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X
Džeroski, Sašo
39  Ergebnisse:
Buchkapitel (Online) X
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1

Using Knowledge Graphs for Performance Prediction of Modula..:

, In: Applications of Evolutionary Computation; Lecture Notes in Computer Science,
Kostovska, Ana ; Vermetten, Diederick ; Džeroski, Sašo... - p. 253-268 , 2023
Link: https://doi.org/10.1007/..
 
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2

Comparing Algorithm Selection Approaches on Black-Box Optim..:

, In: Proceedings of the Companion Conference on Genetic and Evolutionary Computation,
Kostovska, Ana ; Jankovic, Anja ; Vermetten, Diederick... - p. 495-498 , 2023
Link: https://dl.acm.org/doi/1..
 
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3

Aging and rejuvenating strategies for fading windows in mul..:

, In: Proceedings of the 38th ACM/SIGAPP Symposium on Applied Computing,
Roseberry, Martha ; Dzeroski, Saso ; Bifet, Albert. - p. 390-397 , 2023
Link: https://dl.acm.org/doi/1..
 
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4

iSOUP-SymRF: Symbolic Feature Ranking with Random Forests i..:

, In: Discovery Science; Lecture Notes in Computer Science,
Osojnik, Aljaž ; Panov, Panče ; Džeroski, Sašo - p. 48-63 , 2023
Link: https://doi.org/10.1007/..
 
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5

Algorithm Instance Footprint: Separating Easily Solvable an..:

, In: Proceedings of the Genetic and Evolutionary Computation Conference,
Nikolikj, Ana ; Džeroski, Sašo ; Muñoz, Mario Andrés... - p. 529-537 , 2023
Link: https://dl.acm.org/doi/1..
 
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6

Explainable Model-specific Algorithm Selection for Multi-La..:

, In: 2022 IEEE Symposium Series on Computational Intelligence (SSCI),
Kostovska, Ana ; Doerr, Carola ; Dzeroski, Saso... - p. 39-46 , 2022
Link: https://doi.org/10.1109/..
 
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7

The importance of landscape features for performance predic..:

, In: Proceedings of the Genetic and Evolutionary Computation Conference,
Kostovska, Ana ; Vermetten, Diederick ; Džeroski, Sašo... - p. 648-656 , 2022
Link: https://dl.acm.org/doi/1..
 
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8

Modeling the Association Between Prenatal Exposure to Mercu..:

, In: Communications in Computer and Information Science; ICT Innovations 2021. Digital Transformation,
Popov, Stefan ; Tratnik, Janja Snoj ; Breskvar, Martin... - p. 85-97 , 2022
Link: https://doi.org/10.1007/..
 
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9

Discovery of Differential Equations Using Probabilistic Gra..:

, In: Discovery Science; Lecture Notes in Computer Science,
Gec, Boštjan ; Omejc, Nina ; Brence, Jure.. - p. 22-31 , 2022
Link: https://doi.org/10.1007/..
 
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10

Unsupervised Feature Ranking via Attribute Networks:

, In: Discovery Science; Lecture Notes in Computer Science,
Primožič, Urh ; Škrlj, Blaž ; Džeroski, Sašo. - p. 334-343 , 2021
Link: https://doi.org/10.1007/..
 
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11

GalaxAI: Machine learning toolbox for interpretable analysi..:

, In: 2021 IEEE 8th International Conference on Space Mission Challenges for Information Technology (SMC-IT),
Kostovska, Ana ; Petkovic, Matej ; Stepisnik, Tomaz... - p. 44-52 , 2021
Link: https://doi.org/10.1109/..
 
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12

OPTION : optimization algorithm benchmarking ontology:

, In: Proceedings of the Genetic and Evolutionary Computation Conference Companion,
Kostovska, Ana ; Vermetten, Diederick ; Doerr, Carola... - p. 239-240 , 2021
Link: https://dl.acm.org/doi/1..
 
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13

Learning Surrogates of a Radiative Transfer Model for the S..:

, In: Discovery Science; Lecture Notes in Computer Science,
Brence, Jure ; Tanevski, Jovan ; Adams, Jennifer.. - p. 217-230 , 2020
Link: https://doi.org/10.1007/..
 
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14

Estimating the Importance of Relational Features by Using G..:

, In: Lecture Notes in Computer Science; Foundations of Intelligent Systems,
Petković, Matej ; Ceci, Michelangelo ; Kersting, Kristian. - p. 362-371 , 2020
Link: https://doi.org/10.1007/..
 
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15

Semantic Description of Data Mining Datasets: An Ontology-B..:

, In: Discovery Science; Lecture Notes in Computer Science,
Kostovska, Ana ; Džeroski, Sašo ; Panov, Panče - p. 140-155 , 2020
Link: https://doi.org/10.1007/..
 
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