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Lukas Kammerer
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Symbolic regression by exhaustive search: reducing the search space using syntactical constraints and efficient semantic structure deduplication
L Kammerer, G Kronberger, B Burlacu, SM Winkler, M Kommenda, ...
Genetic Programming Theory and Practice XVII, 79-99, 2020
38*2020
Hash-based tree similarity and simplification in genetic programming for symbolic regression
B Burlacu, L Kammerer, M Affenzeller, G Kronberger
Computer Aided Systems Theory–EUROCAST 2019: 17th International Conference …, 2020
102020
Identification of dynamical systems using symbolic regression
G Kronberger, L Kammerer, M Kommenda
Computer Aided Systems Theory–EUROCAST 2019: 17th International Conference …, 2020
102020
A precise symbolic emulator of the linear matter power spectrum
DJ Bartlett, L Kammerer, G Kronberger, H Desmond, PG Ferreira, ...
Astronomy & Astrophysics 686, A209, 2024
72024
Cluster analysis of a symbolic regression search space
G Kronberger, L Kammerer, B Burlacu, SM Winkler, M Kommenda, ...
Genetic Programming Theory and Practice XVI, 85-102, 2019
62019
Empirical analysis of variance for genetic programming based symbolic regression
L Kammerer, G Kronberger, S Winkler
Proceedings of the Genetic and Evolutionary Computation Conference Companion …, 2021
32021
The Inefficiency of Genetic Programming for Symbolic Regression
G Kronberger, F Olivetti de Franca, H Desmond, DJ Bartlett, L Kammerer
International Conference on Parallel Problem Solving from Nature, 273-289, 2024
2*2024
Symbolic Regression with Fast Function Extraction and Nonlinear Least Squares Optimization
L Kammerer, G Kronberger, M Kommenda
International Conference on Computer Aided Systems Theory, 139-146, 2022
22022
Confidence-based ensemble modeling in medical data mining
L Kammerer, M Affenzeller
Proceedings of the Genetic and Evolutionary Computation Conference Companion …, 2018
12018
Bias and Variance Analysis of Contemporary Symbolic Regression Methods
L Kammerer, G Kronberger, S Winkler
Applied Sciences 14 (23), 11061, 2024
2024
symbolic_pofk: Precise symbolic emulators of the linear and nonlinear matter power spectrum
DJ Bartlett, L Kammerer, G Kronberger, H Desmond, PG Ferreira, ...
Astrophysics Source Code Library, ascl: 2409.014, 2024
2024
Data Aggregation for Reducing Training Data in Symbolic Regression
L Kammerer, G Kronberger, M Kommenda
Computer Aided Systems Theory–EUROCAST 2019: 17th International Conference …, 2020
2020
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