LIACS Thesis Repository
These webpages contain theses and reports by students affiliated with the various bachelor and master programmes offered at the Leiden Institute of Advanced Computer Science
(LIACS),
the computer science and artificial intelligence department of Leiden University.
Note: this thesis repository might be incomplete for certain programmes and years.
Students supervised by Rijn, dr. J.N. (Jan) van
Note: the overview per supervisor is likely partially incomplete.
| Program | Year | Role | Student | Thesis | Content |
|---|---|---|---|---|---|
| Master Computer Science | 2025 | second supervisor | Wijne. L. (Louka) | Predicting illegal ship breaking via fairness-aware classifier optimis... | |
| PhD Computer Science | 2024 | second supervisor | Huisman, M. (Mike) | Understanding Deep Meta-Learning | |
| Master Computer Science | 2024 | second supervisor | Jong, L. de (Lucas) | Leveraging Uncertainty for Improved Model Performance: Optimizing Gene... | |
| Master Computer Science | 2024 | second supervisor | Kareem, J. (Jasmin) | Per-instance Algorithm Selection for MIP-based Neural Network Verifica... | |
| Master Computer Science | 2024 | second supervisor | Kok, G. (Gareth) | Systematic Comparison of Few-Shot Learners in Remote Sensing Image Rec... | |
| Master Computer Science | 2024 | second supervisor | Laanen, R. (Rodi) | Concept Drift Detection Using the Distance to the Decision Boundary | |
| Master Computer Science | 2024 | second supervisor | Spek, C. (Corné) | Auto-Verify: A framework for portfolio-based neural network verificati... | |
| Master Computer Science | 2024 | first supervisor | Nieuwenhuijzen, M. van den (Matt) | Selecting Pre-trained Models for Transfer Learning with Data-centric M... | |
| Master Computer Science | 2024 | first supervisor | Paraskeva, A. (Andreas) | Resource-constrained Neural Architecture Search on DistilBERT for the ... | |
| Master Computer Science | 2024 | first supervisor | Schröder, S. (Sietse) | Overfitting in Combined Algorithm Selection and Hyperparameter Optimiz... | |
| Bachelor Informatica | 2024 | second supervisor | Bakker, M. (Michaël) | Creating Agents for the Card Game Rikken | |
| Bachelor Informatica | 2024 | second supervisor | Staal, R. (Robin) | Decoding the Code-breaking Game of Symble | |
| Bachelor Informatica | 2024 | first supervisor | Adwan, A. (Amr) | Impact of Hyperparameters on Model Performance in Split Learning | |
| Bachelor Informatica | 2024 | first supervisor | Collenburg, S. van (Sven) | Automated Machine Learning for Sea Ice Concentration Charting | |
| Bachelor Data Science an... | 2023 | second supervisor | Braam, I. (Isaac) | BlockStep, An A* Algorithm toward Minecraft Optimal World Traversal fo... | |
| Bachelor Data Science an... | 2023 | first supervisor | Aaldering, B. (Bart) | The Performance of Information Set Monte Carlo Tree Search in the Game... | |
| Master Computer Science | 2023 | second supervisor | Linden, Nick van der | Rumour Detection for Dutch Twitter | |
| Master Computer Science | 2023 | second supervisor | Mone, Antonio | Weight Agnostic Neural Networks on Atari Games | |
| Master Computer Science | 2023 | first supervisor | Ding, Bosong | understanding MAML Through Its Loss Landscape | |
| Master Computer Science | 2023 | first supervisor | Simons, Thijs | The Training of Neural Networks that can Train Neural Networks | |
| Master Computer Science | 2023 | first supervisor | Toussaint, G. | Content-agnostic cascade-wise ranking of Fake News on Online Social Me... | |
| Bachelor Informatica & E... | 2023 | second supervisor | Boone, M. (Max) | Euridice (Extensible Data Cleansing Framework) Intuitive data quality ... | |
| Bachelor Informatica & E... | 2023 | first supervisor | Mast, T. de (Teun) | Lowering the Resolution of Damage Data in a Model that Predicts Rainwa... | |
| Bachelor Informatica & E... | 2023 | first supervisor | Molling, P. (Pi) | Using Machine Learning Techniques to Predict Rainwater Damage Instance... | |
| Bachelor Informatica | 2023 | first supervisor | Feijen, R. (Romke) | Counting Winning Hands in Rummikub | |
| Bachelor Informatica | 2023 | first supervisor | Klaassen, H.J.R. (Rutger) | Using sentiment analysis on tweets for predicting cryptocurrency price... | |
| Master ICT in Business a... | 2022 | second supervisor | Schut, Fabian | Arbitrage in Electricity Markets using AI and Photo-Voltaic Battery En... | |
| Master Computer Science | 2022 | second supervisor | Casara, M. | Simulation study of Uncertainty Quantification on classification tasks... | |
| Master Computer Science | 2022 | second supervisor | Vink, T. | Classification of bank transactions into multi-class, nonuniformly dis... | |
| Master Computer Science | 2022 | first supervisor | Domela Nieuwenhuis Nyegaard, D. | A Genetic Algorithm Parameter Control Method using Deep Reinforcement ... | |
| Master Computer Science | 2022 | first supervisor | Moradi, A. | Federated Learning: literature review and hyperparameter importance. | |
| Master Computer Science | 2022 | first supervisor | Schlender, T. | The Bigger Fish A comparison of state-of-the-art QSAR models on low re... | |
| Master Computer Science | 2022 | first supervisor | Snelleman, T. | Coronary Artery Extraction using Geometrical Deep Learning on Medical ... | |
| Bachelor Bioinformatica | 2022 | first supervisor | Venemans, W.R.D. (Willem) | Classifying Protein Topology Matrices Using AI | |
| Bachelor Informatica & E... | 2022 | second supervisor | Boone, M. | Euridice (Extensible Data Cleansing Framework) Intuitive data quality ... | |
| Bachelor Informatica & E... | 2022 | second supervisor | Vennema, M. | A Machine Learning and XAI approach for creating personalized retentio... | |
| Bachelor Informatica & E... | 2022 | first supervisor | Hordijk, L. | How to create an agent for the game of Klaverjas using Random Forests | |
| Master Computer Science | 2021 | second supervisor | Palacios Salinas, Nelly | Automated Machine Learning for Satellite Data: Integrating remote sens... | |
| Master Computer Science | 2021 | first supervisor | Dong, Siyuan | Learning Transferable Architectures for Image Denoising | |
| Master Computer Science | 2021 | first supervisor | Huisman, Mike | Revisiting Learned Optimizers in Few-Shot Settings | |
| Master Computer Science | 2021 | first supervisor | König, Oliver | Few-shot transformers | |
| Bachelor Informatica & E... | 2021 | first supervisor | Bavelaar, C. | Using machine learning to predict rainwater damage in urban areas | |
| Master Media Technology | 2020 | second supervisor | König, M. | Cascaded Fine-Tuning of Deep Convolutional Neural Networks for Age Est... | |
| Master Media Technology | 2020 | first supervisor | Ma, S. | Eating Sound Dataset for 20 Food Types And Sound Classification Using ... | |
| Master Computer Science | 2020 | second supervisor | Zandvliet, Jos | Adapting IC3 for Combinatorial Two-Player Games | |
| Bachelor Informatica | 2020 | second supervisor | Snelleman, T. (Thijs) | Strategic Gambling in DiminishingBridge | |
| Bachelor Informatica | 2020 | first supervisor | Avoird, S. (Stan) van der | Prediction and Technical Analysis of the Bitcoin Crypto Currency Using... | |
| Bachelor Informatica | 2020 | first supervisor | Meijhuis, M.J. (Mark) | Using Machine Learning to Predict Price Trends in Foreign Exchange Rat... | |
| Bachelor Informatica | 2020 | first supervisor | Wink, T. (Thomas) | OpenML-Connect: A C++ Connection Library for OpenML | |
| Bachelor Informatica | 2020 | first supervisor | Zwetsloot, M. (Marnix) | Predicting the Outcome of the Card Game Klaverjas | |
| Bachelor Informatica & E... | 2019 | first supervisor | Schut, F.G.B. | Machine Learning and Technical Analysis for Foreign Exchange Data with... | |
| Bachelor Informatica | 2019 | second supervisor | Graaf, S. (Sylvester) de | Cracking the Mastermind Code | |
| Bachelor Informatica | 2019 | second supervisor | Kannangara, A.R. (Aaron) | Comparing Strategic Agents for Dominance | |
| Bachelor Informatica | 2016 | second supervisor | Post, M. (Martijn) | Mythbusting Data Mining Urban Legends through Large Scale Experimentat... | |
| Bachelor Informatica | 2015 | third supervisor | Bos, R. (Ralph) | Compact Decision Trees for Dou Shou Qi Tablebases | |
| Bachelor Informatica | 2014 | third supervisor | Boven, B. (Bas) van | Solving Jungle Checkers |