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
2026Anastacio, M.I.A. (Marie)Sampling Strategies in Automated Algorithm ConfigurationHoos, prof.dr. H.H., Bäck, prof.dr. T.H.W.PhD
2025‑2026Rojas, P. (Pablo)Unsupervised Adversarial Attack Detection via Student-Teacher-Based An...Rijn van, dr. J.N., Hoos, prof.dr. H.H.CS
2025Köning, H.M.T. (Matthias)Automated Machine Learning for Neural Network VerificationHoos, prof.dr. H.H., Rijn van, dr. J.N.PhD
2025Renting, B.M. (Bram)Learning in Automated NegotiationHoos, prof.dr. H.H., Jonker, prof.dr. C.M., Moerland, dr. T.PhD
2025Vinkhuijzen, L.T. (Lieuwe)Data Structures From Quantum Circuit Verification And How To Compare T...Hoos, prof.dr. H.H., Laarman, dr. A.W., dr. T. CoopmansPhD
2024‑2025Jiang, K. (Kaiteng)Multimodal Self-supervised Music Genre Classification with Audio and L...Hoos, prof.dr. H.H., dr. I. VatolkinCS
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
2023‑2024Oberkofler, T.F. (Tobias)On Adaptive Multi-Modal Trajectory PredictionBaratchi, dr. M., dr. J. Alonso-Mora, Hoos, prof.dr. H.H.CS
2023‑2024Shavit, H. (Hadar)Algorithm Selection for SAT Using Graph Neural NetworksMarie Anastacio, Bram Renting, Hoos, prof.dr. H.H.CS
2023‑2024Kareem, J. (Jasmin)Per-instance Algorithm Selection for MIP-based Neural Network Verifica...H.M.T. König MSc, Rijn van, dr. J.N., Hoos, prof.dr. H.H.CS
2023‑2024Spek, C. (Corné)Auto-Verify: A framework for portfolio-based neural network verificati... H.M.T. König MSc, Rijn van, dr. J.N., Hoos, prof.dr. H.H.CS
2023‑2024Collenburg, S. van (Sven)Automated Machine Learning for Sea Ice Concentration ChartingRijn van, dr. J.N., Hoos, prof.dr. H.H., A. StokholmInf
2022‑2023Toussaint, G.Content-agnostic cascade-wise ranking of Fake News on Online Social Me...Rijn van, dr. J.N., Hoos, prof.dr. H.H., Takes, prof.dr. F.W.CS
2022‑2023Vermeulen, S.C. (Sam)Self-Monitoring Automated Algorithm Configurationdr. K. van der Blom, Hoos, prof.dr. H.H.Inf
2022Latour, A.L.D. (Anna)Optimal Decision Making under Constraints and UncertainityHoos, prof.dr. H.H., Kok, prof.dr. J.N., Nijssen, dr. S.G.R.PhD
2021‑2022Zetten, van WesselInterpretable Machine Learning and Bias Detection for Machine Learning...Ramackers, dr. G.J., Hoos, prof.dr. H.H.IiB&PS
2021‑2022Schlender, T.The Bigger Fish A comparison of state-of-the-art QSAR models on low re...Rijn van, dr. J.N., Hoos, prof.dr. H.H.CS
2021‑2022Snelleman, T.Coronary Artery Extraction using Geometrical Deep Learning on Medical ...Rijn van, dr. J.N., Hoos, prof.dr. H.H.CS
2021‑2022Tetteroo, J.Automated machine learning for COVID-19 forecastingBaratchi, dr. M., Hoos, prof.dr. H.H.CS
2020‑2021Arp, LaurensA Markov Reward Process-Based Approach to Spatial InterpolationBaratchi, dr. M., Hoos, prof.dr. H.H.CS
2020‑2021Dong, SiyuanLearning Transferable Architectures for Image DenoisingRijn van, dr. J.N., 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
2020‑2021Rook, JeroenCaching in Model Counters: A Journey through Space and TimeHoos, prof.dr. H.H., Nijssen, dr. S.G.R.CS
2020‑2021Middelkoop, R.Parallel algorithm portfolios in SparkleBlom, Hoos, prof.dr. H.H.I&E
2019‑2020König, M.Cascaded Fine-Tuning of Deep Convolutional Neural Networks for Age Est...Hoos, prof.dr. H.H., Rijn van, dr. J.N.CrIT
2019‑2020Fokkinga, DaniëlProgramming a Stochastic Constraint Optimisation Algorithm, by Optimis...Hoos, prof.dr. H.H., dr. A.L.D. Latour, M.I.A. AnastacioCS
2019‑2020Avoird, S. (Stan) van derPrediction and Technical Analysis of the Bitcoin Crypto Currency Using...Rijn van, dr. J.N., Hoos, prof.dr. H.H.Inf
2019‑2020Meijhuis, M.J. (Mark)Using Machine Learning to Predict Price Trends in Foreign Exchange Rat...Rijn van, dr. J.N., Hoos, prof.dr. H.H.Inf
2018‑2019Engelen, Jesper vanSemi-supervised Ensemble LearningHoos, prof.dr. H.H., Leeuwen van, prof.dr. M.CS
2018‑2019Schut, F.G.B.Machine Learning and Technical Analysis for Foreign Exchange Data with...Rijn van, dr. J.N., Hoos, prof.dr. H.H.I&E
2017‑2018Ottervanger, Gilles B.ACE: Academic Collaboration Explorer. An Author-centered View on Acade...Hoos, prof.dr. H.H., M.I.A. AnastacioI&E
2017‑2018Burggraaf, F (Florijn)Predicting Scientific ImpactHoos, prof.dr. H.H., dr. C. LuoInf