LIACS Thesis Repository
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: this thesis repository might be incomplete for certain programmes.
Students supervised by Kowalczyk, dr. W.J. (Wojtek)
Note: the overview per supervisor is likely partially incomplete.
37 entries found.
| Program | Year | Role | Student | Thesis | Content |
|---|---|---|---|---|---|
| Master Computer Science | 2024 | second supervisor | Groot, J. de (Jurren) | RNADock: A Geometric Deep Learning System for RNA-Ligand Docking - CON... | |
| PhD Computer Science | 2023 | third supervisor | Kong, J. (Jiawen) | Learning Class-Imbalanced Problems from the Perspective of Data Intrin... | |
| Master Computer Science | 2022 | second supervisor | Liu, C. | Pattern Mining Enabled Scanner Event-based Quantitative Analysis of Li... | |
| Master Computer Science | 2021 | second supervisor | Liang, Yan | Automated Machine Learning of Customer-Specific Gaussian Mixture Model... | |
| Master Computer Science | 2021 | second supervisor | Liang, Yan | Automated Machine Learning of Customer-Specific Gaussian Mixture Model... | |
| Master Computer Science | 2021 | first supervisor | Chen, Jingsen | Modern Machine Learning for Anti-Money Laundering | |
| Master Computer Science | 2021 | first supervisor | Helmonds, Joep | Detecting energy grid anomalies using convolutional neural networks | |
| Master Computer Science | 2021 | first supervisor | Lin, Mei-Chen | Deep Reinforcement Learning for Adaptive Traffic Light Control | |
| PhD Computer Science | 2020 | copromotor | Pijnenburg, M.G.F. (Mark) | Data Science for Tax Administration | |
| Master Media Technology | 2020 | second supervisor | Wu, J. | Being Creative: a Cross-Domain Mapping Network | |
| Master Computer Science | 2020 | first supervisor | Papathanasiou, Nik | Sequence Prediction Under Multiple Constraints | |
| Master Computer Science | 2020 | first supervisor | Wu, Jichen | Evolutionary Isolation Forest for Interactive Anomaly Detection | |
| Master ICT in Business a... | 2019 | second supervisor | Wortelboer, Martin | A framework for the deployment of Analytical Models for organizations ... | |
| Master Computer Science | 2019 | second supervisor | Berg, Jelle van den | Using Al to predict ICU patient mortality | |
| Master Computer Science | 2019 | second supervisor | Zhang, Rui | Modelling Fish Occurrence in the Dutch Wadden Sea by using Bayesian Ne... | |
| Master Computer Science | 2019 | first supervisor | Hal, Roy van | Embedding geographical locations using triplet loss networks | |
| Master Computer Science | 2019 | first supervisor | Özer, Muhammet | Prediction of overtopping volume of waves approaching a crest using a ... | |
| Master Computer Science | 2019 | first supervisor | Peters, L.J. (Bert) | Deep Mammography: Applying Deep Learning to Whole Mammogram Classifica... | |
| Master Computer Science | 2019 | first supervisor | Spek, Thierry van der | Pavement Distress Classification in 3D Pavement Measurements using Con... | |
| Master Computer Science | 2019 | first supervisor | Zhang, Yuqi | Combining spectral and texture features for aquatic plant species clas... | |
| Bachelor Informatica | 2019 | second supervisor | Plug R.B.F. (Ruud) | ECG Anomaly Detection Using Long Short-Term Memory based Recurrent Neu... | |
| Bachelor Informatica | 2019 | first supervisor | Peters, O.R.L. (Orson) | Image Compression with Neural Networks | |
| PhD Computer Science | 2018 | copromotor | Stein, B. (Bas) van | Data Driven Modeling & Optimization of Industrial Processes | |
| Master ICT in Business a... | 2018 | second supervisor | Ruijter, Sander | Data Mining in Business, a Case Study at Squeezely | |
| Bachelor Informatica | 2018 | first supervisor | Ronde, S.J.P.M. (Sander) | Detecting Anomalies with Recurrent Neural Networks | |
| Master Computer Science | 2017 | second supervisor | Heuvel, J. (Jeroen) van den | Finding Business Processes in Computer Usage Data using Frequent Seque... | |
| Master Computer Science | 2017 | first supervisor | Dijke, N.T. (Niels) ten | Convolutional Neural Networks for Regulatory Genomics | |
| Bachelor Informatica | 2017 | second supervisor | Martens, J.R.M. (Joost) | ETA: A Modular Approach to Analyzing Time Series Data | |
| Bachelor Informatica | 2017 | first supervisor | Buwalda, N. (Niek) | Open Source Systems for Dialogue Systems | |
| Bachelor Informatica | 2017 | first supervisor | Riet, J.C.A. (Jasper) van | Anomaly Detection with Deep Belief Networks | |
| Bachelor Informatica | 2017 | first supervisor | Suanet, L. (Lars) | Finding Anomalies in Sequential Data using Local Outlier Factor | |
| Master Computer Science | 2016 | second supervisor | Kalmeijer, J.G. (Jan) | Visualizing Features Learned by Convolutional Neural Networks | |
| Master Computer Science | 2016 | first supervisor | Kleyn, F. (Floris) | Mining and Visualizing Sequential Healthcare Data | |
| Master Computer Science | 2016 | first supervisor | Platanias, P. (Pavlos) | DDoS Detection using Time-series Analysis | |
| Bachelor Informatica | 2016 | first supervisor | Bavdaz, A. (Alenka) | Comparing Markov Chain and Recurrent Neural Network Algorithms for Tex... | |
| Bachelor Informatica | 2016 | first supervisor | Veen, S. (Simone) van | Anomaly Detection in Cybersecurity | |
| Bachelor Informatica | 2015 | second supervisor | Post, M. (Mark) | Analysis and Visualisation of Data of an Outdoor Sports Mobile Applica... |