Ana Kostovska
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
10
Venues
4
Active years
2019–2025
Best venue rank
A
Where they publish
Papers
10 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | GECCO | Geometric Learning in Black-Box Optimization: A GNN Framework for Algorithm Performance Prediction. | Ana Kostovska, Carola Doerr, Saso Dzeroski, Pance Panov, Tome Eftimov |
| 2024 | CEC | Generalization Ability of Feature-Based Performance Prediction Models: A Statistical Analysis Across Benchmarks. | Ana Nikolikj, Ana Kostovska, Gjorgjina Cenikj, Carola Doerr, Tome Eftimov |
| 2024 | CEC | Quantifying Individual and Joint Module Impact in Modular Optimization Frameworks. | Ana Nikolikj, Ana Kostovska, Diederick Vermetten, Carola Doerr, Tome Eftimov |
| 2023 | GECCO | Comparing Algorithm Selection Approaches on Black-Box Optimization Problems. | Ana Kostovska, Anja Jankovic, Diederick Vermetten, Saso Dzeroski, Tome Eftimov, Carola Doerr |
| 2022 | CEC | Trajectory-based Algorithm Selection with Warm-starting. | Anja Jankovic, Diederick Vermetten, Ana Kostovska, Jacob de Nobel, Tome Eftimov, Carola Doerr |
| 2022 | GECCO | The importance of landscape features for performance prediction of modular CMA-ES variants. | Ana Kostovska, Diederick Vermetten, Saso Dzeroski, Carola Doerr, Peter Korosec, Tome Eftimov |
| 2022 | PPSN | Per-run Algorithm Selection with Warm-Starting Using Trajectory-Based Features. | Ana Kostovska, Anja Jankovic, Diederick Vermetten, Jacob de Nobel, Hao Wang, Tome Eftimov, Carola Doerr |
| 2021 | GECCO | OPTION: optimization algorithm benchmarking ontology. | Ana Kostovska, Diederick Vermetten, Carola Doerr, Saso Dzeroski, Pance Panov, Tome Eftimov |
| 2020 | DIS | Semantic Description of Data Mining Datasets: An Ontology-Based Annotation Schema. | Ana Kostovska, Saso Dzeroski, Pance Panov |
| 2019 | DIS | Neurodegenerative Disease Data Ontology. | Ana Kostovska, Ilin Tolovski, Fatima S. Maikore, Larisa N. Soldatova, Pance Panov |