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
2026Arp, L. (Laurens)The State of the Earth: Ill-Posed Estimation of Physical Parameters fr...Baratchi, dr. M., Hoos, prof.dr. H.H., prof.dr. P.M. van BodegomPhD
2025‑2026Ahlawat, K. (Kartikey)Evaluation of Sequential Machine Learning Approaches for Multi-Label C...H.H.S. Nagalur Subraveti MSc, Baratchi, dr. M.CS
2025‑2026Eerden, B. van (Bram)AutoML for Hydraulic Head Forecasting in Dikes: A Selective Pooling an...Baratchi, dr. M., Rijn van, dr. J.N.CS
2025‑2026Heuven van Staereling, D. van (Daniël)Combining Pruning and Mixture of Expert for Fine-Tuning Vision Transfo...Baratchi, dr. M., dr. V. MarsocciCS
2024‑2025Kroll, J. (Jesse)Evaluating Adversarial Robustness in Time-Series Classification: A Com...W. Skaf, Baratchi, dr. M.DSAI
2024‑2025Moerdijk, D. (David)Application of Transformer Models and Mixture-of-Experts Architectures...Hilbert, dr. M., Baratchi, dr. M.DSAI
2024‑2025Mediavilla, J. (Juan)Fine-tuning General Time Series and Accelerometer-Specific Self-Superv...Baratchi, dr. M., K. Fathinejad MScDSAI
2024‑2025Opdam, K. (Kenji)Finding and Visualising Patterns and Knowledge Gaps in the Field of Au...Baratchi, dr. M., J. WasalaDSAI
2024‑2025Mehrafar, N. (Nima)An Evolutionary Approach to Causal Structure LearningBaratchi, dr. M., Salehkaleybar, dr. S.CS
2024‑2025Haasdijk, T. (Tim)Evaluating The Impact of Integrating Domain-Specific Assumptions Into ...Arp, Baratchi, dr. M.Inf
2024Wang, C. (Can)Automated Machine Learning for Dynamic Energy Management using Time-Se...Bäck, prof.dr. T.H.W., Hoos, prof.dr. H.H., Baratchi, dr. M.PhD
2023‑2024Schröder, S. (Sietse)Overfitting in Combined Algorithm Selection and Hyperparameter Optimiz...Rijn van, dr. J.N., Baratchi, dr. M.CS
2023‑2024Tomassen, F. (Floris)LLM-Based Data Generation techniques for end-to-end models of grammati...Spruit, prof.dr. M.R., Baratchi, dr. M.CS
2023‑2024Tumkur Rameshchandra, R. (Ramya)Unsupervised Machine Learning Methods to Understand the Social and Psy...Spruit, prof.dr. M.R., Baratchi, dr. M.CS
2023‑2024Chan, G. (Gerlise)AutoCD: Automated Machine Learning for Causal Discovery Algorithms - C...Baratchi, dr. M., Tom ClaassenCS
2023‑2024Kok, G. (Gareth)Systematic Comparison of Few-Shot Learners in Remote Sensing Image Rec...Baratchi, dr. M., Rijn van, dr. J.N.CS
2023‑2024Maliappis, T. (Thomas)Group Detection from Spatiotemporal data using Social ContextBaratchi, dr. M., Prof. dr. Carolien J. RieffeCS
2023‑2024Nebreda Bernal, Ó. (Óscar)Deep Learning for Improving Probabilistic Forecasts of Precipitation E...Baratchi, dr. M., B. François, M. SchmeitsCS
2023‑2024Oberkofler, T.F. (Tobias)On Adaptive Multi-Modal Trajectory PredictionBaratchi, dr. M., dr. J. Alonso-Mora, Hoos, prof.dr. H.H.CS
2023‑2024Plas, S. van der (Stan)Improvements to an Existing, Ultrasound Localization System, Enhancing...Dijk , ir. M.K. van, Baratchi, dr. M.I&E
2023‑2024Laar, D. (Dean) vanAccelerating Value Propagation Interpolation for Large Satellite Image...Baratchi, dr. M., ArpI&E
2023‑2024Romeijn, M. (Marnix)A Spatiotemporal Analysis of Artefacts with Automated Methane Plume De...Baratchi, dr. M., WasalaI&E
2023‑2024Sprangers, H. (Huib)A Type System for Machine Learning PipelinesBasold, dr. H., Baratchi, dr. M.Inf
2022‑2023Suttorp, S. (Sharanda)Quantifying the Effect of Super-Resolution on Aerial Scene Classificat...J. Wasala, Baratchi, dr. M.DSAI
2023Kefalas, M. (Marios)Data-Driven Predictive Maintenance and Time-Series ApplicationsBäck, prof.dr. T.H.W., Baratchi, dr. M.PhD
2022‑2023Liu, AnranLeveraging Machine Learning and Synthetic Controls to Study Resilienc...Zohrehvand, dr. A.H., Baratchi, dr. M.IiB&PS
2022‑2023Aarnoutse M.F.A.Automatic Pass Detection in Soccer Tracking DataKnobbe, dr. A.J., Baratchi, dr. M.CS
2022‑2023Hu, WenqianA Hybrid Multi-Objective Evolutionary Algorithm for the Vehicle Routin...Fan, dr. Y., Baratchi, dr. M., Bäck, prof.dr. T.H.W.CS
2022‑2023Lin, YuanA Reinforment Learning-based Hierarchical Method for Route PlanningFan, dr. Y., Baratchi, dr. M., Bäck, prof.dr. T.H.W.CS
2022‑2023Zhang, ZiweiDeep Learning for Visual Query Tasks Based on Spatio-Temporal GraphBaratchi, dr. M., Stein van, dr. N.CS
2022‑2023Mast, T. de (Teun)Lowering the Resolution of Damage Data in a Model that Predicts Rainwa...Rijn van, dr. J.N., Baratchi, dr. M., T. BeenenI&E
2022‑2023Zwan, O. van der (Odens)Refinement of GPS with GPS beaconing for small-scale environmentsBaratchi, dr. M., Dijk , ir. M.K. vanI&E
2022‑2023Aalst, B. van (Bas)Ultrasound Indoor Positioning System for Localization of a Moving Obje...Dijk , ir. M.K. van, Baratchi, dr. M.Inf
2021‑2022Steenbergen van, Wouter Harnessing the power of data for government real estateVeen van, P.M., Baratchi, dr. M.IiB&PS
2021‑2022Fang, Z.A GNN-Based Method for Group Detection from Spatio-Temporal DataBaratchi, dr. M., Gwenn EnglebienneCS
2021‑2022Mirzoyan, R.Quantification of Parkinson’s disease symptoms during activities of ...Baratchi, dr. M., Vasileios ExadaktylosCS
2021‑2022Neuteboom, V.AutoML for creating hybrid Earth science modelsBaratchi, dr. M., Prof. dr. ir. P. van BodegomCS
2021‑2022Tetteroo, J.Automated machine learning for COVID-19 forecastingBaratchi, dr. M., Hoos, prof.dr. H.H.CS
2021‑2022Vink, J.Fusing spaceborne radar, lidar and spectrometry data using semi-superv...Baratchi, dr. M., Dr. Suzanne MarselisCS
2021‑2022Wasala, J.AutoSR-RS: an AutoML Approach to Super-Resolution for Remote SensingBaratchi, dr. M., Dr. S.M. MarselisCS
2021‑2022Rooijakkers, L. (Lieuwe)Evaluating AutoML Methods on Hybrid Inversion of PROSAIL RTM on Landsa...N. De Mesquita César de Sá, Baratchi, dr. M.Inf
2021‑2022Dirker, K. (Kenneth)Monitoring Wildlife of the Oostvaardersplassen through Trap-camera and...Baratchi, dr. M., N. César de SaInf
2021‑2022Laanen, R. (Rodi)Classification of Pre-defined Movement Patterns: A Comparison between ...Baratchi, dr. M., M. Nasri , Dijk , ir. M.K. vanInf
2020‑2021Arp, LaurensA Markov Reward Process-Based Approach to Spatial InterpolationBaratchi, dr. M., Hoos, prof.dr. H.H.CS
2020‑2021Ottervanger, GilesMultiETSC: Automated Machine Learning for Early Time Series Classifica...Baratchi, dr. M., Hoos, prof.dr. H.H.CS
2020‑2021Palacios Salinas, NellyAutomated Machine Learning for Satellite Data: Integrating remote sens...Baratchi, dr. M., Rijn van, dr. J.N.CS
2020‑2021Bavelaar, C.Using machine learning to predict rainwater damage in urban areasRijn van, dr. J.N., Baratchi, dr. M.I&E
2020‑2021Buitenhuis, V. Using a data-driven approach to estimate the vegetation height using r...N. C´esar de S´a, Baratchi, dr. M., prof. dr. ir. P. van BodegomI&E
2020‑2021Vink, T. (Thomas)Identifying anomalous trajectories from bird tracking data sets.Baratchi, dr. M., dr. Y. SiInf
2019‑2020Kyziridis, G. (Georgios)Deep Reinforcement Learning Algorithms for the Train Unit Shunting Pro...Kosters, dr. W.A., dr. W. Kool, Baratchi, dr. M.CS
2019‑2020Holtes, J.Using datamining for predicting traffic jams on Dutch highwaysBaratchi, dr. M., Leeuwen van, prof.dr. M.I&E
2018‑2019Holtes, J. Using datamining for predicting traffic jams on Dutch highways Baratchi, dr. M., Leeuwen van, prof.dr. M.I&E
2017‑2018Zhang, YifanA Marketing Research on Exploring the Application Prospects of SaaS BI...Weeren van, drs. N., Baratchi, dr. M.IiB&PS
2017‑2018Ruijter, SanderData Mining in Business, a Case Study at SqueezelyBaratchi, dr. M., Kowalczyk, dr. W.J.IiB&PS
2017‑2018Vlak, MartijnStudying Player Interactions and Correlations during Ball Possession i...Baratchi, dr. M., dr. A.W. de LeeuwI&E
2017‑2018Browne, R. (Rose)Analyzing the Behaviour of Players in Soccer Prior to a Shot on Target...Baratchi, dr. M., dr. A.W. de LeeuwInf