| Student |
Thesis | Content |
| Afzal Khan, R.N. (Raaed) | Mutually Intelligible, Separate Outcomes: Linguistic Bias Between Hindi and Urdu in Sentiment Classification | |
| Al-Amodi, H. (Hussein) | Surface or Substance? A Controlled Experiment on How Contextual Signals Sway LLM Peer Review Judgements in CS | |
| Amirani, K. (Kasra) | A Unified Toolkit for Evaluating Nonlinear Dimensionality Reduction Techniques | |
| Benke, P. (Péter) | Cloud vs. Local Multimodal Models for Embodied Task Planning: Evaluating Trade-offs in Success, Latency, and Energy Consumption | |
| Bol, E. (Emile) | Engagement-driven Strategies on Social Media: User Perceptions and Implications for a Digital Advice Tool | |
| Chatterjee, A. D. (Aditya Dev) | Reading Between the Lines: The Communication of Corporate Sustainability in CEO Statements Across Regions from 2013 to 2022 | |
| Cordova Niewold, R. (Rafael) | Privacy-Preserving Collaborative Vulnerability Assessment using Secure Multi Party Computation | |
| 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 | |
| Epprecht, K. (Kai) | A Cross-Cultural Analysis of Humor Detection and Interpretation in Large Language Models | |
| 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 | |
| Hartman, K. (Kaier) | Fractal Analysis as a Quantitative Explainability Tool for CNN Decision Making in Breast Cancer Cell Classification | |
| 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 | |
| Jonas, D. (Dani) | How Effective are Simple Machine Learning Models in Accurately Predicting Structural Properties of 2D Perovskites Directly from Crystal Structure Data? | |
| 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 | |
| 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 | |
| Kowalczyk, E. (Ewelina) | Magnitude Symbolism Without Sound: Investigating Phonetic Size-Symbolic Associations in Large Language Models | |
| Latuff, C. M. (Christian) | Icy Displacement: Integrating Glacier Fluctuation and Species Occurrence Data to Study Distribution Shifts Near Retreating Glaciers | |
| 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 | |
| Ludlage, N. (Nika) | Does it Matter Who is Rude? Exploring Politeness and Perceived Agency in Chatbot Conversations | |
| Mediavilla Sáez, A. (Alejandro) | A Linear Programming Approach to EV Charging Power Supply Optimization: Performance, Scalability, and Service Trade-Offs | |
| 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 | |
| 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 | |
| Oleksa, M. (Mateusz) | Trust Me, I’m a Chatbot: The Effect of Parasocial Cues on the Conformance to AI Chatbot Advice | |
| 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 | |
| Pluutus, M. (Mariela) | Monitoring Effort Overruns in Software Maintenance | |
| 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, CJ | Conformity, 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 | |
| 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 | |
| Schelven, Q. van (Quinten) | Comparing Trust in Large Language Models Using the Game Codenames | |
| 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 | |
| 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 | |
| Valint, B. (Bence) | Optimizing the Accuracy–Calibration Trade-off with Multi-Objective Genetic Algorithms in Transformer-Based Forecasting for the Hungarian Energy Balancing Market | |
| 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, 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 | |
| Wünsch, D. (David) | Transfer Learning of Robustness for Image Classification Neural Networks | |
| Yüksel, F. (Faruk) | Generating High Resolution CT Images with GANs | |
| Student |
Thesis | Content |
| Greganova, A. (Adela) | Enhancing Principal Component Analysis-assisted Bayesian Optimization through Local Embeddings | |
| 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 | |
| Banny, I. (Ivan) | Enhancing PCA-Assisted Bayesian Optimization through Parallel Orthogonal Sampling | |
| Bazba, A. (Alexander) | Secure Machine Learning: A Comparative Study of Special Preprocessing Techniques in Multiparty Computation | |
| Bichev, I. (Ivan) | Benchmarking Automata Learning | |
| Branger, P. (Peter) | NoodleGP: Automatic Guitar Tablature Generation Using Conformers | |
| 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 | |
| Chaara, O. (Oumnia) | Enhancing Biodiversity Stability: Adaptive Parameter Optimization in Abstract Ecosystem Simulations | |
| 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 | |
| Dimins, M. (Matiss) | Comparison of LLM-based SotA approaches to solving data scarce intent detection in the few-shot setting | |
| 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 | |
| Georghiou, C. (Christos) | Topology of Decentralized Social Networks: A Case Study of Bluesky | |
| 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 | |
| Hillenaar, H. (Hugo) | Examining the Expression of Human Values in Persona-assigned Prompting in 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 | |
| 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 | |
| Koppers, M. (Maurits) | Optimizing Multimodal Emotion Expression for an Appearance-Constrained Robot | |
| Kroll, J. (Jesse) | Evaluating Adversarial Robustness in Time-Series Classification: A Comparative Study on Self-Supervised Learning Models | |
| Lans, J.C.W. (Joris) | The ‘Magic Word’ for LLMs: A Study on the Effect of Politeness on LLM Performance | |
| Leeuwen, Q. van (Qiu) | Explaining semantic priming effects using predictors derived from Large Language Models | |
| Lens, P. (Pepijn) | Threshold-Tunable U-Net for Small Target Detection in Maritime Radar: An Alternative to CFAR | |
| Li, X. (Xu) | Reinforcement Learning for Training Small LLMs by Distillation | |
| 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 | |
| Mogyorósi, Á. (Ádám) | Dynamic Multi-Objective Optimization for Real-Time Grocery Delivery Routing Using Natural Computing Algorithms | |
| 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 | |
| Nanhekhan, T. (Thalia) | Sensitivity of Automatic Speech Recognition on Non-Native Speakers Accents | |
| 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 | |
| Pilarek, R. (Roza) | Annealing-Based QUBO Optimization for NLP Hyperparameter Tuning | |
| 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 | |
| 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 | |
| Rezan, V. (Valeria) | Decoupling Exploration and Exploitation in Intrinsic Motivation Methods | |
| Ruijven, L. van (Lee) | The Effect of Different Voices in Robots | |
| Salim, D.K. (Dania Kadah) | How does the DeepSeek-R1 model understand emotions? | |
| Salman, A. (Avan) | Application of Knowledge Transfer in Reinforcement Learning | |
| San Juan Palacios, D. (Daniel) | Embodied LLMs Spatial Perception, Understanding, and Prediction | |
| 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 | |
| Tsoi, D. (Dominic) | ClarinetNet: Enhancing the Transcription of Wind Instruments | |
| Ulusal, F. (Figen) | Semantic Priming: Comparing LLMs, Human Feature Norms and Associative Strength | |
| Veen, J.H. van (Rick) | RL in a Dynamic Environment | |
| Wang, O. (Ocean) | A study of TabPFN as surrogate Model in Bayesian Optimization | |
| Wu, N.C. (Nicholas Chi-Hung) | Multi-Objective Maintenance Optimization | |
