Jan Zegklitz

Publication Activity (10 Years)

Years Active: 2015-2021
Publications (10 Years): 14

Top Topics

Regression Methods

Genetic Programming

Model Selection

Hyperparameters

Top Venues

GECCO (Companion)

Genet. Program. Evolvable Mach.

Trans. Comput. Collect. Intell.

Publications

Jirí Kubalík, Erik Derner, Jan Zegklitz, Robert Babuska
Symbolic Regression Methods for Reinforcement Learning. IEEE Access 9 (2021)
Jan Zegklitz, Petr Posík
Benchmarking state-of-the-art symbolic regression algorithms. Genet. Program. Evolvable Mach. 22 (1) (2021)
Martin Brablc, Jan Zegklitz, Robert Grepl, Robert Babuska
Control of Magnetic Manipulator Using Reinforcement Learning Based on Incrementally Adapted Local Linear Models. Complex. 2021 (2021)
Jan Zegklitz, Petr Posík
Sequential Model Building in Symbolic Regression. ITAT (2019)
Jan Zegklitz, Petr Posík
Symbolic regression in dynamic scenarios with gradually changing targets. Appl. Soft Comput. 83 (2019)
Jirí Kubalík, Jan Zegklitz, Erik Derner, Robert Babuska
Symbolic Regression Methods for Reinforcement Learning. CoRR (2019)
Jan Zegklitz, Petr Posík
Symbolic Regression Algorithms with Built-in Linear Regression. CoRR (2017)
Jan Zegklitz, Petr Posík
Linear combinations of features as leaf nodes in symbolic regression. GECCO (Companion) (2017)
Jan Zegklitz, Petr Posík
Learning Linear Feature Space Transformations in Symbolic Regression. CoRR (2017)
Jirí Kubalík, Eduard Alibekov, Jan Zegklitz, Robert Babuska
Hybrid Single Node Genetic Programming for Symbolic Regression. Trans. Comput. Collect. Intell. 24 (2016)
Jan Zegklitz, Petr Posík
Symbolic Regression by Grammar-based Multi-Gene Genetic Programming. GECCO (Companion) (2015)
Jan Zegklitz, Petr Posík
Model Selection and Overfitting in Genetic Programming: Empirical Study. CoRR (2015)
Július Bems, Oldrich Starý, Martin Macas, Jan Zegklitz, Petr Posík
Innovative default prediction approach. Expert Syst. Appl. 42 (17-18) (2015)
Jan Zegklitz, Petr Posík
Model Selection and Overfitting in Genetic Programming: Empirical Study. GECCO (Companion) (2015)