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
2023‑2024Groot, J. de (Jurren)RNADock: A Geometric Deep Learning System for RNA-Ligand Docking - CON...Andrius Bernatavicius, Kowalczyk, dr. W.J.CS
2023Kong, J. (Jiawen)Learning Class-Imbalanced Problems from the Perspective of Data Intrin...Bäck, prof.dr. T.H.W., Prof. Dr. B. Sendhoff, Kowalczyk, dr. W.J.PhD
2021‑2022Liu, C.Pattern Mining Enabled Scanner Event-based Quantitative Analysis of Li...Leeuwen van, prof.dr. M., Kowalczyk, dr. W.J.CS
2020‑2021Liang, YanAutomated Machine Learning of Customer-Specific Gaussian Mixture Model...Visser, prof.dr.ir. J.M.W., Kowalczyk, dr. W.J.CS
2020‑2021Liang, YanAutomated Machine Learning of Customer-Specific Gaussian Mixture Model...Visser, prof.dr.ir. J.M.W., Kowalczyk, dr. W.J.CS
2020‑2021Chen, JingsenModern Machine Learning for Anti-Money LaunderingKowalczyk, dr. W.J., Takes, prof.dr. F.W.CS
2020‑2021Helmonds, JoepDetecting energy grid anomalies using convolutional neural networksKowalczyk, dr. W.J.CS
2020‑2021Lin, Mei-ChenDeep Reinforcement Learning for Adaptive Traffic Light ControlKowalczyk, dr. W.J.CS
2020Pijnenburg, M.G.F. (Mark)Data Science for Tax AdministrationKok, prof.dr. J.N., Kraaij, prof.dr.ir. W., Kowalczyk, dr. W.J.PhD
2019‑2020Wu, J.Being Creative: a Cross-Domain Mapping NetworkLamers, dr. M.H., Kowalczyk, dr. W.J.CrIT
2019‑2020Bastiaan, AlbanAn Exploration of Multiple Unsupervised Algorithms in a Financial Audi...Kowalczyk, dr. W.J., Stein van, dr. N.CS
2019‑2020Papathanasiou, NikSequence Prediction Under Multiple ConstraintsKowalczyk, dr. W.J., Bäck, prof.dr. T.H.W.CS
2019‑2020Wu, JichenEvolutionary Isolation Forest for Interactive Anomaly DetectionKowalczyk, dr. W.J., Stein van, dr. N.CS
2018‑2019Wortelboer, MartinA framework for the deployment of Analytical Models for organizations ...Jong Kon Chin, prof.dr. S., Kowalczyk, dr. W.J.IiB&PS
2018‑2019Berg, Jelle van denUsing Al to predict ICU patient mortality Dr. K. Yang, Kowalczyk, dr. W.J.CS
2018‑2019Zhang, RuiModelling Fish Occurrence in the Dutch Wadden Sea by using Bayesian Ne...dr. G.Y.H. El Serafy, Kowalczyk, dr. W.J., Wang, dr. H.CS
2018‑2019Hal, Roy van Embedding geographical locations using triplet loss networksKowalczyk, dr. W.J., Verbeek, prof.dr.ir. F.J.CS
2018‑2019Özer, MuhammetPrediction of overtopping volume of waves approaching a crest using a ...Kowalczyk, dr. W.J., Stein van, dr. N.CS
2018‑2019Peters, L.J. (Bert)Deep Mammography: Applying Deep Learning to Whole Mammogram Classifica...Kowalczyk, dr. W.J., drs. P. ten Have, Kosters, dr. W.A.CS
2018‑2019Spek, Thierry van derPavement Distress Classification in 3D Pavement Measurements using Con...Kowalczyk, dr. W.J., Bäck, prof.dr. T.H.W.CS
2018‑2019Zhang, YuqiCombining spectral and texture features for aquatic plant species clas...Kowalczyk, dr. W.J., Wang, dr. H., dr. E. PenningCS
2018‑2019Plug R.B.F. (Ruud)ECG Anomaly Detection Using Long Short-Term Memory based Recurrent Neu...Kosters, dr. W.A., Kowalczyk, dr. W.J.Inf
2018‑2019Peters, O.R.L. (Orson)Image Compression with Neural NetworksKowalczyk, dr. W.J., Cao, dr. L.Inf
2018Stein, B. (Bas) vanData Driven Modeling & Optimization of Industrial ProcessesBäck, prof.dr. T.H.W., Kowalczyk, dr. W.J.PhD
2017‑2018Ruijter, SanderData Mining in Business, a Case Study at SqueezelyBaratchi, dr. M., Kowalczyk, dr. W.J.IiB&PS
2017‑2018Ronde, S.J.P.M. (Sander)Detecting Anomalies with Recurrent Neural NetworksKowalczyk, dr. W.J., Stein van, dr. N.Inf
2016‑2017Heuvel, J. (Jeroen) van denFinding Business Processes in Computer Usage Data using Frequent Seque...Kosters, dr. W.A., Kowalczyk, dr. W.J., S. HallCS
2016‑2017Dijke, N.T. (Niels) tenConvolutional Neural Networks for Regulatory GenomicsKowalczyk, dr. W.J., prof.dr. G. van Westen, dr. D. ZerbinoCS
2016‑2017Martens, J.R.M. (Joost)ETA: A Modular Approach to Analyzing Time Series DataStein van, dr. N., Kowalczyk, dr. W.J.Inf
2016‑2017Buwalda, N. (Niek)Open Source Systems for Dialogue SystemsKowalczyk, dr. W.J., dr. K. van der BlomInf
2016‑2017Riet, J.C.A. (Jasper) vanAnomaly Detection with Deep Belief NetworksKowalczyk, dr. W.J., Stein van, dr. N.Inf
2016‑2017Suanet, L. (Lars)Finding Anomalies in Sequential Data using Local Outlier FactorKowalczyk, dr. W.J., Rietveld, dr. K.F.D.Inf
2015‑2016Kalmeijer, J.G. (Jan)Visualizing Features Learned by Convolutional Neural NetworksKosters, dr. W.A., Kowalczyk, dr. W.J.CS
2015‑2016Kleyn, F. (Floris)Mining and Visualizing Sequential Healthcare DataKowalczyk, dr. W.J., Bäck, prof.dr. T.H.W.CS
2015‑2016Platanias, P. (Pavlos)DDoS Detection using Time-series AnalysisKowalczyk, dr. W.J., Deutz, dr. A.H.CS
2015‑2016Bavdaz, A. (Alenka)Comparing Markov Chain and Recurrent Neural Network Algorithms for Tex...Kowalczyk, dr. W.J., Kosters, dr. W.A.Inf
2015‑2016Veen, S. (Simone) vanAnomaly Detection in CybersecurityKowalczyk, dr. W.J., dr. A. Ali-EldinInf
2014‑2015Post, M. (Mark)Analysis and Visualisation of Data of an Outdoor Sports Mobile Applica...Emmerich, dr. M.T.M., Kowalczyk, dr. W.J.Inf