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
Bazba, A. (Alexander)Secure Machine Learning: A Comparative Study of Special Preprocessing Techniques in Multiparty Computation
Bichev, I. (Ivan)Benchmarking Automata Learning
Bujna, A. (Adam)Automated Segmentation of Amyloid Fibres from Electron Micrographs
Celep, B. (Beyza)Extraction of Metadata from Debt Letters: Comparison of Local NLP Models
Cieloszczyk, A. (Anna)Added Value of Advanced Machine Learning over Baseline Association Rules Mining
Cremer, A. (Alexander)Deepseek vs OpenAI - A Comparison of GRPO and PPO in Reinforcement Learning Environments
Díaz Fiol, T. (Tomás)Evaluating Adaptive and Static Risk-Taking in Robot Navigation on a Dynamic 2D Grid
Dijksterhuis, Y. (Yvonne)Multi-Objective Optimisation Genetic Algorithm for Strategic Life Cycle Management Backlog Creation
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
Gagua, M. (Mariam)Modeling Vegetation Health from Climate Drivers: Residual-Based Detection of Anomalies
Haan, I.B. de (Ian)The Impact of Reasoning on LLM Performance in ToM tasks
Hagen, L.A. (Leïla Aïkili)News Mining for Homicide Characteristics in Indonesia for a Thesis Research Proposal
Haik, D. (Dominika)A Diagnostic Framework for t-SNE and UMAP: Improving Interpretability
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
Kalinin, V. (Volodymyr)Interactive Signaling and Response System
Kalnare, M. (Matiss)Adaptation of Mechanistic Interpretability Methods to Time Series Transformers in Classification Tasks
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
Mediavilla, J. (Juan)Fine-tuning General Time Series and Accelerometer-Specific Self-Supervised Models for Human Activity Recognition
Moerdijk, D. (David)Application of Transformer Models and Mixture-of-Experts Architectures on Pairs Trading with ETFs
Mohamed, B. (Bilal)Integrating Subgroup Discovery with Conversational AI for Enhanced Business Intelligence
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
Piszczek, W. (Wiktor)Improving Settlers of Catan agents with Natural Language
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
Radojevic, S. (Steffan)Evaluating the Effectiveness of Multi-Striding on the Raspberry Pi 5 and Banana Pi F3
Raven, J. (Jip)Completeness and Decidability of (Guarded) Kleene Algebra (with Tests) under the Hypothesis e = 0
Salim, D.K. (Dania Kadah)How does the DeepSeek-R1 model understand emotions?
Salman, A. (Avan)Application of Knowledge Transfer in Reinforcement Learning
Santos Cordeira, P. dos (Phoebe)Object Detection and Rotation Estimation Using IntelRealsense Depth Camera
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
Stranomiti, E. (Emmanouela)YOLO-Based Fusion Models for Real-Time 3D Object Detection
Tsie-A-Foeng, E. (Ernie)Transforming the Crazyflie 2.1 Nano-Drone into an Interactive Pet
Veen, J.H. van (Rick)RL in a Dynamic Environment
Wu, N.C. (Nicholas Chi-Hung)Multi-Objective Maintenance Optimization