Ana Kostovska

Orcid: 0000-0002-5983-7169

According to our database1, Ana Kostovska authored at least 16 papers between 2019 and 2023.

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Bibliography

2023
OPTION: OPTImization Algorithm Benchmarking ONtology.
IEEE Trans. Evol. Comput., December, 2023

AiTLAS: Artificial Intelligence Toolbox for Earth Observation.
Remote. Sens., May, 2023

Comparing Algorithm Selection Approaches on Black-Box Optimization Problems.
Proceedings of the Companion Proceedings of the Conference on Genetic and Evolutionary Computation, 2023

Using Knowledge Graphs for Performance Prediction of Modular Optimization Algorithms.
Proceedings of the Applications of Evolutionary Computation - 26th European Conference, 2023

PS-AAS: Portfolio Selection for Automated Algorithm Selection in Black-Box Optimization.
Proceedings of the International Conference on Automated Machine Learning, 2023

2022
Less is more: Selecting the right benchmarking set of data for time series classification.
Expert Syst. Appl., 2022

FAIRification of MLC data.
CoRR, 2022

Discover the Mysteries of the Maya: Selected Contributions from the Machine Learning Challenge & The Discovery Challenge Workshop at ECML PKDD 2021.
CoRR, 2022

Explainable Model-specific Algorithm Selection for Multi-Label Classification.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2022

Per-run Algorithm Selection with Warm-Starting Using Trajectory-Based Features.
Proceedings of the Parallel Problem Solving from Nature - PPSN XVII, 2022

The importance of landscape features for performance prediction of modular CMA-ES variants.
Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Boston, Massachusetts, USA, July 9, 2022

Trajectory-based Algorithm Selection with Warm-starting.
Proceedings of the IEEE Congress on Evolutionary Computation, 2022

2021
GalaxAI: Machine learning toolbox for interpretable analysis of spacecraft telemetry data.
CoRR, 2021

2020
Semantic Description of Data Mining Datasets: An Ontology-Based Annotation Schema.
Proceedings of the Discovery Science - 23rd International Conference, 2020

2019
Towards reusable process-based models of dynamical systems: A case study in the domain of aquatic ecosystems.
Proceedings of the 42nd International Convention on Information and Communication Technology, 2019

Neurodegenerative Disease Data Ontology.
Proceedings of the Discovery Science - 22nd International Conference, 2019


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