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Eftimov, Tome
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1

A cross-benchmark examination of feature-based algorithm se..:

Cenikj, Gjorgjina ; Petelin, Gašper ; Eftimov, Tome
Swarm and Evolutionary Computation.  87 (2024)  - p. 101534 , 2024
Link: https://doi.org/10.1016/..
 
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2

MsGEN: Measuring generalization of nutrient value predictio..:

Ispirova, Gordana ; Eftimov, Tome ; Džeroski, Sašo.
Expert Systems with Applications.  237 (2024)  - p. 121507 , 2024
Link: https://doi.org/10.1016/..
 
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3

NutriGreen image dataset: a collection of annotated nutriti..:

Drole, Jan ; Pravst, Igor ; Eftimov, Tome.
Frontiers in Nutrition.  11 (2024)  - p. , 2024
Link: https://doi.org/10.3389/..
 
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4

TinyTLA: Topological landscape analysis for optimization pr..:

Petelin, Gašper ; Cenikj, Gjorgjina ; Eftimov, Tome
Swarm and Evolutionary Computation.  84 (2024)  - p. 101448 , 2024
Link: https://doi.org/10.1016/..
 
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5

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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6

Analyzing the Generalizability of Automated Algorithm Selec..:

, In: 2023 IEEE Symposium Series on Computational Intelligence (SSCI),
Skvorc, Urban ; Eftimov, Tome ; Korosec, Peter - p. 335-340 , 2023
Link: https://doi.org/10.1109/..
 
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7

DynamoRep: Trajectory-Based Population Dynamics for Classif..:

, In: Proceedings of the Genetic and Evolutionary Computation Conference,
Cenikj, Gjorgjina ; Petelin, Gašper ; Doerr, Carola.. - p. 813-821 , 2023
Link: https://dl.acm.org/doi/1..
 
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8

Assessing the Generalizability of a Performance Predictive ..:

, In: Proceedings of the Companion Conference on Genetic and Evolutionary Computation,
Nikolikj, Ana ; Cenikj, Gjorgjina ; Ispirova, Gordana... - p. 311-314 , 2023
Link: https://dl.acm.org/doi/1..
 
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9

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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10

FooDis: A food-disease relation mining pipeline:

Cenikj, Gjorgjina ; Eftimov, Tome ; Koroušić Seljak, Barbara
Artificial Intelligence in Medicine.  142 (2023)  - p. 102586 , 2023
Link: https://doi.org/10.1016/..
 
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11

Towards understanding the importance of time-series feature..:

Petelin, Gašper ; Cenikj, Gjorgjina ; Eftimov, Tome
Expert Systems with Applications.  213 (2023)  - p. 119023 , 2023
Link: https://doi.org/10.1016/..
 
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12

Sensitivity Analysis of RF+clust for Leave-One-Problem-Out ..:

, In: 2023 IEEE Congress on Evolutionary Computation (CEC),
Nikolikj, Ana ; Pluhacek, Michal ; Doerr, Carola.. - p. 1-8 , 2023
Link: https://doi.org/10.1109/..
 
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13

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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14

From language models to large-scale food and biomedical kno..:

Cenikj, Gjorgjina ; Strojnik, Lidija ; Angelski, Risto...
Scientific Reports.  13 (2023)  1 - p. , 2023
Link: https://doi.org/10.1038/..
 
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15

OPTION: OPTImization Algorithm Benchmarking ONtology:

Kostovska, Ana ; Vermetten, Diederick ; Doerr, Carola...
IEEE Transactions on Evolutionary Computation.  27 (2023)  6 - p. 1618-1632 , 2023
Link: https://doi.org/10.1109/..
 
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