Bachelor Data Science and Artificial Intelligence


This list includes theses in the former specialization "Kunstmatige Intelligentie" of the Bachelor Informatica.


2024-2025
Student Thesis Content
Zaciragic, T. (Tarik)Bluffing Tendencies in Leduc Hold’em
Asghari, S. (Sana)Generating Synthetic Liver Tumor CT scans for Medical AI Applications
Ayerdem, C. (Cem)Application of Governance on Third-Party Identities
Bagan, N. (Nataliia)Optimizing Agentic Retrieval-Augmented Generation using Reinforcement Learning-Based Methods
Bichev, I. (Ivan)Benchmarking Automata Learning
Bujna, A. (Adam)Automated Segmentation of Amyloid Fibres from Electron Micrographs
Cremer, A. (Alexander)Deepseek vs OpenAI - A Comparison of GRPO and PPO in Reinforcement Learning Environments
Dziuzaite, P. (Patricija)Extracting ADRs from Oncology Texts: Comparing Language Models and Traditional Machine Learning Approaches
Elbrecht, E. (Erki)Video Steganography with Deep Neural Networks
Frentz, S.M. (Sander)Evaluating the Impact of Prompting Techniques on the Logical Consistency of LLMs
Houwen, M.I. van der (Mathilde)Physiological Correlates of Human-Robot Dictator Game Behavior
Ionescu, T. (Teodor-Calin)Topic Modelling Applied to Storytelling Data for Better Patient Care
Iqbal, K. (Keith)Optimizing Deep Reinforcement Learning Architectures for Pacman: A Comparative Study of Manual Design and Evolutionary Algorithms
Kataria, A. (Arman)Liquid Neural Networks vs RNNs: A Deep Learning Approach to Time Series Forecasting
Kendic, F.S. (Ferid)Exploring Reinforcement Learning in the Financial World
Kennon, E. (Ella)Comparing the Performance of the Walsh and Multilinear Basis with Regression Surrogate Models for Pseudo-Boolean Optimization
Kleinwort, L. (Luis)Improving the Computational Efficiency of Handwritten Mathematical Expression Recognition
Lans, J.C.W. (Joris)The ‘Magic Word’ for LLMs: A Study on the Effect of Politeness on LLM Performance
Leenen, J.P. (Jort)Practical Equivalence Checking of P4 Packet Parsers
Lens, P. (Pepijn)Threshold-Tunable U-Net for Small Target Detection in Maritime Radar: An Alternative to CFAR
Lo, F.J.A. (Fong Jing Ashley)What’s the Point of Diffusion Planning in Offline Reinforcement Learning?
Lytovka, M. (Maksym)Beyond Coarse-Grained Matching in Video-Text Retrieval
Motz, L. (Luuk)Modeling Social Creativity with Large-Scale Multi-Agent Systems and Emergent Properties of Collective Creative Processes
Mushmush, R. (Riham)A Study on the Effects of Speech Performance of a NAO Robot on Information Recall
Nastas, A. (Alexandra)Reducing Gender Bias in a Dutch Language Model through Counterfactual Data Substitution
Nieland, J. (Jesse)The Possibilities of Applying Machine Learning to a Limited Esports Dataset
Oomen, G. (Guus)Enhancing Medical Dialogue Systems: Fine-Tuning Large Language Models for More Accurate Diagnoses
Opdam, K. (Kenji)Finding and Visualising Patterns and Knowledge Gaps in the Field of AutoML for Earth Observation
Pomp, L. (Lisa)The Influence of Personalised Feedback on Coding Education for Children through the Use of an Educational Game
Pronk, L.A. (Levi Ari)Unveiling the Roof: Anomaly Detection in Train Pantographs
Salim, D.K. (Dania Kadah)How does the DeepSeek-R1 model understand emotions?
Salman, A. (Avan)Application of Knowledge Transfer in Reinforcement Learning
Sanz Lozano, R. (Rebeca)Assessing Bias in Machine Learning Models for Alzheimer’s Disease Detection Across Gender and Age
Scheerder, A. (Alexander)Large Language Model as model in Model-Based Reinforcement Learning
Smeyers, C. (Catherine)Analysis and Visualization of AI-generated Amigurumi Crochet Patterns
Veen, J.H. van (Rick)RL in a Dynamic Environment
Wu, N.C. (Nicholas Chi-Hung)Multi-Objective Maintenance Optimization