| Name |
Title Business Analytics Report. |
Supervisor |
| Roos van Andel |
A Stochastic Optimization Model for Mobile Stroke Unit Deployment, August 2026 |
dr. Alessandro Zocca |
| Lauren van der Lei |
Predicting inventory adjustments at (confidential), August 2026 |
prof.dr. Ger Koole |
| Joris Rijken |
Automatic Data Extraction from Vectorized Maritime Technical Drawings: A Rule-Based Approach (confidential), August 2026 |
dr. Shujian Yu |
| Isabelle Quintius |
Dynamic Forecasting of Loyalty Campaign Participation (confidential), August 2026 |
prof.dr. Guszti Eiben |
| Madalena Pereira Barceló |
Environmental Impact Factor Selection with Local Language Models (confidential), August 2026 |
dr. Shujian Yu |
| Julija Zarkevica |
Aggregated Multi-Week Workforce Hour Allocation for Contact Centers: A Mixed-Integer Programming Approach (confidential), August 2026 |
dr. Joost Berkhout |
| Bodine Stubbé |
Proxy-constrained Bayesian Hyperparameter and Data Composition Optimisation for Automated Vehicle Damage Detection, July 2026 |
prof.dr. Sandjai Bhulai |
| Sjoerd Arts |
Machine-Learning-Based Column Selection in Column Generation for Railway Crew Planning with Fairness over Time, July 2026 |
dr. Rene Bekker |
| Thomas Bredée |
How Effective is Battery Storage for Congestion Management in Dutch Low-Voltage Networks?, July 2026 |
dr. Alessandro Zocca |
| Lara Owobowale |
Models and Methods for Optimizing Alternative Train Timetables, July 2026 |
prof.dr. Rob van der Mei |
| Laura de Vries |
Beyond Expert Judgement: Machine Learning Forecasts of Packages per Roll Cage for an E-Commerce Retailer (confidential), July 2026 |
prof.dr. Sandjai Bhulai |
| Wester Rouppe van der Voort |
Prioritizing Potentially Defective ATES Meters using Time Series Anomaly Detection (confidential), July 2026 |
prof.dr. Sandjai Bhulai |
| Despoina Karagiorgi |
Predicting customer lifetime value across acquisition channels in fashion e-commerce (confidential), July 2026 |
prof.dr. Ger Koole |
| Larson Beemster |
Blending Optimization of Networks with Uncertain Scenarios (BONUS): An application to hydrogen blending in natural gas networks, July 2026 |
dr. Alessandro Zocca |
| Eirini Arseni |
Improving Call Arrival Forecasting in contact centers Using Data-Driven Skill Merging and Hierarchical Time Series Forecasting, July 2026 |
dr. Rene Bekker |
| Gary Goldblatt |
Improving the performance of Surrogate-Based Optimization methods, July 2026 |
prof.dr. Sandjai Bhulai |
| Rogier Dalhuisen |
Automating Constraint-Based Advisory: A Multi-Agent System for Constraint Verification and Trade-Off Reasoning (confidential), July 2026 |
prof.dr. Mark Hoogendoorn |
| Lukas Noppert |
Fairness-aware Machine Learning for Employee Attrition Prediction: An Intersectional Subgroup Analysis, July 2026 |
dr. Shujian Yu |
| Yoran Buter |
Forecasting Freight Materialization Under Booking Uncertainty to Improve Outstation Planning at KLM Cargo (confidential), July 2026 |
prof.dr. Ger Koole |
| Giulia van Nigtevegt |
Demand Forecasting for Short Shelf-Life Products in Fast-Food Industry (confidential), July 2026 |
dr. Joost Berkhout |
| Maélis Chaulot-Talmon |
Improving the Performance of a Multi-Objective Scheduling Model (confidential), July 2026 |
dr. Joost Berkhout |
| Day Dortmans |
Predicting and Explaining Inland Vessel Speed-Limit Violations Using AIS and IVS Data. A Case Study of the Twentekanalen (Confidentail), July 2026 |
prof.dr. Rob van der Mei |
| Daan Eshuis |
Personalised B2B Spare-Parts Pricing under Sparse Hierarchical Data: A Bayesian Approach with a Gradient Boosting Benchmark (confidential), June 2026 |
dr. Eduard Belitser |
| Said Çetinkaya |
A Panel-Based Machine-Learning Framework for Benchmarking National Net-Zero Pledges, June 2026 |
prof.dr. Rob van der Mei |
| Stefan de Haas |
Contact centre performance with multiple skills and abandonments (confidential), June 2026 |
dr. Oliver Fabert |
| Apostolos Syrris |
Data-Driven Demand Forecasting for Pharmacy Supply Chains, June 2026 |
dr. Rene Bekker |
| Nicolette Kuijt |
Price Forecasting for Risk-Aware Fruit and Vegetable Contracting, June 2026 |
prof.dr. Rob van der Mei |
| Viet Hang Tran |
Automatic evaluation of machine translation quality in the professional culinary domain (confidential), June 2026 |
dr. Kevin Luck |
| Rony Munnik |
Metadata-Centric Root-Cause Modeling of Machine-Learning Performance Degradation Using Synthetic Data Corruption, May 2026 |
prof.dr. Sandjai Bhulai |
| Emma van Middendorp |
Staying on the pitch: Predictive modelling for short-term injury risk (confidential), April 2026 |
prof.dr. Mark Hoogendoorn |
| Alexandra Nelis |
Impact of Planning Constraints in a Dutch Regional Care Network Using Discrete-Event Simulation (confidential), March 2026 |
dr. Rene Bekker |
| Alisar Abou Said |
Regulatory Compliance Automation Using Retrieval Augmented Generation Framework (confidential), March 2026 |
dr. Joost Berkhout |
| Arthur Trautwein |
Predicting Investor Churn in Sustainable Investment Funds: A Machine Learning Approach, February 2026 |
dr. Anil Yaman |
| Jade Paus |
Comparative Analysis of Machine Learning Models for Classification of Traffic Accident Severity in the Netherlands, February 2026 |
dr. Rikkert Hindriks |
| Davita van der Pol |
Detecting and mitigating bias according to the European AI Act in the credit risk engine of a Dutch telecom company, February 2026 |
dr. Rikkert Hindriks |
| Anne-Britt Analbers |
Data-Driven Project-Oriented Workforce Planning. A Machine Learning Approach For Demand Forecasting, February 2026 |
dr. Vincent Francois-Lavet |
| Goos Neefjes |
Improving Efficiency in Outpatient Clinic Scheduling, November 2025 |
dr. Rene Bekker |
| Vajiheh Moshtagh |
Predicting Advertising Effectiveness from Audio-Visual Features: A Multi-KPI Machine Learning Approach (confidential), November 2025 |
prof.dr. Ger Koole |
| Luciën Tuijp |
Predicting the performance of social media recruitment advertising, November 2025 |
dr. Shujian Yu |
| Konstantinos Flampouris |
Predicting Turnaround Time in Aircraft Component Maintenance Using Internal MRO Data (confidential), November 2025 |
dr. Shujian Yu |
| Jeroen Dittmar |
Factor Analysis on Wind Energy Sector, October 2025 |
dr. Anil Yaman |
| Charlotte Oorthuizen |
Learning What Drives Revenue: A Hybrid ARIMA-ANN Approach to Business Forecasting (confidential), October 2025 |
dr. Anil Yaman |
| Zerin Arif |
Predicting hotel booking cancellations with autoencoders and statistical dimensionality reduction, September 2025 |
prof.dr. Mark Hoogendoorn |
| Wenjie Hu |
Data-Driven Simulation of Alternative Deployment Models for the Amsterdam Fire Department. Implications for Operational Efficiency and Responsiveness, September 2025 |
prof.dr. Rob van der Mei |
| Roza Hoek Spaans |
Optimizing treatment pathways of cancer patients using process mining and reinforcement learning, August 2025 |
prof.dr. Guszti Eiben |
| Quirinus de Ruijter |
Enhancing emission-oriented Land-Use-Regression data with Vision-Language-Models — implementation for NOx in The Netherlands, August 2025 |
prof.dr. Mark Hoogendoorn |
| Noa Lassally |
Retrieval-Augmented Generation Improves Efficiency and Enhances Verifiability in Life Cycle Assessment Dataset Mapping (confidential), August 2025 |
dr. Joost Berkhout |
| Lars Kuipers |
Improving Complaint Retrieval through LLM-Based Summarization, Rephrasing, and Reranking Strategies (confidential), August 2025 |
dr. Vincent Francois-Lavet |
| Marissa Baks |
Exploring Machine Learning and Time Series Approaches for 2-month Demand Forecasting. A comparative study (confidential), August 2025 |
prof.dr. Sandjai Bhulai |
| Floris van der Harst |
Self-Adapting Financial Agents: Evolution Through Feedback-Driven Meta-Prompt Optimization, July 2025 |
prof.dr. Guszti Eiben |
| Tiantian Yao |
LLM-Based Text-to-DAX Query Generation in Hospitality Industry (confidential), July 2025 |
dr. Kevin Luck |
| Wesley van der Horst |
Modern Machine Learning for Photovoltaic Generation Forecasting in Smart Grids (confidential), Augustus 2025 |
dr. Kevin Luck |
| Esmée Wagenaar |
Direct vs. Component-Based CLV Models: A Case Study on Predictive Accuracy and Interpretability (confidential), August 2025 |
prof.dr. Mark Hoogendoorn |
| Dennis Botman |
Causal Learning for Smart Retention: A Contextual Bandit Approach to Personalized Customer Interventions (confidential), August 2025 |
dr. Vincent Francois-Lavet |
| Famke Bergsma |
Balancing Sustainability and Profitability: Quantifying Trade-offs Between ESG Compliance and Profitability in Financial Decision-Making, August 2025 |
dr. Daniele Avitabile |
| Maarten Hofland |
Anomaly Detection in Energy Meter Time Series Using LSTM Networks and Autoencoders (confidential), July 2025 |
dr. Kevin Luck |
| Thijmen van Es |
Hybrid Sales Forecasting: An Empirical Assessment of the Impact of Clustering (confidential), August 2025 |
prof.dr. Mark Hoogendoorn |
| Danique Bootsman |
Using machine learning models to predict the probability and the severity of an overdemand of arriving flights at Schiphol Airport (Confidentail), July 2025 |
prof.dr. Rob van der Mei |
| Paul Smit |
Comparing Matrix Factorization and Multi-View Deep Learning for Travel Recommender Systems from Clickstream Data (confidential), July 2025 |
prof.dr. Guszti Eiben |
| Yossie Hartman |
Kinship Recognition. Recognizing familial relationships through video clips, July 2025 |
prof.dr. Mark Hoogendoorn |
| Renzo Spaargaren |
Optimizing In-Flight Catering Production Planning (confidential), July 2025 |
prof.dr. Ger Koole |
| Joost Jansze |
Enhancing sales forecast accuracy across e-commerce platforms (confidential), July 2025 |
prof.dr. Ger Koole |
| Elena Gilland |
Forecasting Day-Ahead Electricity Demand at an Electric Vehicle Charging Station (confidential), July 2025 |
prof.dr. Ger Koole |
| Rik van Schie |
Hybrid Journal-Entry Testing: Leveraging NLP to enhance Automated Anomaly Detection (confidential), July 2025 |
dr. Vincent Francois-Lavet |
| Mingjie Wu |
Machine Learning-Based Soil Type Classification Using Sentinel-2 Remote Sensing Data in the Netherlands (confidential), July 2025 |
dr. Shujian Yu |
| Viktor Bánki |
How do different machine learning models compare in predicting employee attrition? (confidential), July 2025 |
dr. Vincent Francois-Lavet |
| Lotte Bootsma |
Balancing Waste Reduction and Service Level: A Strategic Approach for an International Dairy Company (confidential), July 2025 |
dr. Joost Berkhout |
| Rens van Haasteren |
EXPLAINABILITY-GUIDED ACTIVE LEARNING for the detection of money laundering, July 2025 |
dr. Emma Beauxis-Aussalet |
| Merlijn van der Lans |
Generational Effects of the Dutch Pension. System Reformation: A Quantitative Assessment of Investment Risk Exposure - A Modelling Study, June 2025 |
prof.dr. Ronald Meester |
| Lars Bijvoet |
AuditRAG. An ARAG Approach for Auditing Dutch Annual Reports: Ensuring Compliance, June 2025 |
dr. Vincent Francois Lavet |
| Fay Hoost |
A Data-Driven Approach to Optimising Central Warehouse Location in the United States (confidential), May 2025 |
dr. Alessandro Zocca |
| Johan de Groot |
Mixed-Integer Linear Programming for Wind-BESS Co-location in Continuous Intraday Markets (confidential), May 2025 |
dr. Alessandro Zocca |
| Donna Homburg |
Price Elasticity of Seasonal Products (confidential), May 2025 |
prof.dr. Sandjai Bhulai |
| Joost van den Nieuwenhof |
Optimizing Nursing Home Placement: The Effect of Patient Preferences on Admission Strategies, March 2025 |
dr. Rene Bekker |
| Annabel van den Berg |
Optimizing Patient Care: A Data-Driven Framework for Evidence-Based Staffing in Healthcare (confidential), March 2025 |
dr. Rene Bekker |
| Sanne de Wilde |
Automating and Optimizing Cluster-Based Time Window Assignment for ... (confidential), March 2025 |
dr. Alessandro Zocca |
| Dalinio van Kempen |
Clustering companies based on similar financial profiles using XBRL data. Can clustering algorithms be used to gain insights about the data consistency and industry trends, March 2025 |
dr. Paulo Jorge de Andrade Serra |
| Young Kon Yong |
Using a Variational Autoencoder for the detection of financial crime by encoding account behavior, March 2025 |
prof.dr. Sandjai Bhulai |
| Femke Stokkink |
Optimization of Ward Layouts for Clinical and Day Treatment Departments, March 2025 |
dr. Rene Bekker |
| Bart van den Boogaard |
Predicting Participant Dropout in Football Coaching Courses (Confidentail), February 2025 |
prof.dr. Rob van der Mei |
| Niels Witte |
Outflow Management. Forecasting Monthly Transactions Using Time Series Modelling (Confidentail), February 2025 |
prof.dr. Rob van der Mei |
| Wieger Schuurman |
Cost-Constrained Revenue-Uplift Modeling Applied to Personalized Discount Campaigns. An in-depth analysis of revenue uplift modeling techniques combined with cost prediction models to maximize marketing campaign returns in the retail industry (Confidentail), February 2025 |
dr. Rikkert Hindriks |
| Sander Steur |
Optimizing the consultant-to-project assignment problem using Hybrid-Evolutionary Algorithms, November 2024 |
dr. Karine Miras and prof.dr. Guszti Eiben |
| Evangelos Niklitsiotis |
Automated Detection of Seasonality and Anomalies in IT Hospitality Infrastructure, December 2024 |
dr. Paulo Jorge de Andrade Serra |
| 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 |
| Rok Rozman |
Optimizing Large Language Models for Structured ESG Data Extraction Through Domain-Specific Fine-Tuning, October 2024 |
prof.dr. Sandjai Bhulai and dr. Svetlana Borovkova |
| 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 |