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


Student ThesisContent
Afzal Khan, R.N. (Raaed)Mutually Intelligible, Separate Outcomes: Linguistic Bias Between Hindi and Urdu in Sentiment Classification
Agbaria, L. (Laith)Meta-overfitting and Overtuning of Small Language Models Fine-Tuning
Ahmedov, T. (Tolunay)Evaluating Causal Inference Methods in Natural Experiment Setup
Al-Amodi, H. (Hussein)Surface or Substance? A Controlled Experiment on How Contextual Signals Sway LLM Peer Review Judgements in CS
Alonso Cancela, A. (Antia)Analysis of Sycophancy Across Questioning Styles: A Comparative Study of Sycophancy Across Prompting Architectures and Large Language Models
Amirani, K. (Kasra)A Unified Toolkit for Evaluating Nonlinear Dimensionality Reduction Techniques
Baggen, P. (Pepijn)Morphometric Read-outs from Neurite Segmentation in a Cardiac Innervation Chip Using U-Net
Bahšteins, M. (Matīss)Constraint-Verified Agentic Loop for FPV Drone Component Compatibility
Benke, P. (Péter)Cloud vs. Local Multimodal Models for Embodied Task Planning: Evaluating Trade-offs in Success, Latency, and Energy Consumption
Berkel, F. van (Foppe)Analysis of the Behavior of Algorithms on Proxy Functions for Replacing Real World Optimization Problems
Bernotas, R. (Rapolas)Benchmarking Established and Recent Object Detectors for Road Scene Detection
Bobrova, A. (Aleksandra) Reinforcement Learning for Minimum-Energy Path Discovery on Low-Dimensional Potential Energy Surfaces
Bol, E. (Emile)Engagement-driven Strategies on Social Media: User Perceptions and Implications for a Digital Advice Tool
Bouman, T. (Thijmen)The Effect of GenAI-Tools on Knowledge Management, Workload and Productivity in the Salvation Army
Brouwer, R. (Rens)Performance Assessment of Within-Season Crop Type Mapping Methods Using Satellite Image Time Series
Calame, S. (Saar)Exploring Synthetic Non-Contrast Brain CT Generation and Deep-Learning Classification for Intracranial Haemorrhage Detection
Canavea, M. (Matei)Weighing the Possibilities: Scalable Simulation of Quantum Convolutional Neural Networks using Weighted Model Counting
Chatterjee, A. D. (Aditya Dev)Reading Between the Lines: The Communication of Corporate Sustainability in CEO Statements Across Regions from 2013 to 2022
Chen, H. (Hao)Understanding Label Errors and Ambiguous Samples in Earth Observation Benchmarks: A Case Study on EuroSAT
Cordova Niewold, R. (Rafael)Privacy-Preserving Collaborative Vulnerability Assessment using Secure Multi Party Computation
Czapska, G. (Gabriela)Comparison of Classical, Hybrid Quantum-Classical, and Quantum Generative Models on the Low-Dimensional Bars and Stripes Dataset
Diaconu, S.I. (Stefan-Ioan)A Synthetic, Observability-Annotated Dataset for Viewpoint-Dependent Vehicle Damage Detection
Diermen, A. van (Anneroos)Validating LiNT Readability Formula on Various Text Categories
Dinh, N. (Natascha)Teaching Machines to See Seasonal Color: An Explainable Approach for Automated Personal Color Analysis
Dorland, R. (Ryan)Extended Hypervolume Improvement Distributions for Constrained Multi-Objective Bayesian Optimization with Correlated Gaussian Processes
Dunsky, N. (Noam)Simulating Depression with Reinforcement Learning
Dziewonski, J. (Jan)Emergent Communication in Aging Populations
Emekçi, D. (Duru)Evaluating Counterfactual Robustness Across Independently Trained Predictive Models: A Multi-Dimensional Framework for Healthcare
Epprecht, K. (Kai)A Cross-Cultural Analysis of Humor Detection and Interpretation in Large Language Models
Fu, J. (Jingya)Building Trust in Automotive Intrusion Detection Systems Through XAI Methods
Gahr, W. (Wesley)Probing, Attribution, and Attention in a Siamese Mouse-Dynamics Biometric Encoder
Gebe, M.B. (Márton Bálint)Robustness of Guitar Tablature Transcription under Signal-Level Acoustic Degradation
Georgieva, V. (Viktoria)Multi-Task Simulation for Evaluating Generalization under Dynamic Task Execution
Gloesener, M. (Max)Safe Scanning of Proprietary Operational Technology Protocols
Hamza, K. (Khayri)Comparing Traditional and Deep Learning-Based Meta-Features for Algorithm Selection
Harell, M. (Max)Beyond Scalar Fitness: Behavioural Feedback for LLM-Driven Metaheuristic Evolution
Hartman, K. (Kaier)Fractal Analysis as a Quantitative Explainability Tool for CNN Decision Making in Breast Cancer Cell Classification
Hermelijn, D. (Djamey)Random Forest Induced Diverse Subgroup Discovery
Im, A.J.H. (Adrien Joon-Ha)Design and Evaluation of an Active Vision System for Surgical Instrument Detection and State Classification
Inan, A. (Alphan)Adaptive Music in Minecraft and its Impact on the Player Experience
Johannsen, L. (Lenard)Efficient Small-Object Video Detection via Quantization-Aware Training
Jolevski, T. (Tome)MyGraine: The Utility of Machine Learning Approaches for Personalized Migraine Attack Onset Prediction Among Episodic Migraine Patients
Jonas, D. (Dani)How Effective are Simple Machine Learning Models in Accurately Predicting Structural Properties of 2D Perovskites Directly from Crystal Structure Data?
Jong, K. de (Kaya)Reconstructing Holocene ENSO Variability through the Harmonization of Heterogeneous Proxy Records using a Gaussian Process Regression Framework
Kamalzadeh, D. (Dalia)Evaluating the Impact of Pre-processing Choices on CNN-Based Dolphin Vocalization Classification in Passive Acoustic Monitoring
Kamerbeek, J. (Jesse)Truly Unordered Rule Sets for Delivery Delay Prediction: Analyzing the Performance–Interpretability Trade-off
Klioštoraitis, B. (Benas)Reducing Stagnation in PCA-Assisted Bayesian Optimization
Koghee, N.X.X. (Nadia)Hands-on Retrieval Insight and Trust in Legal AI: A Study of Law Students Interacting with RAG Systems
Komeili Zadeh, K. (Koorosh)Adaptive Data Profiling with ML-Based Quality Checks for ETL Pipeline Quality and Cost Optimization
Koster, D. de (Dominieq)Solving the Shape Ambiguity and Domain Gap Problem Using Multiple-View Classifiers and Domain Adaptation Methods
Kowalczyk, E. (Ewelina)Magnitude Symbolism Without Sound: Investigating Phonetic Size-Symbolic Associations in Large Language Models
Krajanowski, J. (Jakub)Sentiment Analysis of Moroccan Darija Arabizi: A Comparison of Pretrained Transformer Encoders and a Classical Baseline
Kravcenko, A. (Artemijs)Parameter Sensitivity Analysis of the Heston Stochastic Volatility Model
Kuurstra, D. (Dean)The Identification of Spectral Patterns in Low Resolution XP Spectra of Gaia DR3 Using Compression-Based Pattern Mining
Kwakernaak, J.F. (Joni)Moral Priming: Effect of Moral Framing on Political Alignment of Large Language Models
Latuff, C. M. (Christian)Icy Displacement: Integrating Glacier Fluctuation and Species Occurrence Data to Study Distribution Shifts Near Retreating Glaciers
Leppäkorpi, J. (Johannes)Multi-Objective Stochastic Electric Vehicle Routing Problem with Time Windows
Lev, Y. (Yotam)Lens Optimisation Using the LLaMEA Framework Specifically for Optical Lens Design
Li, J. (Jingbo)Can Repeated Sampling Help Smaller Language Models Outperform Larger Models under a Generation-Time Budget?
Li, X. (Xiaosai)Dynamic Shape-IoU : Addressing Scale Variance
Lichota, P. (Piotr)NQS-Bench-101: Benchmarking Neural Architecture Search for Neural Quantum States
Liem, K. (Katherine)Thinking Deliberately or Thinking Too Much? Investigating the Tradeoff Between Theory-of-Mind Performance of Agentic-LLMs Using Mental State Modeling and Model Expenses
Lopez Ruiz, A. (Alejandro)Ecosystem Simulation for Environmental Policies using Reinforcement Learning
Lu, S. (Shengan)Does Structured Grounded Generation Improve Consumer Response to AI-Generated Social Media Posts? Evidence from a Randomized Online Experiment and Implications for Outcome-Based Pricing
Luchini, E. (Enrico)Efficient Anomaly Detection for Industrial Purposes: A Comparative Study of Transformers and CNNs
Ludlage, N. (Nika)Does it Matter Who is Rude? Exploring Politeness and Perceived Agency in Chatbot Conversations
Marini, A. (Anna)Pruning-Aware Shapley Values Estimation for Large Language Models Nonuniform Semistructured Pruning
McMahon, H.B. (Hazel Buckley)“Why Are You Arguing With Me?”: The Effect of Linguistic (Mis)Alignment on Trust and Persuasion in a Human-AI Debate
Mediavilla Sáez, A. (Alejandro)A Linear Programming Approach to EV Charging Power Supply Optimization: Performance, Scalability, and Service Trade-Offs
Mendes, C.E.M. (Carlos)Scalable Evolutionary Strategies for Deep Reinforcement Learning via Integer-Only Neural Networks using Low-Rank Updates
Meurs, J. (Justin)Analyzing DropConnect Retention Rates and the Block Structure of Parameter Correlation Matrices in Feed-Forward Networks
Micu, R.L. (Roxana-Laura)ChatGPT: Become Human, A Taxonomy of LLM Morality in Choice-Based Video Games
Moerman, F. (Fiona)Evaluating the Impact of Underwater Image Enhancement on Object Tracking for Autonomous Underwater Vehicles
Molnár, M.T. (Máté)Scaling Archival Research with Agentic AI: A Reproducible Pipeline for IPO Team Data Enrichment
Moussa, C. (Christiaan)Extending the Training Free VPint2 Framework for Multi-Temporal Cloud Removal in Satellite Image Time Series
Mścisz, K.P. (Kamil)Comparing Local and Global Forecasting Models on Highly Intermittent Time Series in Manufacturing
Munck, V. de (Victor)Luhmannian Society Digitized: A Study on Structured Creativity as an Autopoeitic Process within the DIFI Framework
Nasrollahi, G. (Ghazaleh)AI-Assisted Coding, NDAs, and Confidentiality Boundaries
Nathie, R. (Rajeev)The Capabilities of LLMs in Assisting in a Language Production Task
Nguyen, S. (Sofia)Dinner Party Conversations with an LLM: Reducing the Echo Chamber Effect
Nizielski, K. (Kacper)Through the PRISM: Privacy-Region Investigation for Surveillance Media in Video Action Recognition
Noordenne, K. van (Kay)Optimization for Food Delivery Under Uncertainty
Nour, B. (Bilal)A Data-Driven Analysis of Personalized Performance Predictors in Competitive Endurance Runners
Oleksa, M. (Mateusz)Trust Me, I’m a Chatbot: The Effect of Parasocial Cues on the Conformance to AI Chatbot Advice
Otte, J. (Jacob)Classifying Play Styles in Online Multiplayer Video Games
Paul, M. (Marit)Exploring Disjunctive Queries in Subgroup Discovery
Peng, Y. (Yihui)EEG-based ROI Selection for Accelerating Vision-Language Models in Visual Question Answering
Perski, P. (Piotr)Uncertainty Quantification in Deep Learning via Predictive Coding
Pluutus, M. (Mariela)Monitoring Effort Overruns in Software Maintenance
Politylo, M. (Maria)Zebrafish 3D Reconstruction: Optimization of the Current Pipeline for Brightfield and Fluorescent Imaging
Qalyoen, S. (Sami)The Influence of AI Systems on Military Decision-Making
Ramos Fernandez, N. (Nicolas)Probing Cross-Lingual Differences in how LLMs Represent Natural Language Inference
Reitter, CJConformity, Comfortability, and Chatbots: How Virtual Avatars Affect the Likeability of an Agent
Richtr, J. (Jan)Investigating the Transferability of Reinforcement Learning-Based Hyperparameter Optimisation Methods
Rietveld, A. (Anthony)Generative AI as a Content Generator for Educational Games
Riezebos, E. (Elle)Bridging the Gap Between the Traditional and the Digital: Assessing the Authenticity of AI-Generated and Digital Art
Rojewska, N. (Nina)Predicting Human Semantic Priming Using Multilingual Large Language Models
Rooij, L. de (Lars)True Colours: Vision Transformers Classifying Art Beyond Hue
Rosenmann, A. (Alma)Reinforcement Learning for Quantum Error Correction
Ruesink, V. (Victor)The Impact of Stated Reasoning Monitoring on Sycophantic Response Tendencies in LLMs
Schelven, Q. van (Quinten)Comparing Trust in Large Language Models Using the Game Codenames
Scholten, W. (Willem)Investigating Local Robustness of TabPFN on Small Numerical Binary Classification Tasks
Semenova, D. (Daria)Measuring Human-Model Alignment of Post-Hoc Deepfake Evidence Under Controlled Compression
Seryano, T. (Talya)Evaluating the Reliability of Explainable AI Methods for CNN and Vision Transformer Models in COVID-19 Chest X-Ray Classification
Shileeva, K. (Ksenia)Classical-to-Quantum Encoding Strategies for Binary Classification
Simantiris, O.L. (Odysseas)Optimization Algorithm Ranking Preservation Using Surrogate Models in the MECHBench Framework
Sips, A. (Anna)Mechanistic Interpretability in Deep Learning-Based Side-Channel Attacks
Smit, P.G.A. (Priya)Detecting Android Malware Using Graph Neural Networks: A Comparison Between an Inductive and Transductive Learning Approach
Snepvangers, A. (Alexander)LLM Performance on Multi-Interlocutor NLI Tasks
Spek, A.M. van der (Anna Michelle)LLaMEA for Clustering Problems
Steeg, P. van der (Peter)Optimizing SubDisc Subgroup Quality: A Comparative Study of Search Methods Across Interval Sizes
Szekeres-Kovács, V. (Veronika)Evaluating the Intrinsic Interpretability of Time-Conditioned Contraction Matching
Tomić, V. (Vuk)Utility and Trustworthiness of Generative AI in Peer Review
Tudora, M.T. (Maria Teodora)Data Mining and Machine Learning for Online Prediction of Vessel Arrival Time Residuals
Uzun, E.M. (Emine Melisa)The Effect of Emotional Explicitness on Cognitive and Affective Empathy in Large Language Model Responses
Valint, B. (Bence)Optimizing the Accuracy–Calibration Trade-off with Multi-Objective Genetic Algorithms in Transformer-Based Forecasting for the Hungarian Energy Balancing Market
Verberne, T. (Tim)Changing the Narrative: Improving NPC Dialogue Consistency Using a Single LLM
Vinasiththamby, T. (Thulashikaa)Analyzing Representation and Bias in Face Recognition Datasets & The Role of Documentation in Enhancing Transparency
Wang, C. (Cindy)Collecting a State-of-the-Art Event-Based Dataset for In-Vehicle Gesture Recognition
Wang, J. (Jinnan)YOLO26-Based Pollen Detection and Classification in Brightfield Microscopy Images
Wang, L. (Lei)Gaze-Driven Efficient Inference for Vision-Language Models
Wang, X. (Xinyue)Dynamics of Reassurance-Seeking in Human LLM Interaction: A Computational Benchmark and Risk Analysis
Westerbeek, B. (Bram)Order-Regularized Fourier Features for Spectral Bias and Adversarial Robustness
Wilk, M. (Mateusz)Attention-based Reinforcement Learning for the Container Stowage Planning Problem
Wünsch, D. (David)Transfer Learning of Robustness for Image Classification Neural Networks
Xie, Z. (Zhemin)Automatic Detection and Whole-Roll Localization of Deep Quilting in Rewinding Videos of Silicon Anode Material
Yuan, R. (Ruike)AI-driven Smart User Interface Generation from UMLs for Model-Driven Engineering
Yüksel, F. (Faruk)Generating High Resolution CT Images with GANs
Zagoritis, E. (Emmanouil)Predicting Futures, Not a Future: Diverse Next Action Anticipation
Zhang, J.J. (Jia Jia)Network Structure of Skincare Formulations and its Association with Product Popularity