Understanding the problem space in single-objective numerical optimization using exploratory landscape analysis U Škvorc, T Eftimov, P Korošec Applied Soft Computing 90, 106138, 2020 | 74 | 2020 |
CEC real-parameter optimization competitions: Progress from 2013 to 2018 U Škvorc, T Eftimov, P Korošec 2019 IEEE congress on evolutionary computation (CEC), 3126-3133, 2019 | 30 | 2019 |
The effect of sampling methods on the invariance to function transformations when using exploratory landscape analysis U Škvorc, T Eftimov, P Korošec 2021 IEEE Congress on Evolutionary Computation (CEC), 1139-1146, 2021 | 20 | 2021 |
Transfer learning analysis of multi-class classification for landscape-aware algorithm selection U Škvorc, T Eftimov, P Korošec mathematics 10 (3), 432, 2022 | 17 | 2022 |
GECCO black-box optimization competitions: progress from 2009 to 2018 U Škvorc, T Eftimov, P Korošec Proceedings of the genetic and evolutionary computation conference companion …, 2019 | 12 | 2019 |
A complementarity analysis of the COCO benchmark problems and artificially generated problems U Škvorc, T Eftimov, P Korošec Proceedings of the Genetic and Evolutionary Computation Conference Companion …, 2021 | 5 | 2021 |
A comprehensive analysis of the invariance of exploratory landscape analysis features to function transformations U Škvorc, T Eftimov, P Korošec 2022 IEEE Congress on Evolutionary Computation (CEC), 1-8, 2022 | 4 | 2022 |
PerformViz: a machine learning approach to visualize and understand the performance of single-objective optimization algorithms T Eftimov, R Hribar, U Škvorc, G Popovski, G Petelin, P Korošec Proceedings of the 2020 Genetic and Evolutionary Computation Conference …, 2020 | 4 | 2020 |
Deep statistics: more robust performance statistics for single-objective optimization benchmarking T Eftimov, G Petelin, R Hribar, G Popovski, U Škvorc, P Korošec Proceedings of the 2020 Genetic and Evolutionary Computation Conference …, 2020 | 3 | 2020 |
Learned Features vs. Classical ELA on Affine BBOB Functions M Seiler, U Škvorc, G Cenikj, C Doerr, H Trautmann International Conference on Parallel Problem Solving from Nature, 137-153, 2024 | | 2024 |
Transfer Learning Analysis of Multi-Class Classification for Landscape-Aware Algorithm Selection. Mathematics 2022, 10, 432 U Škvorc, T Eftimov, P Korošec s Note: MDPI stays neutral with regard to jurisdictional claims in published …, 2022 | | 2022 |
Using exploratory landscape analysis to visualize single-objective problems U Škvorc, T Eftimov, P Korošec Proceedings of the 2020 Genetic and Evolutionary Computation Conference …, 2020 | | 2020 |