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.



Stein, dr. N. van

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

Courses
YearCourseBSc/MScStaffProgrammesECTSLevelPeriod
2026‑2027Agentic Large Language Models (4343ALLMO)MScDuijn, dr. M.J. van, Meer, dr. M. van der, Plaat, prof.dr. A., Stein, dr. N. vanCS, CrIT6500
2026‑2027Applied Data Science and Explainable AI (4032ADSEAY)BScStein, dr. N. vanInf, I&E, DSAI6300
2026‑2027Business Analytics (4602SBBBA)BScStein, dr. N. vanmAIBI6300
2025‑2026Applied Data Science and Explainable AI (4032ADSEAY)BScStein, dr. N. vanInf, I&E, DSAI6300
2025‑2026Business Analytics (4602SBBBA)BScStein, dr. N. vanmAIBI6300
2025‑2026Seminar Trustworthy Artificial Intelligence (4343SMTAI)MScRijn, dr. J.N. van, Stein, dr. N. vanCS6500
2024‑2025Business Analytics (4602SBBBA)BScStein, dr. N. vanmAIBI6300
2024‑2025Data Science (4032DASC6)BScStein, dr. N. vanInf, I&E, BioInf, DSAI, mDSAI6300
2023‑2024Data Science (4032DASC6)BScStein, dr. N. vanInf, I&E, BioInf, DSAI, mDSAI6300
2023‑2024Master Class (4343MACLAH)MScStein, dr. N. vanCS0600
2022‑2023Data Science (4032DASC6)BScStein, dr. N. vanInf, I&E, BioInf, DSAI, mDSAI6300
2022‑2023Master Class (4343MACLAH)MScStein, dr. N. vanCS0600
2021‑2022Data Science (4032DASC6)BScStein, dr. N. vanInf, BioInf, mDSAI6300
2021‑2022Data Science and Process Modelling (4032DSPM7)BScStein, dr. N. vanI&E7300
2021‑2022Master Class (4343MACLAH)MScStein, dr. N. vanCS0600
Supervised theses

Information below is sourced from the LIACS Thesis Repository.

Year Student Thesis Supervisors Programme
2025‑2026Spek, A.M. van der (Anna Michelle)LLaMEA for Clustering ProblemsStein, dr. N. van, Bäck, prof.dr. T.H.W.DSAI
2025‑2026Mestani, A. (Andrei)Computer Based Generation of Optimal Body StructuresStein, dr. N. van, Bäck, prof.dr. T.H.W.CS
2025‑2026Miltiadous, M. (Myriana)Leveraging Autonomous Train Operation Cameras for Rail Track Monitorin...Stein, dr. N. van, Raponi, dr. E.CS
2025‑2026Simonides, K. (Koen)Prompting Strategies for Mutation and Crossover Operators in LLM Based...Stein, dr. N. van, Kononova, dr. A.V.Inf
2024‑2025Kalnare, M. (Matiss)Adaptation of Mechanistic Interpretability Methods to Time Series Tran...Stein, dr. N. van, S. KitharidisDSAI
2024‑2025Li, X. (Xu)Reinforcement Learning for Training Small LLMs by DistillationPlaat, prof.dr. A., Stein, dr. N. vanDSAI
2024‑2025Wu, N.C. (Nicholas Chi-Hung)Multi-Objective Maintenance OptimizationDr. F. Ye, Stein, dr. N. vanDSAI
2025Long, F.X. (Fu Xing)Optimizing Solvers for Real-World Expensive Black-Box Optimization wit...Bäck, prof.dr. T.H.W., prof.dr. M. Gitterle, Stein, dr. N. vanPhD
2024‑2025Aalst, B. van (Bas)Automatic Nutrient Deficiency Symptom Detection in Vertical FarmingPelt, dr. D.M., Stein, dr. N. vanCS
2024‑2025Chen, X. (Xi)Is Chain-of-Thought Faithfully Reasoning in Large Language Models?Plaat, prof.dr. A., Stein, dr. N. vanCS
2024‑2025Georghiou, C. (Constantinos)Optimising Robotic Warehouse Floorplans with Evolutionary AlgorithmsStein, dr. N. van, Raponi, dr. E.CS
2024‑2025Hermanus, P. (Per)Portfolio Selection in Adaptive Operator Selection for Differential Ev...Kononova, dr. A.V., Stein, dr. N. vanCS
2024‑2025Pourghasem, H. (Hedieh)Generating Natural Language Explanations for Deep Time Series Classifi...Verberne, prof.dr. S., Stein, dr. N. vanCS
2024‑2025Westra, J. (Jelle)Investigating the Interplay of Parameterization and Optimizer in Gradi...Raponi, dr. E., Stein, dr. N. vanCS
2024‑2025Xing, P. (Peiwen)Multi-agent Symbolic Music Composition System Based on Large Language ...Plaat, prof.dr. A., Stein, dr. N. vanCS
2024‑2025Zacharia, K. (Katherina)Optimizing Office Lighting In Terms Of Energy and Uniformity Based on ...Stein, dr. N. van, Kononova, dr. A.V.CS
2024Winter, R. (Roy) deEfficient Constraint Multi-Objective Optimization with Applications in...Bäck, prof.dr. T.H.W., Stein, dr. N. vanPhD
2023‑2024Al-Nassar, S. (Suzan)ACO-NSGAII: A Novel Metaheuristics for Bi-Objective Electric Vehicle R...Stein, dr. N. van, Fan, dr. Y.CS
2023‑2024Bliek, S. van der (Sophie)Assessing the Interpretability of Word-Based Authorship Verification M...Verberne, prof.dr. S., Stein, dr. N. vanCS
2023‑2024Knol, R. (Romme)Sequential Model-Based Optimisation using Symbolic RegressionBäck, prof.dr. T.H.W., Stein, dr. N. vanCS
2023‑2024Kogia, V. (Vasiliki)f-AnoGAN with Transformers and Vector Quantisation for Unsupervised An...Stein, dr. N. van, Kononova, dr. A.V., A. ZeiserCS
2023‑2024Ponse, K. (Koen)The XAI-Economist: Explainable Reinforcement Learning in RL-Assisted P...Moerland, dr. T., Stein, dr. N. vanCS
2023‑2024Schaap, A. (Anthonie)Towards Fairness in Machine Learning: Balancing Racially Imbalanced Da...Stein, dr. N. van, Lew, prof.dr. M.S.K.CS
2023‑2024Shahane, A.A. (Ananta Anil)A Corridor Model Evolutionary Algorithm for Fast Converging Green Vehi...Fan, dr. Y., Stein, dr. N. vanCS
2023‑2024Steffens, B. (Benjamin)Generating Art using Genetic ProgrammingStein, dr. N. van, Kononova, dr. A.V., VermettenCS
2023‑2024Sun, Q. (Qinshan)Application of Multimodal Optimization Metaheuristics to Training of A...Stein, dr. N. van, Kononova, dr. A.V.CS
2023‑2024Voogt, M.A. (Mick)Reducing Evaluation Time for a Multiobjective Energy System Sizing Pro...Bäck, prof.dr. T.H.W., Stein, dr. N. van, T. RodemannCS
2023‑2024Wang, W. (Weiji)Forecasting Stone Loss Percentage on Dutch Highways with Machine Learn...Cao, dr. L., Stein, dr. N. van, G.A. LeegwaterCS
2023‑2024Xia, T. (Tian)Near-term Forecasting for Changes in the Demand for AI Skills in Jobs:...Weeren, drs. N. van, Stein, dr. N. vanCS
2023‑2024Zhang, Y. (Yuchi)The Relationship between Compensation and Work DurationWeeren, drs. N. van, Stein, dr. N. vanCS
2023‑2024Zwart, M. van der (Michael)R2N-Tab: a hybrid model for binary tabular dataLeeuwen, prof.dr. M. van, Stein, dr. N. vanCS
2023‑2024Visser, R. (Ruben)Guidelines for Designing Experiments to Study Human-AI InteractionsZohrehvand, dr. A.H., Stein, dr. N. vanI&E
2022‑2023Chen, WeiA Dual-Technique Approach: Shapelet and TimeGAN for Counterfactual Epl...Stein, dr. N. van, Bäck, prof.dr. T.H.W.CS
2022‑2023Deng, ZheMeal Delivery Routing with Crowd-sourced VehiclesFan, dr. Y., Stein, dr. N. vanCS
2022‑2023Leng, H.Multi-objective Optimization of Takeaway Order Allocation based on NSG...Fan, dr. Y., Stein, dr. N. vanCS
2022‑2023Meurs, Thijs vanAutomating the medical claims coding process; a medical NLP study usin...Stein, dr. N. van, Alex BrandsenCS
2022‑2023Shahane, A.A. (Ananta)A Corridor Model Evolutionary Algorithm for Fast Converging Green Vehi...Dr. Y. Fan, Stein, dr. N. vanCS
2022‑2023Zhang, ZiweiDeep Learning for Visual Query Tasks Based on Spatio-Temporal GraphBaratchi, dr. M., Stein, dr. N. vanCS
2022‑2023Doekes, D. (Derk)AI Legislation in the EU Financial Sector: Challenges and Compliance S...Ramackers, dr. G.J., Stein, dr. N. vanI&E
2022‑2023Halsema, M.S. (Martijn)Demystifying the Raven Roost MetaheuristicStein, dr. N. van, D. VermettenInf
2022Jesus de Araujo Rios, T. (Thiago) deLearning-based Representations of High-dimensional CAE Models for Auto...Bäck, prof.dr. T.H.W., prof.dr. B. Sendhoff, Stein, dr. N. vanPhD
2021‑2022Bhat, A.Feature Extraction using Deep Learning for Breast Cancer Histopatholog...Stein, dr. N. van, Ebrahim HazratiCS
2021‑2022Luo, Y.Application of deep learning in lead optimization for improving activi...Stein, dr. N. van, Dr. Gerard J.P. van WestenCS
2021‑2022Rooij, L. vanExplainable AI for ship design analysis with AIS and static ship dataStein, dr. N. van, Kononova, dr. A.V.CS
2021‑2022Nouweland, L. (Luuk) van denAutomating the Process of Defining the Aesthetic Quality of an Image i...Stein, dr. N. van, Kononova, dr. A.V., D. VermettenInf
2020‑2021Aldabergenov, OlzhasBroad Language Support for Automatic Translation Insight Extractors of...Stein, dr. N. van, Verberne, prof.dr. S.CS
2020‑2021Hanse, GideonEfficiently solving Expensive Multi-Objective Black-Box Optimization P...Bäck, prof.dr. T.H.W., Stein, dr. N. vanCS
2020‑2021Piaskowski, BartoszBenchmarking for Efficient Global Optimization Algorithms on Mixed-Int...Stein, dr. N. van, Kononova, dr. A.V.CS
2020‑2021Ponse, K.Automated Rotational and Localised Symmetry Detection from Global Refl...Stein, dr. N. van, Kononova, dr. A.V.I&E
2019‑2020Bastiaan, AlbanAn Exploration of Multiple Unsupervised Algorithms in a Financial Audi...Kowalczyk, dr. W.J., Stein, dr. N. vanCS
2019‑2020Santiago Rojo, Juan deExhaust Gas Temperature modeling, a symbolic regression approachBäck, prof.dr. T.H.W., Stein, dr. N. vanCS
2019‑2020Schmidt, ZacharyEsports Match Result Prediction for a Decision Support System in Count...Bäck, prof.dr. T.H.W., Stein, dr. N. vanCS
2019‑2020Wu, JichenEvolutionary Isolation Forest for Interactive Anomaly DetectionKowalczyk, dr. W.J., Stein, dr. N. vanCS
2018‑2019Guo, XinA New Approach Towards the Combined Algorithm Selection and Hyper-para...Stein, dr. N. van, Bäck, prof.dr. T.H.W.CS
2018‑2019Hader, MounirBayesian Optimization for Automatic Configuration of Convolutional Neu...Stein, dr. N. van, Verberne, prof.dr. S.CS
2018‑2019Lamers, ChristiaanSkippy: Automated configuration of CNNs with skip connectionsStein, dr. N. van, Bäck, prof.dr. T.H.W.CS
2018‑2019Özer, MuhammetPrediction of overtopping volume of waves approaching a crest using a ...Kowalczyk, dr. W.J., Stein, dr. N. vanCS
2017‑2018Ronde, S.J.P.M. (Sander)Detecting Anomalies with Recurrent Neural NetworksKowalczyk, dr. W.J., Stein, dr. N. vanInf
2016‑2017Martens, J.R.M. (Joost)ETA: A Modular Approach to Analyzing Time Series DataStein, dr. N. van, Kowalczyk, dr. W.J.Inf
2016‑2017Riet, J.C.A. (Jasper) vanAnomaly Detection with Deep Belief NetworksKowalczyk, dr. W.J., Stein, dr. N. vanInf
2015‑2016Duba, D. (Dico)Retting PIPE: Extending the Petri Net tool PIPE 5Kleijn, prof.dr. H.C.M., Stein, dr. N. vanInf
2015‑2016Visser, T. (Timothy)Workforce Survey Data Analysis: Potentials and PitfallsStein, dr. N. van, Plaat, prof.dr. A.Inf

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