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Comparing Algorithm Selection Approaches on Black-Box Optimization Problems.

A. Kostovska, A. Jankovic, D. Vermetten, S. Dzeroski, T. Eftimov, и C. Doerr. GECCO Companion, стр. 495-498. ACM, (2023)

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Lara Eftimov

Axel Tome

Eftim Eftimov

Lydia Tome

Thomas Tometzki

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FooDis: A food-disease relation mining pipeline.G. Cenikj, T. Eftimov, и B. Korousic-Seljak. Artif. Intell. Medicine, (августа 2023)OPTION: OPTImization Algorithm Benchmarking ONtology.A. Kostovska, D. Vermetten, C. Doerr, S. Dzeroski, P. Panov, и T. Eftimov. CoRR, (2022)Understanding the problem space in single-objective numerical optimization using exploratory landscape analysis.U. Skvorc, T. Eftimov, и P. Korosec. Appl. Soft Comput., (2020)On Statistical Analysis of MOEAs with Multiple Performance Indicators.H. Wang, C. Castellanos, и T. Eftimov. CoRR, (2020)Preface.C. Blum, T. Eftimov, и P. Korosec. Nat. Comput., 21 (2): 127-130 (2022)Improving Nevergrad's Algorithm Selection Wizard NGOpt Through Automated Algorithm Configuration.R. Trajanov, A. Nikolikj, G. Cenikj, F. Teytaud, M. Videau, O. Teytaud, T. Eftimov, M. López-Ibáñez, и C. Doerr. PPSN (1), том 13398 из Lecture Notes in Computer Science, стр. 18-31. Springer, (2022)Deep statistics: more robust performance statistics for single-objective optimization benchmarking.T. Eftimov, G. Petelin, R. Hribar, G. Popovski, U. Skvorc, и P. Korosec. GECCO Companion, стр. 5-6. ACM, (2020)A Framework for Evaluating Personalized Ranking Systems by Fusing Different Evaluation Measures.T. Eftimov, B. Paudel, G. Popovski, и D. Kocev. Big Data Res., (2021)Less is more: Selecting the right benchmarking set of data for time series classification.T. Eftimov, G. Petelin, G. Cenikj, A. Kostovska, G. Ispirova, P. Korosec, и J. Bogatinovski. Expert Syst. Appl., (2022)OPTION: OPTImization Algorithm Benchmarking ONtology.A. Kostovska, D. Vermetten, C. Doerr, S. Dzeroski, P. Panov, и T. Eftimov. IEEE Trans. Evol. Comput., 27 (6): 1618-1632 (декабря 2023)

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