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Education @LIACS

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.

Kononova, dr. A.V.

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

Courses
YearCourseBSc/MScStaffProgrammesECTSLevelPeriod
2026‑2027Introduction to Machine Learning (4343INTML)MScKononova, dr. A.V.6500
2026‑2027Natural Computing (4032NACOXY)BScKononova, dr. A.V.Inf, DSAI6300
2025‑2026Introduction to Machine Learning (4343INTML)MScKononova, dr. A.V.6500
2025‑2026Natural Computing (4032NACOXY)BScKononova, dr. A.V.Inf, DSAI6300
2024‑2025Introduction to Machine Learning (4343INTML)MScKononova, dr. A.V., Vermetten, D.L.IiB&PS6500
2024‑2025Natural Computing (4032NACO6)BScKononova, dr. A.V., Vermetten, D.L.Inf, BioInf, DSAI, mDSAI6300
2023‑2024Introduction to Machine Learning (4343INTMLY)MScKononova, dr. A.V., Vermetten, D.L.IiB&PS6500
2023‑2024Natural Computing (4032NACO6)BScKononova, dr. A.V., Vermetten, D.L.Inf, BioInf, DSAI, mDSAI6300
2023‑2024Research Methods in Computer Science (4032RMCS3)BScKalavainen, K., Kononova, dr. A.V.Inf, I&E, BioInf3200
2022‑2023Introduction to Machine Learning (4343INTMLY)MScKononova, dr. A.V.CS, IiB&PS6500
2022‑2023Natural Computing (4032NACO6)BScKononova, dr. A.V., Vermetten, D.L.Inf, BioInf, DSAI, mDSAI6300
2022‑2023Research Methods in Computer Science (4032RMCS3)BScBaratchi, dr. M., Kononova, dr. A.V.Inf, I&E, BioInf3200
2021‑2022Introduction to Machine Learning (4343INTMLY)MScKononova, dr. A.V.CS, IiB&PS6500
2021‑2022Natural Computing (4032NACO6)BScKononova, dr. A.V., Vermetten, D.L.Inf, BioInf, mDSAI6300
2021‑2022Research Methods in Computer Science (4032RMCS3)BScBaratchi, dr. M., Kononova, dr. A.V.Inf, I&E, BioInf3200
Supervised theses

Information below is sourced from the LIACS Thesis Repository.

Year Student Thesis Supervisors Programme
2026Vonk, M.C. (Maarten)Inference and Influence: Bringing Causal Game Theory to Complex Securi...Bäck, prof.dr. T.H.W., Kononova, dr. A.V., dr. T. SweijsPhD
2025‑2026Simonides, K. (Koen)Prompting Strategies for Mutation and Crossover Operators in LLM Based...Stein, dr. N. van, Kononova, dr. A.V.Inf
2024‑2025Bergsma, C. (Chris)CMA-ES and Bayesian Optimization for Noisy, Mixed-Integer Optimization...Raponi, dr. E., Kononova, dr. A.V.CS
2024‑2025Hermanus, P. (Per)Portfolio Selection in Adaptive Operator Selection for Differential Ev...Kononova, dr. A.V., Stein, dr. N. vanCS
2024‑2025Zacharia, K. (Katherina)Optimizing Office Lighting In Terms Of Energy and Uniformity Based on ...Stein, dr. N. van, Kononova, dr. A.V.CS
2024‑2025Zeeuw, M. de (Matthijs)Adapting and Applying Evolutionary Algorithms to Variable Length Repre...Bäck, prof.dr. T.H.W., Kononova, dr. A.V.CS
2024Nguyen, D.A. (Anh)Efficient Tuning of Automated MAchine Learning PipelinesBäck, prof.dr. T.H.W., Prof. Dr. B. Sendhoff, Kononova, dr. A.V.PhD
2024Thomaser, A. (André)Algorithm Design for Mixed-Integer Black-Box Optimization Problems wit...Bäck, prof.dr. T.H.W., Kononova, dr. A.V.PhD
2023‑2024Boel, M. (Marc)Online Mutation Strategy Selection in Differential Evolution through D...Kononova, dr. A.V., Moerland, dr. T.CS
2023‑2024Bouwman, K. (Koen)Solving multi-agent reinforcements learning problems using Differentia...Kononova, dr. A.V., Plaat, prof.dr. A.CS
2023‑2024Kogia, V. (Vasiliki)f-AnoGAN with Transformers and Vector Quantisation for Unsupervised An...Stein, dr. N. van, Kononova, dr. A.V., A. ZeiserCS
2023‑2024Steffens, B. (Benjamin)Generating Art using Genetic ProgrammingStein, dr. N. van, Kononova, dr. A.V., VermettenCS
2023‑2024Sun, Q. (Qinshan)Application of Multimodal Optimization Metaheuristics to Training of A...Stein, dr. N. van, Kononova, dr. A.V.CS
2023‑2024Spoel, I. van der (Ivar)Illuminating the EC-bestiary: Conceptual Analysis and Benchmarking of ...Kononova, dr. A.V., H. Yin MScInf
2022‑2023Gao, YaqiongCross-Modal Food Retrieval with Vision-Language Pre-trainingKononova, dr. A.V., Verberne, prof.dr. S.CS
2022‑2023Li, YingjieApplication of Automated Machine Learning Pipeline for the Classificat...Dr. Furong Ye, Kononova, dr. A.V.CS
2022‑2023Vanmosuinck, ErnestSubpopulations with adaptive population size and search space partitio...Kononova, dr. A.V., Bäck, prof.dr. T.H.W.CS
2022‑2023Woerdings, VirgilNetwork-driven analysis of evolving populations in genetic algorithmsKononova, dr. A.V., Takes, prof.dr. F.W.CS
2022‑2023Yin, H. (Haoran) Landscape Analysis of CEC’ 2022 Basic Benchmark Problems - CONFIDENT...Kononova, dr. A.V., Dr. F. Ye, D.L. VermettenCS
2022‑2023Reijalt, P. (Petter)Effect of Initial Sampling on Short-term Behaviour of Differential Evo...Kononova, dr. A.V., VermettenInf
2021‑2022Huang, Q.Multi-surrogate Assisted Efficient Global Optimization: A Positional S...Kononova, dr. A.V., Bäck, prof.dr. T.H.W.CS
2021‑2022Li, H.Standardizing Nature-inspired Algorithms — a unified framework UNIOA...Kononova, dr. A.V., Carola DoerrCS
2021‑2022Rooij, L. vanExplainable AI for ship design analysis with AIS and static ship dataStein, dr. N. van, Kononova, dr. A.V.CS
2021‑2022Nouweland, L. (Luuk) van denAutomating the Process of Defining the Aesthetic Quality of an Image i...Stein, dr. N. van, Kononova, dr. A.V., D. VermettenInf
2021‑2022Stoffels, L. (Luca)Autolayout of UML Diagrams using Metaheuristic Algorithms and Natural ...Ramackers, dr. G.J., Kononova, dr. A.V.Inf
2020‑2021Boks, RickDynamic Configuration of Operators and Parameters in Differential Evol...Kononova, dr. A.V., Wang, dr. H.CS
2020‑2021Piaskowski, BartoszBenchmarking for Efficient Global Optimization Algorithms on Mixed-Int...Stein, dr. N. van, Kononova, dr. A.V.CS
2020‑2021Santamaria Hernandez, PedroAutomated Regression Pipeline for Time-Series problems with Real-World...Bäck, prof.dr. T.H.W., Kononova, dr. A.V.CS
2020‑2021Zeng, ShutongLocating multiple local minima in the “optical lens deign problem”...Kononova, dr. A.V., Bäck, prof.dr. T.H.W.CS
2020‑2021Ponse, K.Automated Rotational and Localised Symmetry Detection from Global Refl...Stein, dr. N. van, Kononova, dr. A.V.I&E
2020‑2021Honert, N. (Nils) van derBenchmarking default implementations of pseudorandom number generators...Kononova, dr. A.V., D. VermettenInf

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