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Št. zadetkov: 6
Towards a semantic repository of data mining and machine learning datasets
Ana Kostovska
Video in druga učna gradiva
Oznake: computer science;data mining;artificial intelligence
With the exponential growth of data in all areas of our lives, there is an increasing need of developing new approaches for effective data management. Namely, in the field of Data Mining (DM) and Knowledge Discovery in Databases (KDD), scientists often invest a lot of time and resources for collec- ...
Leto: 2018 Vir: videolectures.net
Quantifying individual and joint module impact in modular optimization frameworks
Ana Nikolikj, Ana Kostovska, Diederick Vermetten, Carola Doerr, Tome Eftimov
Objavljeni znanstveni prispevek na konferenci
Oznake: metapodatki;strojno učenje;meta-learning;single-objective optimization;module importance;
Leto: 2024 Vir: Institut Jožef Stefan (IJS)
Generalization ability of feature-based performance prediction models
Ana Nikolikj, Ana Kostovska, Gjorgjina Cenikj, Carola Doerr, Tome Eftimov
Objavljeni znanstveni prispevek na konferenci
Oznake: metapodatki;strojno učenje;meta-learning;single-objective optimization;module importance;
This study examines the generalization ability of algorithm performance prediction models across various bench-mark suites. Comparing the statistical similarity between the problem collections with the accuracy of performance prediction models that are based on exploratory landscape analysis feature ...
Leto: 2024 Vir: Institut Jožef Stefan (IJS)
Comparing algorithm selection approaches on black-box optimization problems
Ana Kostovska, Anja Janković, Diederick Vermetten, Sašo Džeroski, Tome Eftimov
Objavljeni znanstveni prispevek na konferenci
Oznake: algoritmi;optimizacija;računalniški sistemi;
Leto: 2023 Vir: Institut Jožef Stefan (IJS)
PS-AAS
Ana Kostovska, Gjorgjina Cenikj, Diederick Vermetten, Anja Janković, Ana Nikolikj, Urban Škvorc, Peter Korošec, Carola Doerr, Tome Eftimov
Objavljeni znanstveni prispevek na konferenci
Oznake: automated algorithm selection;portfolio selection;black box optimization;
Leto: 2023 Vir: Institut Jožef Stefan (IJS)
First "Elevator Pitch" session
Tanja Goršak , Gjorgi Peev , Neelakandan Marath Santhosh , Gordana Ispirova , Urša Tiringer , Apparao Gudimalla , Matic Poberžnik , Lea Udovč , Milka Ljoncheva , Ilin Tolovski , Lidija Strojnik , Ana Kostovska , Leja Rovan
Video in druga učna gradiva
Oznake: science;scientific research;biology;chemistry;computer science;mathematics;physics;technology;nanotechnology
Leto: 2018 Vir: videolectures.net
Št. zadetkov: 6
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