Leiden University

LIACS Thesis Repository

Leiden University

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: the overview per supervisor is likely partially incomplete.


Year Student ThesisSupervisorsProgrammeContent
2025‑2026Witvliet, O. (Olav)Language and Deal Characteristics in Mergers and Acquisitions: A Subgr...Knobbe, dr. A.J., Leeuwen van, prof.dr. M.I&E
2025‑2026Kraijenoord, M. (Marit)Learning From Lifeguard Katwijk’s Incident Reports: Finding Patterns...Leeuwen van, prof.dr. M., Bariatti, dr. F.Inf
2024‑2025Gagua, M. (Mariam)Modeling Vegetation Health from Climate Drivers: Residual-Based Detect...Leeuwen van, prof.dr. M., Dr. L. YangDSAI
2025Li, Z. (Zhong)Trustworthy Anomaly Detection for Smart ManufacturingLeeuwen van, prof.dr. M., Bäck, prof.dr. T.H.W.PhD
2024‑2025Caruana, A. (Andrew)Automatic Detection of Differences and Similarities in Natural Languag...Bariatti, dr. F., Leeuwen van, prof.dr. M.CS
2024‑2025Hoteit, M. (Mohamad)Decoding 3D Upper Limb Motion Using EEG and Motion Capture: A Deep Lea...Dijk , ir. M.K. van, Leeuwen van, prof.dr. M., Verhoef, dr. T.CS
2024‑2025Kądziołka, K. (Kacper)Causal Reasoning in Pieces: Modular In-Context Discovery with Large La...Salehkaleybar, dr. S., Leeuwen van, prof.dr. M.CS
2024‑2025Numan, S.A. (Syed Ahmed)Causal Effect Identification via Multi-Step PromptingSalehkaleybar, dr. S., Leeuwen van, prof.dr. M.CS
2024‑2025Opdam, T. (Tim)A Multiple Testing Correction Based Approach for Encoding Human Genera...L. Yang MSc, Leeuwen van, prof.dr. M.CS
2024‑2025Peeters, L. (Levi)Truly Unordered Rule Sets for Interpretable Risk Estimation in the Ret...Bariatti, dr. F., Leeuwen van, prof.dr. M.CS
2024‑2025Keulen, L. van (Luca)Exploring the Rashomon Set Using Rule ListsBariatti, dr. F., Leeuwen van, prof.dr. M.I&E
2024‑2025Smedeman, R. (Ronan)Anomaly Detection on Pollutant Levels in European Air QualityLeeuwen van, prof.dr. M., Li, Z.Inf
2023‑2024Martens, I. (Ivar)Evaluation methods and model performance for imbalance price forecasti...Bariatti, dr. F., Leeuwen van, prof.dr. M.DSAI
2024Vinkenoog, M. (Marieke)Data-Driven Donation Strategies, Understanding and Predicting Blood Do...Leeuwen van, prof.dr. M., Janssen, HurkPhD
2024Yang, L. (Lincen)Information-Theoretic Partition-Based Models for Interpretable Machine...Leeuwen van, prof.dr. M., Plaat, prof.dr. A.PhD
2023‑2024Vos, T. (Timo)A Data-Centric Approach to Log Anomaly Detection - CONFIDENTIALLeeuwen van, prof.dr. M., Hilbert, dr. M., Li, Z.CS
2023‑2024Wang, Y. (Yuhang)Labels Are Not All You Need: Evaluating Unsupervised Node Embedding Qu...Leeuwen van, prof.dr. M., S. YuCS
2023‑2024Zwart, M. van der (Michael)R2N-Tab: a hybrid model for binary tabular dataLeeuwen van, prof.dr. M., Stein van, dr. N.CS
2023‑2024Smulders, S. (Samuel)Automated Feature Selection for Unsupervised Anomaly Detection with In...Leeuwen van, prof.dr. M., Li, Z.Inf
2022‑2023Özdemir, B. (Burak)Improving Migraine Diagnosis by using Binary and Multi-Class Classific...Leeuwen van, prof.dr. M., I. PapagianniDSAI
2022‑2023Hajiaghapour, Kamand A Deeper Dive into the Relations Between Physical Activity and Cardiov...Leeuwen van, prof.dr. M., BontenCS
2022‑2023Meulen, Frederick van derAugmenting existing activity recognition classifiers for inactivity de...Leeuwen van, prof.dr. M., Knobbe, dr. A.J.CS
2022‑2023Mor-Puigventós, PolHuman-guided Rule List Learning for Length of Stay ClassificationLeeuwen van, prof.dr. M., Bariatti, dr. F.CS
2022‑2023Zhu, YuxuanData-driven Nozzle Failures Detection and Classification - CONFIDENTIA...Leeuwen van, prof.dr. M., Dr. Arend Van BuulCS
2021‑2022Liu, C.Pattern Mining Enabled Scanner Event-based Quantitative Analysis of Li...Leeuwen van, prof.dr. M., Kowalczyk, dr. W.J.CS
2021‑2022Burghouwt, N. Spatial Subgroup DiscoveryLeeuwen van, prof.dr. M., I. PapagianniI&E
2021‑2022Manintveld, E. Finding points of interest using GPS dataLeeuwen van, prof.dr. M., D. GawehnsI&E
2021‑2022Opdam, T. (Tim)Numeric Subgroup Discovery by MDL-Optimal HistogramsLeeuwen van, prof.dr. M., L. YangInf
2021Proenca, H.M. (Hugo)Robust Rules for Prediction and DescriptionBäck, prof.dr. T.H.W., Leeuwen van, prof.dr. M.PhD
2020‑2021Abukari, MarcusClassifying general practitioner notes using support vector machines a...Verberne, prof.dr. S., Leeuwen van, prof.dr. M.CS
2020‑2021Kulkarni, AtishGraph pattern mining for blockchain networksYocarini, dr. I.E., Leeuwen van, prof.dr. M.CS
2020‑2021Kubatz, L.Involving the crowd in Requirements EngineeringOfferman, T., Leeuwen van, prof.dr. M., Laarman, dr. A.W.I&E
2020‑2021Schamhart, M.Weather as a Trigger for Migraines: Predictive Modelling on Migraine E...Leeuwen van, prof.dr. M., H.A.J. Spaink, Vinkenoog, dr. M.I&E
2020‑2021Remmerswaal, F. (Floyd)Can a human-computer hybrid outperform the LTM tiling algorithm?Leeuwen van, prof.dr. M., L. YangInf
2020‑2021Vrins, M. (Michiel)Querying Frequent Itemsets in the BrowserLeeuwen van, prof.dr. M., Knobbe, dr. A.J.Inf
2019‑2020Louwe, AnneloesUtilizing unstructured information from Electronic Medical Records for...Verberne, prof.dr. S., Leeuwen van, prof.dr. M., H.J.A. van OsCS
2019‑2020Etoeharnowo, TeddyA Random Forest Approach for Dealing with Missingness: a Case Study in...Leeuwen van, prof.dr. M., Verberne, prof.dr. S., Mr. H.J.A. van OsCS
2019‑2020Holtes, J.Using datamining for predicting traffic jams on Dutch highwaysBaratchi, dr. M., Leeuwen van, prof.dr. M.I&E
2019‑2020Spierings, L.Classifying Strength Exercises Performed by Wheelchair Users Using Acc...Yocarini, dr. I.E., Leeuwen van, prof.dr. M.I&E
2019‑2020Weterings, T.The Acceptance of Robotic Process Automation Software Explained by the...Offerman, T., Leeuwen van, prof.dr. M.I&E
2019‑2020Sijpesteijn, B.K.Accessibility of Subgroup Discovery on Housing Data Through Bar Visual...Leeuwen van, prof.dr. M., dr. Hugo ProencaI&E
2018‑2019Engelen, Jesper vanSemi-supervised Ensemble LearningHoos, prof.dr. H.H., Leeuwen van, prof.dr. M.CS
2018‑2019Meeuwsen, JuliëtteStimulating the Adoption of A/B Testing in a Large‐Scale Agile Envir...Leeuwen van, prof.dr. M., Li, dr. X.CS
2018‑2019Paul, V. (Valerie)Predicting the Discharge Date of Patients using Classification Techniq...Leeuwen van, prof.dr. M., B. Wesselo BioInf
2018‑2019Holtes, J. Using datamining for predicting traffic jams on Dutch highways Baratchi, dr. M., Leeuwen van, prof.dr. M.I&E
2018‑2019Brochard, M. Analysing Time Series Data of Children Speaking in Public to Learn Mor...Leeuwen van, prof.dr. M., H.M. ProençaI&E
2017‑2018Klijn, RubenComparing Ways of Finding Patterns in Flight DelaysLeeuwen van, prof.dr. M., H.M. ProençaI&E
2017‑2018Putten, Stephan. van derTopic Modelling and Clustering for Error Recognition in System LogsLeeuwen van, prof.dr. M., M. KolkmanI&E
2017‑2018Paul, V (Valerie)Predicting the Discharge Date of Patients using Classification Techniq...Leeuwen van, prof.dr. M., B. WesseloInf
2016‑2017Oost, K. (Kevin)Analysing Data to Predict Processing Times of Vessels and Barges in Li...Leeuwen van, prof.dr. M.Inf
2016‑2017Zaeem, S.A.F. (Sinan)Diverse Subgroup Discovery for Big DataLeeuwen van, prof.dr. M., M. MeengInf