Master Computer Science



2024-2025
Student Thesis Content
Ahrens, R. (Ruben)Detecting Ship Plumes Using TROMOPI NO2, SO2 and HCHO Observations
Allison, L. (Lucas)Quantum Circuit Equivalence Verification Using the Generalized Stabilizer Formalism
Aristiou, K. (Kyriakos)Enhancing Oriented Object Detection with Adaptive Tiling
Batenburg, V. (Victor)Steering LLMs Towards Safer Shores
Bax, P.J. (Pim)Optimising Setups and Gameplay for Conquest, a Chess-like Wargame, Using Monte Carlo Tree Search
Beek, B. van (Bob)Analyzing Human Navigation Using Network-Based Games
Bilalis, N. (Nikolaos-Maximos)Optimizing Elite Sports Training: A Reinforcement Learning Approach for Personalized and Effective Training Schedules
Braam, I. (Isaac)Evaluating the Costs of Constraints in University Course Timetabling Problems
Buurman, D. (Dennis)Countering the Computation vs Communication Trade-off with Compiler Techniques
Dash, P. (Piyush)Effect of Audio Augmentations on Genre Classification Using Contrastive Learning
Doukeris, G. (Georgios)"Once Upon a Time There Was an LLM that Could Write a Story”: Human Interaction with AI Through Text-based Videogames - CONFIDENTIAL
Eveleens, S. (Stan)A Personalized Job Ranking System for the Recruitment Industry
Guo, Z. (Ziming)Enhancing Engineering Document Analysis through Structured Data Mapping
He, L. (Lin)Classification of Vocal Intensity Categories Using ResNet
He, X. (Xiang)Unlearning for Sequential Recommender Systems
Hermanus, P. (Per)Portfolio Selection in Adaptive Operator Selection for Differential Evolution using Multi-Armed Bandits
Hettini, A.A. (Abed Alrahman)Leveraging AI for the Development of a Standardized Multilingual Education Taxonomy Aligned with Job Market Demands
Hoteit, M. (Mohamad)Decoding 3D Upper Limb Motion Using EEG and Motion Capture: A Deep Learning Approach
Jiang, K. (Kaiteng)Multimodal Self-supervised Music Genre Classification with Audio and Lyrics
Kumar, M. (Manasvi)Feasibility Study for Automatic Regression Analysis of Lithography Machine
Li, S. (Shupei)Rethinking Conversational Recommender Systems: A Reproducibility Investigation
Peeters, L. (Levi)Truly Unordered Rule Sets for Interpretable Risk Estimation in the Retail Sector
Rademaker, M. (Mark)Automating Scene Change Detection in TV and Film: A Deep Multimodal Fusion Approach
Romeijn, L. (Luuk)LncRNA-BERT: An RNA Language Model for Classifying Coding and Long Non-Coding RNA
Rooijen, H. van (Hidde)Enhancing the Reliability of Model Evaluations in Predictive Process Monitoring
Schamhart, M. (Milou)Large-scale Analysis of Multilingual Financial News with LLMs
Severin, H. (Heleen)3D Structure-Boosted Deep Learning for the Prediction of Cancer Vaccine Candidates
Smits, S. (Simone)Predicting Type 2 Diabetes Prevalence Through Machine Learning: Correlations with Social Networks, Lifestyle, Socioeconomics and Living Environment
Strijker, J. (Jonathan)Legal Question-Answering in the Age of Large Language Models
Thandu, M.P. (Mouni Priyanka)An Algorithm for Identifying Activity Tests in Parkinson’s Disease Patients using Accelerometer Data
Tu, S. (Siwen)Explore the Impact of Context in News Image Captioning - CONFIDENTIAL
Vink, E. de (Elze)Analyzing the Performance of Community Detection Methods: A Group Fairness Approach
Wetten, F. van (Fien)BABA IS LLM: Large Language Models Play Baba is You
Wheeler, M. (Michael)Retrieval-Augmented Generation for Answering IT Helpdesk Questions
Wijne, L. (Louka)Predicting Illegal Ship Breaking Via Fairness-aware Classifier Optimisation
Wolff, L. de (Lucas)Identifying Promising Regions of Differentiated Cardiomyocytes in Brightfield Images through Machine Learning
Zeeuw, M. de (Matthijs)Adapting and Applying Evolutionary Algorithms to Variable Length Representations of Optimization Problems
Zeng, P. (Pengxu)AI-Driven Synthetic Route Length Prediction – Benchmarking Graph Neural Networks Against Traditional Machine Learning in de novo Drug Discovery