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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.



Kowalczyk, dr. W.J.

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

Courses
YearCourseBSc/MScStaffProgrammesECTSLevelPeriod
2023‑2024Advances in Data Mining (4343ADVDMY)MScKnobbe, dr. A.J., Kowalczyk, dr. W.J.CS, IiB&PS6500
2023‑2024Introduction to Deep Learning (4343INTDLY)MScKowalczyk, dr. W.J., Pelt, dr. D.M.CS6500
2023‑2024Seminar Advances in Deep Learning (4343SADL6)MScDoughty, dr. H.R., Kowalczyk, dr. W.J.CS6500
2022‑2023Advances in Data Mining (4343ADVDMY)MScKowalczyk, dr. W.J.CS, IiB&PS6500
2022‑2023Advances in Deep Learning (4343ADL6XY)MScKowalczyk, dr. W.J.CS6500
2022‑2023Introduction to Deep Learning (4343INTDLY)MScKowalczyk, dr. W.J.CS6500
2021‑2022Advances in Data Mining (4343ADVDMY)MScKowalczyk, dr. W.J.CS, IiB&PS6500
2021‑2022Advances in Deep Learning (4343ADL6XY)MScKowalczyk, dr. W.J.CS6500
2021‑2022Introduction to Deep Learning (4343INTDLY)MScKowalczyk, dr. W.J.CS6500
Supervised theses

Information below is sourced from the LIACS Thesis Repository.

Year Student Thesis Supervisors Programme
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, prof.dr. M. van, 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
2020‑2021Liang, 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
2020‑2021Lin, 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, dr. N. vanCS
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, dr. N. vanCS
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
2018‑2019Hal, 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, dr. N. vanCS
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, 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
2018‑2019Zhang, YuqiCombining spectral and texture features for aquatic plant species clas...Kowalczyk, dr. W.J., Wang, dr. H., dr. E. PenningCS
2018‑2019Peters, O.R.L. (Orson)Image Compression with Neural NetworksKowalczyk, dr. W.J., Cao, dr. L.Inf
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
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, dr. N. vanInf
2016‑2017Dijke, N.T. (Niels) tenConvolutional Neural Networks for Regulatory GenomicsKowalczyk, dr. W.J., prof.dr. G. van Westen, dr. D. ZerbinoCS
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
2016‑2017Buwalda, N. (Niek)Open Source Systems for Dialogue SystemsKowalczyk, dr. W.J., dr. K. van der BlomInf
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
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

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