subarachnoid hemorrhage outcomes during hospitalization (confidential), November 2022 | dr. Eduard Belitser |
| Dave de Moel | Delivery frequency optimization and transportation costs minimization at Etos, November 2022 | dr. Joost Berkhout |
| Christiaan Smit | Tool placement and smart notification in the civil volunteer network. Follow-up research for the fire department Amsterdam-Amstelland on the future civilian network, November 2022 | prof.dr. Rob van der Mei |
| Mees Benninga | A first ever employee benefits recommender system (confidential), November 2022 | prof.dr. Sandjai Bhulai |
| Quirijn Busch | Application of topic modeling for text document management to facilitate the research phase of consultants, October 2022 | Salim Salmi, prof.dr. Sandjai Bhulai and prof.dr. Rob van der Mei |
| Nick Foree | Machine learning predictions of customer churn from store and e-commerce data, October 2022 | dr. Paulo Jorge de Andrade Serra |
| Mathijs Pellemans | Computational analysis of motivational interviewing in chat conversations (confidential), October 2022 | prof.dr. Rob van der Mei |
| Bart Silven | Predicting dutch buy-to-let arrears using machine learning (confidential), October 2022 | dr. Paulo Jorge de Andrade Serra |
| Jimmy Gijsel | Reducing waiting lists for mental healthcare patients with data-driven decisions, September 2022 | prof.dr. Rob van der Mei |
| Felix Warners | Explaining neural networks for image recognition (confidential), September 2022 | dr. Jakub Tomczak |
| Yorran Reurich | Optimization of a multi-period two-stage transportation problem for a subscription-based company, September 2022 | dr. Alessandro Zocca |
| Sebastiaan Peek | The influence of Twitter sentiment on Bitcoin prices, September 2022 | dr. Eduard Belitser |
| Serhat Bucak | Implementing a natural language interface for a data platform using GPT-3 and graph databases (confidential), September 2022 | dr. Benno Kruit |
| Stan van Loon | Het vergroten van de efficiëntie van de incasso afdeling (confidential), August 2022 | prof.dr. Sandjai Bhulai |
| Tim Vorstenbosch | De-identifying personal information in Dutch mortgage documents using named entity recognition, August 2022 | prof.dr. Sandjai Bhulai |
| Roy Gomersbach | Sales funnel forecasting (confidential), August 2022 | prof.dr. Sandjai Bhulai |
| Lotte Huft | Unsupervised outlier detection in support of financial due diligence, August 2022 | prof.dr. Mark Hoogendoorn |
| Michelle Rutte | Dutch sentiment analysis on Twitter, August 2022 | prof.dr. Rob van der Mei |
| Hatim Akidas | A machine learning approach to predict service level for call centers, August 2022 | dr. René Bekker |
| Koen Hoogkamp | Recommender system for the hospitality industry using machine learning techniques (confidential), August 2022 | prof.dr. Ger Koole |
| Falke Boskaljon | Automatic locating of suspended streetlights and overhead cables in urban point clouds, August 2022 | dr. Vincent Francois Lavet |
| Tara Zver | A robust approach to integrated order picking and vehicle routing problem in a B2C e-commerce context (confidential), August 2022 | dr. Joost Berkhout |
| Jurriaan Hartog | Anomaly detection for bearings of induction motors based on autoencoder neural networks (confidential), August 2022 | prof.dr. Ger Koole |
| Britt Boorsma | Comparison of different text classification methods to predict people’s mindsets (confidential), August 2022 | prof.dr. Guszti Eiben |
| Intern N.N. | Predictive maintenance for sewage pumping stations using machine learning. A comparative study, July 2022 | prof.dr. Rob van der Mei |
| Zoë Lascaris | reinforcement learning for selecting input scenarios for radar systems (confidential), July 2022 | dr. Vincent Francois Lavet |
| Jens van Holland | Splitting multi-document files into logical sub-documents using multimodal deep learning models, July 2022 | dr. Jakub Tomczak |
| Berend Markhorst | Truck scheduling with collaborative planning at KLM cargo (confidential), July 2022 | prof.dr. Rob van der Mei |
| Heleen Eisen | Wildlife facility occupation in North Groningen using processed sensory data (confidential), July 2022 | prof.dr. Guszti Eiben |
| Leonie Gorka | Student performance prediction. Are complex models always the best option? (confidential), July 2022 | prof.dr. Guszti Eiben |
| Sedef Yagci | Analyzing the effect of KPIs on conversion rate in the Air Cargo sector using machine learning techniques (confidential), July 2022 | prof.dr. Rob van der Mei |
| Christa Vendel | Optimal inventory levels at Etos, July 2022 | prof.dr. Ger Koole |
| Jaimie Rutgers | Real-time prediction of intradialytic hypotension (confidential), July 2022 | prof.dr. Mark Hoogendoorn |
| Bas van der Bijl | Dynamic gate planning: A linear approach, July 2022 | prof.dr. Ger Koole |
| Loes van Strien | Recommendation challenge: the trade-off between accuracy and diversity (confidential), July 2022 | prof.dr. Sandjai Bhulai |
| Cato van Willige | A deep learning approach to predicting order returns (confidential), July 2022 | prof.dr. Sandjai Bhulai |
| Cathelijn Kuijt | Prediction of customer lifetime value in e-commerce fashion retail, July 2022 | prof.dr. Rob van der Mei |
| Annick Beentjes | Multi-class classification of cost centers and accounts in hospital financial data (confidential), July 2022 | dr. René Bekker |
| Arnold Dijk | Generating Trajectories for Offensive Players in Professional Football, June 2022 | dr. Vincent Francois Lavet |
| Shwetambari Tiwari | Complaint similarity using information retrieval (confidential), June 2022 | prof.dr. Guszti Eiben |
| Tom de Valk | A deep learning and reinforcement learning approach to stock prediction-based portfolio optimization (confidential), June 2022 | dr. Jakub Tomczak |
| Timon Likić | Automated valuation model. Instant valuation of real estate property (confidential), June 2022 | dr. Vincent Francois Lavet |
| Ferdi Vestering | Soil moisture prediction (confidential), June 2022 | dr. Jakub Tomczak |
| Sjors Peerdeman | Self-supervised learning in avocado quality prediction: visual feature extraction through pretraining, June 2022 | dr. Jakub Tomczak |
| Karel Schorer | Predicting on-street parking violations (confidential), May 2022 | dr. Elenna Dugundji |
| Arnoud van Suijdam | EEG data classification. Classifying motor imagery EEG data to create a brain computer interface For gaming, May 2022 | prof.dr. Mark Hoogendoorn |
| Nadine Schürmann | Merchandise demand forecasting in the football industry (confidential), April 2022 | prof.dr. Sandjai Bhulai |
| Brecht van Kuijk | Predictive maintenance on an electrical motor overheating problem (confidential), April 2022 | prof.dr. Ger Koole |
| Romy Smith | Algorithmic FX trading: Optimizing the venue selection mechanism (confidential), April 2022 | prof.dr. Ger Koole |
| Francine Verbeek | Exploring the possibilities of applying an unsupervised machine learning model to detect VAT carousel fraud, April 2022 | prof.dr. Mark Hoogendoorn |
| Rein van Lennep | Logistics demand forecasting by applying machine learning models in the animal food industry (confidential), April 2022 | dr. Alessandro Zocca |
| Carlijn van Doorne | Measuring corporate culture using text analysis (confidential), March 2022 | prof.dr. Mark Hoogendoorn |
| Julian Derks | Camera-based respiration rate monitoring (Confidentail), February 2022 | dr. Rikkert Hindriks |
| Junior Eshun | Researching dynamic pricing at AZ Alkmaar, February 2022 | prof.dr. Ger Koole |
| Koen Benjamins | Optimization model for Action's distribution centers (Confidentail), February 2022 | dr. Joost Berkhout |
| Benjamin de Jong | Modeling tabular real estate transaction data with deep generative models, February 2022 | dr. Rikkert Hindriks |
| Samuel Derks | Predicting the expected heat demand of residential consumers (confidential), February 2022 | prof.dr. Sandjai Bhulai |
| Hamid Abdellaui | Prediction of chat handling times and simulation of chat processes, January 2022 | dr. Joost Berkhout |
| Elisabeth Fokker | Analyzing parking choice behavior with discrete choice models and interpretable time series models (confidential), December 2021 | dr. Elenna Dugundji |
| Konstantinos Sakellariou | Activity context detection during smartphone keyboard interactions: A machine learning approach, November 2021 | dr. Eliseo Ferrante |
| Daan Schönberger | Reducing the response time of fire department Amsterdam-Amstelland. The impact of civilian aid workers, November 2021 | prof.dr. Rob van der Mei |
| Martijn Buitink | Improving the data quality of dividends. A validation model for monthly data on dividends (confidential), November 2021 | prof.dr. Rob van der Mei |
| Joris Verhoog | Quantifying and analysing complicated financial text data (.pdf-filel), October 2021 | prof.dr. Guszti Eiben |
| Mariska Kok | A CNN-LSTM framework for object detection. The detection of pushbarges (confidential), October 2021 | dr. Elenna Dugundji |
| Thomas Kusters | Projecting future expenses in a health promotion platform (confidential), September 2021 | prof.dr. Ger Koole |
| Tim de Boer | Simulation models to evaluate long term effects in the elderly care system in the Amsterdam region, September 2021 | dr. René Bekker |
| Ziff Scholtens | Outlier detection model. Finding outliers in Dutch private mortgage data (confidential), September 2021 | prof.dr. Ger Koole |
| Joep van Genderingen | Semi-supervised end-to-end learning on raw waveform time-series, September 2021 | dr. David W. Romero Guzman |
| Sebastiaan Groeneveld | Improving the probabilistic passenger forecast distribution, September 2021 | dr. Paulo Jorge de Andrade Serra |
| Thom Oosterhuis | Modelling and prediction of prices for products on biofuel markets, August 2021 | dr. Eliseo Ferrante |
| Maurits Dick | Machine learning and transformer based methods for contextual advertisements (confidential), August 2021 | dr. Eliseo Ferrante |
| Sander Veter | Forecasting crowdedness for businesses located on Texel (confidential), August 2021 | prof.dr. Rob van der Mei |
| Niels Torremans | Robust structure learning among weak labels, August 2021 | dr. Vincent Francois Lavet |
| Matthias Vaessen | Predicting the ETA of cargo trains using AI models, August 2021 | dr. Elenna Dugundji |
| Jasper van Doorn | Fuel usage estimation and optimization in temperature-controlled vehicle routing, August 2021 | dr. Alessandro Zocca |
| Colin Stolwijk | Improving boxing training sessions with live tailored feedback using batch reinforcement learning (confidential), August 2021 | prof.dr. Mark Hoogendoorn |
| Bob Mes | An approach to map textual questions to a response out of a predefined response set (confidential), August 2021 | dr. Michael Cochez |
| Marije Gemmink | Detecting the arrivals and departures of vehicles with machine learning techniques, August 2021 | prof.dr. Guszti Eiben |
| Juliette Makau | Predicting customer behavior in the grocery retail using machine learning models (confidential), August 2021 | dr. Rikkert Hindriks |
| Max Niermans | An adaptive hybrid modeling approach to forecast the daily picking progress in manual fulfilment centers (confidential), July 2021 | dr. Elenna Dugundji |
| Chantal van Dok | Statistical analysis and discrete event simulation of the length of stay in an emergency department (confidential), July 2021 | prof.dr. Harry van Zanten |
| Tessa Helmer | Semi-supervised invoice information extraction. A regional object detection and rule-based approach (confidential), July 2021 | dr. Michael Cochez |
| Rosalie van der Woude | Predicting the diversity of respondents to vacancies (confidential), July 2021 | prof.dr. Guszti Eiben |
| Lena Shutko | A hybrid machine learning pipeline for solving general tasks of predictive analytics, July 2021 | dr. Jakub Tomczak |
| Olga Konstantinova | Optimization of meeting room utilization under deterministic and stochastic conditions (confidential), July 2021 | dr. Vincent Francois Lavet |
| Carlijn Snijder | A rule-based and deep learning combined approach to fraud detection (confidential), July 2021 | prof.dr. Sandjai Bhulai |
| Floris van der Steen | Building an end-to-end data deduplication framework using deep learning, July 2021 | dr. Vincent Francois Lavet |
| Thijs Roozen | Email engagement enhancement using machine learning techniques (confidential), July 2021 | dr. Paulo Jorge de Andrade Serra |
| Mirjam Besteman | Topic modeling voor klachtmeldingen van Heijmans Woningbouw (confidential), July 2021 | prof.dr. Sandjai Bhulai |
| Bernt van Walree | Differentiation detection in insurance pricing models, July 2021 | dr. Botond Szabo |
| Romy Rouwendaal | Option hedging under the Heston model using deep reinforcement learning, July 2021 | dr. Vincent Francois Lavet |
| Denise Gielesen | Redesigning the delivery process of Royal FloraHolland (confidential), July 2021 | dr. Joost Berkhout |
| Vladimir Minnebois | Correction for heteroskedasticity and non-integer values in a GLM (confidential), June 2021 | dr. Eduard Belitser |
| Dieuwertje Kardolus | CO2 emission of inland dhipping in the Port Of Rotterdam, June 2021 | dr. Rikkert Hindriks |
| Krzysztof Linke | Malignant message classification using machine and deep learning (confidential), June 2021 | dr. Eduard Belitser |
| Devin Mulder | Market simulation in a competitive insurance environment (confidential), June 2021 | dr. René Bekker |
| Martijn Huig | Is it possible to predict the transaction costs of orders in stock portfolios?, June 2021 | prof.dr. Jan Bouwe van den Berg |
| Marleen van de Coevering | Truck scheduling optimization at KLM Cargo (confidential), June 2021 | prof.dr. Rob van der Mei |
| Kevin Rojer | Data driven investing: Quantifying the value of alternative data (confidential), June 2021 | dr. Joost Berkhout |
| Esther Kuikman | Machine learning models to detect politically exposed persons (confidential), June 2021 | dr. Jakub Tomczak |
| Dominic Zeeman | Application of business analytics tools; building an interactive dashboard in Python and HTML. An event-driven approach to visualise data on a web-based information dashboard (confidential), May 2021 | prof.dr. Rob van der Mei |
| Dorien Verbruggen | Insurance fraud detection with federated learning (confidential), May 2021 | dr. Jakub Tomczak |
| Bram Vermeulen | Imbalance price forecasting. A machine learning approach (confidential), May 2021 | dr. Alessandro Zocca |
| Thom de Nijs | Improving the prediction of medical expenses within the Dutch risk equalization model. Introducing new features evaluated with different techniques (confidential), April 2021 | prof.dr. Mark Hoogendoorn |
| Daan van der Thiel | Significant wave height prediction using a long short-term memory model and numerical weather prediction forecasts (confidential), April 2021 | dr. Rikkert Hindriks |
| Mats Valk | Developing a robust and scalable plastic object detection model for the ocean cleanup (confidential), April 2021 | dr. Jakub Tomczak |
| Liselotte van Unen | Understanding the business of mining equipment, April 2021 | dr. Mark Hoogendoorn |
| Meagan Tjon Sjoe Sjoe | Ranking air cargo itineraries using probability trees (confidential), March 2021 | dr. Jakub Tomczak |
| Alexander van Oostveen | Twitter sentiment analysis. Supporting auditor judgment, March 2021 | prof.dr. Rob van der Mei |
| Thijs Tiedemann | Machine learning interpretability for fraud detection (confidential), December 2020 | dr. Rikkert Hindriks |
| Ruben Helsloot | HR Consultant in a box. Discovering insights in personnel data using multimodal optimisation (confidential), January 2021 | prof.dr. Sandjai Bhulai |
| Stephan van der Kolff | Legal information retrieval (confidential), March 2021 | dr. Florian Kunneman |
| Wouter Bosch | Predicting hospital admission in the emergency department (confidential), March 2021 | dr. Mark Hoogendoorn |
| Rens IJsendijk | Classification of health insurance claim information in email messages (confidential), March 2021 | dr. Eliseo Ferrante |
| Mark Buis | Vessel speed prediction using machine learning techniques (confidential), February 2021 | David Romero Guzman |
| Nanne Dieleman | Solving the buffer allocation problem in tandem lines with machine learning techniques (confidential), January 2021 | dr. Joost Berkhout |
| Lester Jones | Availability rate forecasting in an online accommodation platform (confidential), January 2021 | dr. Dennis Dobler |
| Paulo Fijen | Correcting the sample bias in credit scoring using reject inference (confidential), January 2021 | dr. Mark Hoogendoorn |
| Maurits Freriks | Modelling the success rate of a professional sprinter using power data (confidential), January 2021 | dr. René Bekker |
| Noam Blitz | Capacity Planning in a food pickup and delivery system (confidential), December 2020 | prof.dr. Guszti Eiben |
| Charif Lalaoui El Mouttalibi | Optimization of base station locations and inspection routes (confidential), December 2020 | prof.dr. Rob van der Mei |
| Abel Schneider | Sentiment analysis in the healthcare domain, December 2020 | dr. René Bekker |
| Jasper Tump | Steel surface feature classification using deep learning (confidential), December 2020 | Robin van Ruitenbeek and prof.dr. Sandjai Bhulai |
| Niki Vatzola | Aspect based sentiment analysis on online reviews using machine and deep learning, December 2020 | dr. Eliseo Ferrante |
| Maiky Chintoe | Predicting productivity of a security filter using machine learning (confidential), November 2020 | dr. René Bekker |
| Tim Flikweert | Binary classification of professional criminals using residential information (confidential), November 2020 | prof.dr. Rob van der Mei |
| Reven Passial | Creating a patient embedding for machine learning purposes in healthcare (confidential), November 2020 | dr. Michael Cochez |
| Satuki Kalverda | Dronesurance (confidential), October 2020 | prof.dr. Ronald Meester |
| Tim Peters | Predicting customer sentiment for bank e-mail marketing (confidential), October 2020 | dr. Florian Kunneman |
| Shand Jamil | Using NLP methods on public text data to predict the residual value of lease cars (confidential), October 2020 | prof.dr. Sandjai Bhulai |
| Vincent Geschiere | Anomaly detection for predicting failures in waterpumping stations, October 2020 | prof.dr. Ger Koole |
| Yi-Ting Lin | Customer churn analysis and prediction modelling at Icecat, a content syndicator, September 2020 | dr. Dennis Dobler |
| Berend Mortier | Algorithm power trading, a reinforcement learning approach (confidential), August 2020 | prof.dr. Sandjai Bhulai |
| Maartje Bongers | Business development kitchen appliances (confidential), August 2020 | dr. Ali Mehrabi en dr. Walter Stortelder |
| Arjan Fakhtei | Website audience demographics prediction for targeted advertising (confidential), August 2020 | prof.dr. Guszti Eiben |
| Jerry Timmer | Forecasting sales using machine learning techniques (confidential), August 2020 | dr. Jakub Tomczak |
| Jesse Schouten | A click optimization approach for keyword bidding in Google Ads. (confidential), August 2020 | prof.dr. Rob van der Mei |
| Jarik den Uijl | Applying optimization models in the supply chain of the biggest sportswear company in the world (confidential), August 2020 | Jesper Slik en prof.dr. Sandjai Bhulai |
| Arnout Berkenbosch | Augmented data discovery. Implementation of an augmented data discovery solution, August 2020 | prof.dr. Guszti Eiben |
| Floor Otsen | A clustering method to detect mobile organised crime groups, August 2020 | prof.dr. Rob van der Mei |
| Katrin Kostova | Fashion classification and segmentation. An instance segmentation approach, August 2020 | prof.dr. Guszti Eiben |
| Ezgi Yüce | Validation of call center assumptions and prediction of a single-skill call center performance measures via machine learning approach, August 2020 | dr. Eliseo Ferrante |
| Robin Opdam | Comparison of deep learning product recommendation engines in different settings, August 2020 | prof.dr. Guszti Eiben |
| Luca De Vita | Keyphrase extraction: an ensemble approach, July 2020 | dr. Florian Kunneman |
| Janine van Wonderen | Forecasting demand with capacity limitations (confidential), July 2020 | dr. Eduard Belitser |
| Pieter Zandijk | Improving customer activation with a customer specific discount strategy (confidential), July 2020 | prof.dr. Ger Koole |
| Joyce Timmer | Predicting non-finishers in running events: A machine learning approach (confidential), July 2020 | dr. Eliseo Ferrante |
| Tom Boersma | Unsupervised and semi-supervised topic modeling in big unstructured Dutch council reports (confidential), July 2020 | dr. Florian Kunneman |
| Yannick Hogebrug | Providing recommendations or house seekers using historical behaviour. A recommendation algorithm with the help of clustering in a low-dimensional space (confidential), July 2020 | dr. Jakub Tomczak |
| Bart Maters | Passenger punctuality computation using smart card and vehicle location data in a multimodal public transport network, July 2020 | dr. Elenna Dugundji |
| Daan Denneman | Churn analysis for season ticket holders at ... (confidential), July 2020 | dr. Rikkert Hindriks |
| Daphne Molenwijk | Predicting the need for targeted sales activities. A machine learning approach to probabilistically predict future need for targeted sales activities (confidential), July 2020 | prof.dr. Ger Koole |
| Tristan Slobben | Improving equipment planning at Air France-KLM by means of time series forecasting and network flow optimization (confidential), July 2020 | prof.dr. Rob van der Mei |
| Jeroen Kits | Approaches to predict the relative strength of football players (confidential), July 2020 | prof.dr. Rob van der Mei |
| Dominique Hopman | Portfolio mortality factors (confidential), July 2020 | dr. Eduard Belitser |
| Kevin Overbeek | Reinforcement learning based control for wastewater purification facilities, July 2020 | dr. René Bekker |
| Sofie de Geus | Utilizing available data to warm start online reinforcement learning, June 2020 | Ali el Hassouni MSc en dr. Mark Hoogendoorn |
| Joshua Touati | A deep learning approach to face image quality assessment, June 2020 | prof.dr. Sandjai Bhulai |
| Cathy Tol | Tracking soccer players using computer vision, June 2020 | prof.dr. Sandjai Bhulai |
| Steven Duijvestijn | Comparison of product recommender models (confidential), June 2020 | dr. Florian Kunneman |
| Emils Vavere | BPM lifecycle of the sales process (confidential), June 2020 | dr. Elenna Dugundji |
| Raquel Humphris | Testing algorithm fairness metrics for binary classification problems by supervised machine learning algorithms, June 2020 | dr. Dennis Dobler |
| Rens Hakkesteegt | Improving the scheduling of automated movement of goods in warehousing (confidential), June 2020 | dr. Joost Berkhout |
| Joris Slootweg | Trip planning for tourist destinations with limited capacity (confidential), June 2020 | prof.dr. Rob van der Mei |
| Chantal Leeuwestein | Explainable artificial intelligence for decision support systems in financial services (confidential), June 2020 | dr. Mark Hogendoorn |
| Nadine Enning | Gaining insights in learning content using topic modeling (confidential), June 2020 | dr. Mark Hogendoorn |
| Bix Azurmendi | Predictive modeling of the athletic footwear market in EMEA (confidential), May 2020 | prof.dr. Ger Koole |
| Kilian Koreman | Predicting employee attrition using machine learning techniques (confidential), April 2020 | dr. Rikkert Hindriks |
| Daan Klijn | Improving the performance of machine learning based e-commerce fraud detection using a novel combination of features (confidential), April 2020 | dr. Mark Hogendoorn |
| Lotte Bijsterbosch | The parameter efficiency of neural ordinary differential equations, March 2020 | prof.dr. Joost Hulshof |
| Etienne van de Bijl | Towards graph-based intrusion detection in cybersecurity, March 2020 | prof.dr. Rob van der Mei |
| Anne Fischer | Machine learning on the ICU. To predict extubation outcome of patients on the ICU using machine learning. Decision support for doctors (confidential), March 2020 | dr. Mark Hoogendoorn |
| Josan Preijde | Healthcare population management. A simulation model to support decision making in right care at the right place in a network of healthcare providers, February 2020 | dr. René Bekker |
| Inez Wensing | Deep learning and transfer learning in biomedical relation extraction, February 2020 | prof.dr. Sandjai Bhulai |
| Marnix Maas | How do you explain that? An assessment of black box model explainers February 2020 | prof.dr. Sandjai Bhulai |
| Yuval Pappie | Automatic car parking occupancy detection with computer vision techniques (confidential), February 2020 | prof.dr. Sandjai Bhulai |
| Marcoen Beeks | Constrained mean-variance optimization with robust estimators (confidential), January 2020 | dr. Svetlana Borovkova |
| Anouar Darrazi | Predicting customer lifetime value for a subscription service using machine learning (confidential), January 2020 | prof.dr. Ger Koole |
| Tijmen de Zwart | Valuing civil aviation aircraft parts: A machine learning approach (confidential), January 2020 | prof.dr. Sandjai Bhulai |
| Daan Crebolder | Traffic incident congestion modelling (confidential), January 2020 | prof.dr. Rob van der Mei |
| Maarten Kleinrensink | Identifying future profitable clients shortly after entry (confidential), January 2020 | prof.dr. Rob van der Mei |
| Ruth Wijma | Delay prediction in public transit (confidential), December 2019 | dr. Rikkert Hindriks |
| Menno Rotteveel | Battery utilization of multi-rotor UAVs in search and rescue operations. How to optimally use the battery potential of an autonomous multi-rotor UAV to execute a search and rescue operation mission plan (confidential), December 2019 | prof.dr. Rob van der Mei |
| Ruben Stam | The orienteering problem applied for surveillance (confidential), December 2019 | prof.dr. Ronald Meester |
| Igor van Houte | Evaluation of the asset swap spread proxy for issuer specific risk of bonds (confidential), December 2019 | dr. Dennis Dobler |
| Carl van Roon | Prediction of the Net Promoter Score (confidential), November 2019 | dr. Dennis Dobler |
| Shanita Biere | Cost-based active learning in a multi-annotator environment (confidential), October 2019 | prof.dr. Guszti Eiben |
| Roos Seelen | Forecast booking behavior in the airline industry with machine learning techniques (confidential), October 2019 | prof.dr. Rob van der Mei |
| Ciska Mohrs | Risk driver for SCR lapse (confidential), September 2019 | dr. Elenna Dugundji |
| Sascha van Weerdenburg | Production duration estimation in a mass-customization age. a machine learning approach, September 2019 | dr. Joost Berkhout |
| Alissa de Bruijn | Detecting offensive language using transfer learning, September 2019 | prof.dr. Wan Fokkink |
| Mark de Blaauw | A scalable logo recognition model with deep meta-learning, September 2019 | dr. Diederik Roijers |
| Roy van der Heide | Fraud prediction nowGo (confidential), September 2019 | Qingchen Wang en prof.dr. Sandjai Bhulai |
| Jurriaan Besenbruch | CLV prediction in the field of e-commerce using "buy till you die" models and machine learning techniques (confidential), August 2019 | prof.dr. Sandjai Bhulai |
| Marjolijn Cornelissen | Text classification using unlabelled survey answers (confidential), August 2019 | prof.dr. Guszti Eiben en dr. Diederik Roijers |
| Fenna Miedema | Demand Forecasting of Animal Health products. Analysis on improvement of demand forecasting process (confidential), August 2019 | dr. Rikkert Hindriks |
| Simone Spiering | Comparative study of clustering methods (confidential), August 2019 | dr. Mark Hoogendoorn |
| Laurèl Joannes | Calculating the financial impact of a technological incident (confidential), August 2019 | prof.dr. Rob van der Mei |
| Hans Nuijt | The effect of maternal and active smoking on lung function: A Mendelian randomization approach, August 2019 | prof.dr. Mathisca de Gunst |
| Vincent Jansz | Semi-supervised echocardiographic viewpoint classification (confidential), August 2019 | prof.dr. Sandjai Bhulai |
| Anne Jonker | Bag & Tag’em, A new Dutch stemming algorithm, August 2019 | Corné de Ruijt MSc en prof.dr. Sandjai Bhulai |
| Eva van Brummelen | Customer segmentation using website data. Clustering online customers using their click data and gaining useful insights into the created clusters (confidential), August 2019 | dr. Rikkert Hindriks |
| Daniela Zamora Uribe | Prediction of churn and customer lifetime value for a subscription-based service using behavioural and transactional data (confidential), August 2019 | Ali el Hassouni MSc en dr. Mark Hoogendoorn |
| Remco Vrinzen | Predicting parking occupancy to give availability insights to employees (confidential), August 2019 | prof.dr. Ger Koole |
| Sebastiaan Berendsen | Transparency in black box models. An investigation in interpretation methods for machine learning models in a probability to default setting, August 2019 | prof.dr. Sandjai Bhulai |
| Wilte Falkena | vehicle routing problem with time windows: an ant colony optimization solution (confidential), july 2019 | prof.dr. Sandjai Bhulai |
| Jurn Ullrich | Modeling fuel commodities forward curve prices, July 2019 | dr. Eduard Belitser |
| Lucas van der Wall | Detection of deepfakes using deep learning (confidential), July 2019 | prof.dr. Wan Fokkink |
| Jeroen de Korte | Optimizing hotel booking cancellations. A machine learning approach to estimate hotel reservation cancellation probabilities, and the effects on available inventory (confidential), July 2019 | prof.dr. Ger Koole |
| Ronald van Zwienen | Information retrieval with contract requirements (confidential), July 2019 | prof.dr. Guszti Eiben |
| Bjorn Blom | Store labour and inventory management (confidential), July 2019 | prof.dr. Rob van der Mei |
| Robin van Ruitenbeek | Vehicle damage detection using deep convolutional neural networks, July 2019 | prof.dr. Sandjai Bhulai |
| Mathijs Koopman | Using quote and web scraped data to improve the pricing to maximize profit of a logistic integrator company (confidential), July 2019 | prof.dr. Ger Koole |
| Ieva Brantevica | Risk map development for a snow avalanche hazard, July 2019 | prof.dr. Sandjai Bhulai |
| Ellen Mik | Car network optimization (confidential), July 2019 | prof.dr. Rob van der Mei |
| Cor Woudt | Warehouse optimization using congestion modelling (confidential), July 2019 | prof.dr. Rob van der Mei |
| Jiri Brummer | Comparing various Machine Learning Methods for Element Extraction in Dutch contracts (confidential), June 2019 | prof.dr. Piek Vossen en Filip Ilievski |
| Barend Verkerk | De fanbase gesegmenteerd: een piramide van transactionele loyaliteit (confidential), June 2019 | prof.dr. Ger Koole |
| Oksana Kachaniuk | Corporate reputation estimation based on biLSTM neural network sentiment analysis with attention mechanism (confidential), May 2019 | prof.dr. Sandjai Bhulai |
| Bernard Bronmans | Building detection on aerial imagery using convolutional neural networks. On the robustness of Mask R-CNN and U-net, April 2019 | dr. Peter Bloem en Rein van 't Veer MSc. |
| Robin Vastenou | Machine learning for credit-card fraud detection (confidential), April 2019 | dr. Mark Hoogendoorn |
| Steven Postmus | Generating patients behaviour using generational adversarial networks (confidential), March 2019 | dr. Mark Hoogendoorn |
| Bart van Aalst | Comparison of forecasting methods for demand grocery products (confidential), March 2019 | dr. René Bekker |
| Christine Vinck | Predicting non-routine work for aircraft maintenance. Decision support for workload planning (confidential), February 2019 | dr. Mark Hoogendoorn |
| Larissa Westerdijk | Classifying vessel types based on AIS data, February 2019 | prof.dr. Guszti Eiben |
| Bjarty Garcia | Clustering for operating room scheduling. An evaluation of clustering methods to improve operation room efficiency and minimize peak demands for the cardio-thoracic surgery department (confidential), February 2019 | dr. René Bekker |
| Rik van Leeuwen | Unconstraining demand applied in the hospitality industry, January 2019 | prof.dr. Ger Koole |
| Florentine van Hees | Machine learning predicting the expected loss of multiple non-life insurance products (confidential), January 2019 | Qingchen Wang en prof.dr. Ger Koole |
| Wouter den Duijn | Unplanned maintenance duration forecasting (confidential), December 2018 | dr. Mark Hoogendoorn |
| Sinit Tafla | An analyses of the current capabilities of neural networks to produce music-resembling audio, December 2018 | prof.dr. Sandjai Bhulai |
| Jeroen van Kasteren | Cost-effectiveness of expensive drugs. Analysing dispensing practices, costs and effectiveness of expensive drugs, December 2018 | dr. Rikkert Hindriks |
| Ilse Goedhart | Detecting GDPR content in emails. Classifying emails based on their content using machine learning (confidential), November 2018 | dr. Diederik Roijers |
| Pablo Bosch | A first attempt for artificial intelligence-assisted echocardiographic interpretation based on the apical four chamber video (confidential), November 2018 | dr. Rutger Hofman |
| Joël Gastelaars | Recommender systems for TV recordings (confidential), November 2018 | Corné de Ruijt MSc en prof.dr. Sandjai Bhulai |
| Ratna Agung | Factor selection in equity return estimation using tree-based ensembles (confidential), October 2018 | prof.dr. Wan Fokkink |
| Julian Alferink | Statistical analysis of sequential data (confidential), October 2018 | Corné de Ruijt MSc en prof.dr. Sandjai Bhulai |
| Emil Rijcken | Predicting stock price movements based on newspaper articles using a novel deep learning approach, September 2018 | prof.dr. Rob van der Mei |
| Emma Schipper | Predicting the maintenance costs of a housing corporation (confidential), September 2018 | Qingchen Wang en prof.dr. Ger Koole |
| David Lotten | Scheduling planned hangar maintenance, September 2018 | prof.dr. Rob van der Mei |
| Ashvin Jayaraj | Understanding access/egress train station choice in bicycle-train travel in the western region of the Netherlands (confidential), September 2018 | dr. Elenna Dugundji |
| Caleb Mensah | Anomaly detection in the booking behaviour of online travel agents (confidential), September 2018 | Jan Klein MSc |
| Mark Vermeer | Classifying bank transactions using extreme gradient boosting (confidential), September 2018 | Qingchen Wang en prof.dr. Ger Koole |
| Arjan Bontsema | Forecasting ammonium concentration in wastewater treatment plant effluent (confidential), September 2018 | dr. Dennis Dobler |
| Derek van den Elsen | Reinventing the territory optimizer. What makes a balanced aesthetic?, September 2018 | Irving van Heuven van Staereling MSc en prof.dr. Rob van der Mei |
| Anya Pechina | Real-time dispatching and relocation of service engineers, August 2018 | prof.dr. Rob van der Mei |
| Omesh Debipersad | Predicting outliers in the steam and water sensors of [...]. A data driven research to predict outliers [...] (confidential), August 2018 | dr. Mark Hoogendoorn |
| Marius van den Bergh Weerman | Improving the parameter study of individual life of Vivat (confidential), August 2018 | dr. Eduard Belitser |
| Luc Severeijns | Challenging LGD models with machine learning, August 2018 | prof.dr. Sandjai Bhulai |
| Shanti Bruyn | Predictive maintenance for sewer systems using machine learning. A comparative study on the performance of three algorithms, August 2018 | prof.dr. Wan Fokkink |
| Georgios Christos Chouliaras | Predicting customer loyalty using machine learning (confidential), August 2018 | prof.dr. Wan Fokkink |
| Leidy Esperanza Molina Fernández | Understanding user behavior in e-commerce with Long Short-term Memory (LSTM) and Autoencoders, August 2018 | prof.dr. Sandjai Bhulai |
| Suzanne van der Velden | A comparison of methods to increase the interpretability of neural networks on Twitter data (confidential), August 2018 | prof.dr. Wan Fokkink |
| Kasper Meijjer | Predicting hand luggage behaviour of KLM customers world wide (confidential), August 2018 | dr. Mark Hoogendoorn |
| Dino Spirtovic | Aircraft preventive maintenance: Task packaging & scheduling (confidential), August 2018 | dr. René Bekker |
| Daan Bakker | Missing data analysis (confidential), August 2018 | prof.dr. Guszti Eiben |
| Claudia Sulsters | Ranking the future stars. A machine learning approach to predict the performance of a potential Formula 3 driver, August 2018 | prof.dr. Sandjai Bhulai |
| Dennis Kraakman | Breast cancer classification using deep learning (confidential), August 2018 | dr. Rutger Hofman |
| Tirza Jochemsen | A comparative study of attribution models (confidential), August 2018 | prof.dr. Sandjai Bhulai |
| Jan-Willem Feilzer | Predicting lessee switch behavior. An empirical comparison of neural networks and logit models, August 2018 | dr. Elenna Dugundji |
| Milou Meeuwisse | Connecting the dots. Developing an algorithm for consistency checking in military intelligence, August 2018 | prof.dr. Wan Fokkink |
| Marjolein Bosson | Modeling spread risk as a basis for the strategic asset allocation (confidential), August 2018 | dr. Svetlana Borovkova |
| Veronika Zhezhela | Recommendation engine for the wholesale customers, July 2018 | prof.dr. Sandjai Bhulai |
| Desmond Cheung | Optimization of text extraction on law enforcement data, July 2018 | dr. Mark Hoogendoorn |
| Arno Hendriksen | Predicting employee attrition [...] (confidential), July 2018 | prof.dr. Mathisca de Gunst |
| Nils Mackay | In-game win probability estimation in football (confidential), July 2018 | prof.dr. Rob van der Mei |
| Tim Elfrink | Performance of exploration methods using DQN, July 2018 | Ali el Hassouni MSc |
| Jesper Slik | Prescribing customer interactions using Markov decision theory (confidential), July 2018 | prof.dr. Sandjai Bhulai |
| Jantine Flendrie | Predicting e-commence cross-sell items using machine learning techniques (confidential), July 2018 | dr. Eduard Belitser |
| Laura van der Bijl | Het voorspellen van het boekingsgedrag (confidential), July 2018 | prof.dr. Ger Koole |
| Thomas Heeneman | Neuro-evolution for image classification to solve the complex design challenges of convolutional neural networks (confidential), July 2018 | prof.dr. Guszti Eiben |
| Brian Verweij | Modelling consultancy pipeline revenue using machine learning and artificial intelligence (confidential), July 2018 | prof.dr. Joost Hulshof |
| Judith Bol | De toekomst van postzegel (confidential), July 2018 | prof.dr. Ronald Meester |
| Rozemarijn Veldhuis | A comparison of transport strategies for truck transport of export freight at Amsterdam Airport Schiphol (confidential), July 2018 | dr. Elenna Dugundji |
| Babiche de Jong | Achieving trustworthiness and transparency in scrap trade by implementing a scoring algorithm (confidential), June 2018 | prof.dr. Sandjai Bhulai |
| Yura Perugachi-Diaz | A machine learning-based prediction of credit risk for a micro-credit institution (confidential), May 2018 | dr. Dennis Dobler |
| Jeroen Hörters | Churn analytics in Utrecht Libraries. A data-driven approach using machine learning, May 2018 | dr. Rikkert Hindriks |
| Kylie van der Moot | Comparison of airline ancillary recommendation models (confidential), April 2018 | dr. Mark Hoogendoorn |
| Mark Menagie | A comparison of machine learning algorithms using an insufficient number of labeled observations, March 2018 | dr. Mark Hoogendoorn |
| Jeffrey de Deijn | Automatic car damage recognition using convolutional neural networks, March 2018 | dr. Mark Hoogendoorn |
| Pjotr Roelofsen | Time series clustering, March 2018 | prof.dr. Sandjai Bhulai |
| Jan van der Vegt | Airline check-in process optimization by using passenger level predictions (confidential), February 2018 | prof.dr. Ger Koole |
| Sil Grosscurt | Data-gedreven inkoop van verse bloemen en planten. Een onderzoek naar de mogelijkheden van data en machine learning in de tuinbouw wereld (confidential), February 2018 | prof.dr. Sandjai Bhulai |
| Marloes Boxelaar | Efficiënt inplannen van structurele transportorders, February 2018 | dr. René Bekker |
| Linda Koetsier | Improving the current risk driver approach for the projection of the Solvency Capital Requirement (confidential), January 2018 | dr. Eduard Belitser |
| Valeria Fonti | Hotel clustering (confidential), December 2017 | dr. Davide Ceolin |
| Hessel Jonker | Electric ambulances, November 2017 | dr. René Bekker |
| Chi Chun Wan | Forecasting e-commerce key performance indicators, November 2017 | dr. Mark Hoogendoorn |
| Laurens Bos | Hospital bed occupancy prediction. Developing and implementing a predictive analytics decision support tool to relate operation room usage to bed occupancy, November 2017 | prof.dr. Ger Koole |
| Manon Wintgens | The impact of the global financial crisis on the profitability of independent wholesale distributors in Europe (confidential), October 2017 | dr. Eduard Belitser |
| My Loan Tong | Cross-sell product prediction at Travix (confidential), September 2017 | dr. Eduard Belitser |
| Tobias Dekker | Predicting the duration of a low voltage power outage (confidential), August 2017 | dr. Eduard Belitser |
| Job Ammerlaan | Clustering and peer pricing of TNT Express’ customer base. Taking a clustering approach to customer segmentation and pricing analysis for a logistic integrator company (confidential), August 2017 | prof.dr. Ger Koole |
| Nikita Galinkin | Catch them if you can. A simulation study on malicious behavior in a cultural heritage question answering system, August 2017 | dr. Lora Aroyo |
| Jullian van Kampen | Decision modelling for transport to the Danube region. Forecasting the choice of modality and an analysis of water level development (confidential), August 2017 | dr. Elenna Dugundj i |
| Georgios Christos Chouliaras | Predicting participant behavior and dropout in a physical activity experiment using machine learning (confidential), August 2017 | Bart Kamphorst MSc BA |
| Dimitry Erkin | Delivery routing challenge for a European retailer, August 2017 | prof.dr. Ger Koole |
| Léon Roeterdink | Een online compressie algoritme voor grote hoeveelheden AIS data, (confidential), July 2017 | dr. Evert Haasdijk |
| Irene Oudshoorn | Sales value optimisation, (confidential), July 2017 | dr. Eduard Belitser |
| Abel Hijmans | Passenger demand forecasting in the European aviation market, (confidential), July 2017 | dr. Evert Haasdijk |
| Koen Koopen | process conformance in the audit. identifying bottlenecks in the purchasing process, July 2017 | dr. Mark Hoogendoorn |
| Suzanne Wetstein | Designing a Dutch financial chatbot. Applying natural language processing and machine learning techniques to retrieval-based question answering, July 2017 | dr. Tobias Kuhn |
| Adnan Kuhait | A mathematical model for optimizing refugees’ chances at the Dutch labor market (confidential), July 2017 | prof.dr. Sandjai Bhulai |
| Kevin Land | Propagation of parameter uncertainty in a cyber risk quantification model (confidential), July 2017 | dr. Eduard Belitser |
| Marieke Kortsmit | Prediction of car residual values (confidential), July 2017 | dr. mr. Bram Gorissen |
| Erwin Huijzer | Identifying effective affective email responses; Predicting customer affect after email conversation, July 2017 | dr. Davide Ceolin |
| Nauman Yousaf | Predicting e-commerce orders returns and cancellations using machine learning, July 2017 | prof.dr. Sandjai Bhulai |
| Youri van Son | Sentiment analysis in annual reports to detect fraud (confidential), June 2017 | dr. Jan Wielemaker |
| Bram Rodenburg | Tumor cell segmentation in immunofluorescence imaging using deep learning. Distinguishing malignant epithelium from normal epithelium in head and neck squamous cell carcinomas (confidential), June 2017 | dr. Ted Meeds |
| Hanna Nap | Detecting politically exposed persons (confidential), May 2017 | dr. Mark Hoogendoorn |
| Sabine Goezinne | Customer churn prediction for a telecom company, April 2017 | dr. Evert Haasdijk |
| Priy Werrij | Simulation modelling for evaluation & optimisation of the outbound Amazon logistics supply chain, April 2017 | prof.dr. Sandjai Bhulai |
| Else Wolfswinkel | Scheduling patients at the outpatient clinic. An approximate dynamic programming approach, February 2017 | dr. René Bekker |
| Ali el Hassouni | Fraud detection using machine learning methods (confidential), January 2017 | dr. Mark Hoogendoorn |
| Indrek Pärna | Scarce data inventory control, January 2017 | dr. Bartek Knapik |