LIACS

Education @LIACS

Leiden University


These webpages contain information on the various educational programmes and courses offered at or by the Leiden Institute of Advanced Computer Science (LIACS), the computer science and artificial intelligence department of Leiden University.



Rijn, dr. J.N. van

This page is for internal use at LIACS only. The information below may be incomplete.

Courses
YearCourseBSc/MScStaffProgrammesECTSLevelPeriod
2026‑2027Algorithms and Data Structures (4031ALDSXY)BScKalavainen, K., Rijn, dr. J.N. vanI&E, DSAI6200
2026‑2027Automated Machine Learning (4343AUTMX)MScRijn, dr. J.N. vanCS6500
2025‑2026Algorithms and Data Structures (4031ALDSXY)BScKalavainen, K., Rijn, dr. J.N. vanI&E, DSAI6200
2025‑2026Automated Machine Learning (4343AUTMX)MScRijn, dr. J.N. vanCS6500
2025‑2026Seminar Trustworthy Artificial Intelligence (4343SMTAI)MScRijn, dr. J.N. van, Stein, dr. N. vanCS6500
2024‑2025Algorithms and Data Structures (4031ALGDS)BScKalavainen, K., Rijn, dr. J.N. vanI&E, DSAI6200
2024‑2025Automated Machine Learning (4343AUTMX)MScRijn, dr. J.N. vanCS6500
2024‑2025Seminar Trustworthy Artificial Intelligence (4343SMTAI)MScRijn, dr. J.N. vanCS6500
2023‑2024Algorithms and Data Structures (4031ALGDS)BScKalavainen, K., Rijn, dr. J.N. vanI&E, DSAI6200
2023‑2024Automated Machine Learning (4343AUTMXY)MScRijn, dr. J.N. vanCS6500
2023‑2024Seminar Trustworthy Artificial Intelligence (4343SMTAIY)MScRijn, dr. J.N. vanCS6500
2022‑2023Algorithms and Data Structures (4031ALGDS)BScEdixhoven, dr. L.J., Rijn, dr. J.N. vanI&E, BioInf, DSAI6200
2022‑2023Automated Machine Learning (4343AUTMXY)MScRijn, dr. J.N. vanCS6500
2021‑2022Algorithms and Data Structures (4031ALGDS)BScRijn, dr. J.N. vanI&E, BioInf6200
2021‑2022Automated Machine Learning (4343AUTMXY)MScRijn, dr. J.N. vanCS6500
Supervised theses

Information below is sourced from the LIACS Thesis Repository.

Year Student Thesis Supervisors Programme
2025‑2026Hamza, K. (Khayri)Comparing Traditional and Deep Learning-Based Meta-Features for Algori...Rijn, dr. J.N. van, dr. E. AlcobaçaDSAI
2025‑2026Richtr, J. (Jan)Investigating the Transferability of Reinforcement Learning-Based Hype...Rijn, dr. J.N. van, Plaat, prof.dr. A.DSAI
2025‑2026Wünsch, D. (David)Transfer Learning of Robustness for Image Classification Neural Networ...Rijn, dr. J.N. van, A.W. BosmanDSAI
2025‑2026Eerden, B. van (Bram)AutoML for Hydraulic Head Forecasting in Dikes: A Selective Pooling an...Baratchi, dr. M., Rijn, dr. J.N. vanCS
2025‑2026Kroonenburg, R. (Ramiro)LLMs at your Service: Intent-Guided Fine-Tuning of Large Language Mode...Rijn, dr. J.N. van, dr. P EustratiadisCS
2025‑2026Li, Y. (Yue)Exploring Algorithmic Bias Through Games: A Case Study on Interactive ...Rijn, dr. J.N. van, Barbero, dr. G.CS
2025‑2026Rojas, P. (Pablo)Unsupervised Adversarial Attack Detection via Student-Teacher-Based An...Rijn, dr. J.N. van, Hoos, prof.dr. H.H.CS
2025‑2026Neves Brito, R. das (Rivaldo)Building an Experimental Learning Curve Database From Many Configurati...Rijn, dr. J.N. van, F. MohrInf
2025Köning, H.M.T. (Matthias)Automated Machine Learning for Neural Network VerificationHoos, prof.dr. H.H., Rijn, dr. J.N. vanPhD
2024‑2025Meyer, T. (Tomke)Applying Counterfactual Explanations and Multivariate Forecasting to M...Rijn, dr. J.N. van, prof.dr. P. PapapetrouCS
2024‑2025Wijne, L. (Louka)Predicting Illegal Ship Breaking Via Fairness-aware Classifier Optimis...Dr. A.P. Pereira Barata, Rijn, dr. J.N. vanCS
2024‑2025Yi, X. (Xiaolu)How Do Science Comics Convey Scientific Information? A Case Study on t...Rijn, dr. J.N. van, Dr. P. BiecekCS
2024‑2025Claassen, R. (Robbie)Hyperparameter Optimization of Pixel-based Diffusion Models with AutoM...Rijn, dr. J.N. van, I. GomesInf
2024‑2025Cotino, T.C. (Tristan)Investigating the Effectiveness of Complementary NNENUM Portfolios for...Rijn, dr. J.N. van, A.W. BosmanInf
2024‑2025Jong, D. de (Daan)Monte Carlo Tree Search with Contextual Banditsdr. D. van der Hoeven, Rijn, dr. J.N. vanInf
2024Huisman, M. (Mike)Understanding Deep Meta-LearningPlaat, prof.dr. A., Rijn, dr. J.N. vanPhD
2023‑2024Jong, L. de (Lucas)Leveraging Uncertainty for Improved Model Performance: Optimizing Gene...I. Gomes, Rijn, dr. J.N. van, C. SoaresCS
2023‑2024Kareem, J. (Jasmin)Per-instance Algorithm Selection for MIP-based Neural Network Verifica...H.M.T. König MSc, Rijn, dr. J.N. van, Hoos, prof.dr. H.H.CS
2023‑2024Kok, G. (Gareth)Systematic Comparison of Few-Shot Learners in Remote Sensing Image Rec...Baratchi, dr. M., Rijn, dr. J.N. vanCS
2023‑2024Laanen, R. (Rodi)Concept Drift Detection Using the Distance to the Decision BoundaryBosman, Rijn, dr. J.N. van, dr. B.M. VelosoCS
2023‑2024Nieuwenhuijzen, M. van den (Matt) Selecting Pre-trained Models for Transfer Learning with Data-centric M...Rijn, dr. J.N. van, Dr. H. Gouk, Dr. C. DoerrCS
2023‑2024Paraskeva, A. (Andreas)Resource-constrained Neural Architecture Search on DistilBERT for the ...Rijn, dr. J.N. van, J.P. Correia dos Reis, Verberne, prof.dr. S.CS
2023‑2024Schröder, S. (Sietse)Overfitting in Combined Algorithm Selection and Hyperparameter Optimiz...Rijn, dr. J.N. van, Baratchi, dr. M.CS
2023‑2024Spek, C. (Corné)Auto-Verify: A framework for portfolio-based neural network verificati... H.M.T. König MSc, Rijn, dr. J.N. van, Hoos, prof.dr. H.H.CS
2023‑2024Adwan, A. (Amr)Impact of Hyperparameters on Model Performance in Split LearningRijn, dr. J.N. van, Gadyatskaya, dr. O., Meulen, dr. A.N. van derInf
2023‑2024Bakker, M. (Michaël)Creating Agents for the Card Game RikkenNieuwenburg, dr. E.P.L. van, Rijn, dr. J.N. vanInf
2023‑2024Collenburg, S. van (Sven)Automated Machine Learning for Sea Ice Concentration ChartingRijn, dr. J.N. van, Hoos, prof.dr. H.H., A. StokholmInf
2023‑2024Staal, R. (Robin)Decoding the Code-breaking Game of SymbleVliet, dr. R. van, Rijn, dr. J.N. vanInf
2022‑2023Aaldering, B. (Bart)The Performance of Information Set Monte Carlo Tree Search in the Game...Rijn, dr. J.N. van, Koning, Broekens, dr.ir. D.J.DSAI
2022‑2023Braam, I. (Isaac)BlockStep, An A* Algorithm toward Minecraft Optimal World Traversal fo...Vliet, dr. R. van, Rijn, dr. J.N. vanDSAI
2022‑2023Ding, Bosongunderstanding MAML Through Its Loss LandscapeRijn, dr. J.N. van, Plaat, prof.dr. A., Mike HuismanCS
2022‑2023Linden, Nick van derRumour Detection for Dutch TwitterPutten, dr. P.W.H. van der, Rijn, dr. J.N. vanCS
2022‑2023Mone, AntonioWeight Agnostic Neural Networks on Atari GamesBram M. Renting, Rijn, dr. J.N. van, Bäck, prof.dr. T.H.W.CS
2022‑2023Simons, ThijsThe Training of Neural Networks that can Train Neural NetworksRijn, dr. J.N. van, Moerland, dr. T.CS
2022‑2023Toussaint, G.Content-agnostic cascade-wise ranking of Fake News on Online Social Me...Rijn, dr. J.N. van, Hoos, prof.dr. H.H., Takes, prof.dr. F.W.CS
2022‑2023Boone, M. (Max)Euridice (Extensible Data Cleansing Framework) Intuitive data quality ...Ramackers, dr. G.J., Rijn, dr. J.N. vanI&E
2022‑2023Mast, T. de (Teun)Lowering the Resolution of Damage Data in a Model that Predicts Rainwa...Rijn, dr. J.N. van, Baratchi, dr. M., T. BeenenI&E
2022‑2023Molling, P. (Pi)Using Machine Learning Techniques to Predict Rainwater Damage Instance...Rijn, dr. J.N. van, T. BeenenI&E
2022‑2023Feijen, R. (Romke)Counting Winning Hands in RummikubRijn, dr. J.N. van, Vis, dr. J.K.Inf
2022‑2023Klaassen, H.J.R. (Rutger)Using sentiment analysis on tweets for predicting cryptocurrency price...Rijn, dr. J.N. van, Y.J. PatelInf
2021‑2022Schut, Fabian Arbitrage in Electricity Markets using AI and Photo-Voltaic Battery En...Heijstek, dr. W., Rijn, dr. J.N. vanIiB&PS
2021‑2022Casara, M.Simulation study of Uncertainty Quantification on classification tasks...Stefan Franssen, Rijn, dr. J.N. vanCS
2021‑2022Domela Nieuwenhuis Nyegaard, D.A Genetic Algorithm Parameter Control Method using Deep Reinforcement ...Rijn, dr. J.N. van, Plaat, prof.dr. A.CS
2021‑2022Moradi, A.Federated Learning: literature review and hyperparameter importance.Rijn, dr. J.N. van, Gadyatskaya, dr. O.CS
2021‑2022Schlender, T.The Bigger Fish A comparison of state-of-the-art QSAR models on low re...Rijn, dr. J.N. van, Hoos, prof.dr. H.H.CS
2021‑2022Snelleman, T.Coronary Artery Extraction using Geometrical Deep Learning on Medical ...Rijn, dr. J.N. van, Hoos, prof.dr. H.H.CS
2021‑2022Vink, T.Classification of bank transactions into multi-class, nonuniformly dis...Putten, dr. P.W.H. van der, Rijn, dr. J.N. vanCS
2021‑2022Venemans, W.R.D. (Willem)Classifying Protein Topology Matrices Using AIRijn, dr. J.N. van, dr. A. Mashaghi TabariBioInf
2021‑2022Boone, M.Euridice (Extensible Data Cleansing Framework) Intuitive data quality ...Ramackers, dr. G.J., Rijn, dr. J.N. vanI&E
2021‑2022Hordijk, L. How to create an agent for the game of Klaverjas using Random ForestsRijn, dr. J.N. van, Vis, dr. J.K., P. Koning I&E
2021‑2022Vennema, M. A Machine Learning and XAI approach for creating personalized retentio...Ramackers, dr. G.J., Rijn, dr. J.N. van, W. van HamI&E
2020‑2021Dong, SiyuanLearning Transferable Architectures for Image DenoisingRijn, dr. J.N. van, Hoos, prof.dr. H.H.CS
2020‑2021Huisman, MikeRevisiting Learned Optimizers in Few-Shot SettingsRijn, dr. J.N. van, Plaat, prof.dr. A.CS
2020‑2021König, OliverFew-shot transformersRijn, dr. J.N. van, Bäck, prof.dr. T.H.W.CS
2020‑2021Palacios Salinas, NellyAutomated Machine Learning for Satellite Data: Integrating remote sens...Baratchi, dr. M., Rijn, dr. J.N. vanCS
2020‑2021Bavelaar, C.Using machine learning to predict rainwater damage in urban areasRijn, dr. J.N. van, Baratchi, dr. M.I&E
2019‑2020König, M.Cascaded Fine-Tuning of Deep Convolutional Neural Networks for Age Est...Hoos, prof.dr. H.H., Rijn, dr. J.N. vanCrIT
2019‑2020Ma, S.Eating Sound Dataset for 20 Food Types And Sound Classification Using ...Rijn, dr. J.N. van, Gómez Maureira, dr. M.A.CrIT
2019‑2020Zandvliet, JosAdapting IC3 for Combinatorial Two-Player GamesLaarman, dr. A.W., Rijn, dr. J.N. vanCS
2019‑2020Avoird, S. (Stan) van derPrediction and Technical Analysis of the Bitcoin Crypto Currency Using...Rijn, dr. J.N. van, Hoos, prof.dr. H.H.Inf
2019‑2020Meijhuis, M.J. (Mark)Using Machine Learning to Predict Price Trends in Foreign Exchange Rat...Rijn, dr. J.N. van, Hoos, prof.dr. H.H.Inf
2019‑2020Snelleman, T. (Thijs)Strategic Gambling in DiminishingBridgeKosters, dr. W.A., Rijn, dr. J.N. vanInf
2019‑2020Wink, T. (Thomas)OpenML-Connect: A C++ Connection Library for OpenMLRijn, dr. J.N. van, Kosters, dr. W.A.Inf
2019‑2020Zwetsloot, M. (Marnix)Predicting the Outcome of the Card Game KlaverjasRijn, dr. J.N. van, Takes, prof.dr. F.W., Vis, dr. J.K.Inf
2018‑2019Schut, F.G.B.Machine Learning and Technical Analysis for Foreign Exchange Data with...Rijn, dr. J.N. van, Hoos, prof.dr. H.H.I&E
2018‑2019Graaf, S. (Sylvester) deCracking the Mastermind CodeVliet, dr. R. van, Rijn, dr. J.N. vanInf
2018‑2019Kannangara, A.R. (Aaron)Comparing Strategic Agents for DominanceKosters, dr. W.A., Rijn, dr. J.N. vanInf
2015‑2016Post, M. (Martijn)Mythbusting Data Mining Urban Legends through Large Scale Experimentat...Putten, dr. P.W.H. van der, Rijn, dr. J.N. vanInf
2014‑2015Bos, R. (Ralph)Compact Decision Trees for Dou Shou Qi TablebasesKosters, dr. W.A., Vis, dr. J.K., Rijn, dr. J.N. vanInf
2013‑2014Boven, B. (Bas) vanSolving Jungle CheckersKosters, dr. W.A., Vis, dr. J.K., Rijn, dr. J.N. vanInf

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