11. Modeliranje dinamičnih sistemov z rudarjenjem podatkovnih tokovAljaž Osojnik, 2013, master's thesis Keywords: dinamični sistemi, strojno učenje, rudarjenje podatkovnih tokov, regresijska drevesa, modelna drevesa, opcijska drevesa, ansambli Full text (file, 2,59 MB) |
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13. Automated modelling of urban runoff based on domain knowledge and equation discoveryMatej Radinja, Mateja Škerjanec, Mojca Šraj, Sašo Džeroski, Ljupčo Todorovski, Nataša Atanasova, 2021, original scientific article Keywords: urban runoff, rainfall-runoff model, automated modelling, domain knowledge, equation discovery Full text (outside link) |
14. Design and simulation of stormwater control measures using automated modelingMatej Radinja, Mateja Škerjanec, Sašo Džeroski, Ljupčo Todorovski, Nataša Atanasova, 2021, original scientific article Keywords: stormwater control measures, rainfall-runoff model, automated modeling, domain knowledge, equation discovery, process-based modeling Full text (file, 39,75 MB) This document has more files! More... |
15. A multidisciplinary study of biodeteriorated Celje Ceiling, a tempera painting on canvasKatja Kavkler, Miha Humar, Davor Kržišnik, Martina Turk, Črtomir Tavzes, Cene Gostinčar, Sašo Džeroski, Stefan Popovic, Ana Penko, Nina Gunde-Cimerman, Polona Zalar, 2022, original scientific article Keywords: tempera painting, wood, environmental monitoring, amplicon sequencing, fungi, bacteria Full text (file, 9,51 MB) This document has more files! More... |
16. Data stream mining for predicting the thermal power consumption of the Mars Express spacecraftBozhidar Stevanoski, Dragi Kocev, Aljaž Osojnik, Ivica Dimitrovski, Sašo Džeroski, 2023, original scientific article Keywords: data streams, multi-target regression, online ensembles, spacecraft operations, thermal power consumption Full text (file, 1,82 MB) This document has more files! More... |
17. Dimensionally-consistent equation discovery through probabilistic attribute grammarsJure Brence, Sašo Džeroski, Ljupčo Todorovski, 2023, original scientific article Keywords: equation discovery, symbolic regression, dimensional analysis, units of measurement, background knowledge, background information, computational scientific discovery Full text (file, 887,67 KB) This document has more files! More... |
18. Efficient generator of mathematical expressions for symbolic regressionSebastian Mežnar, Sašo Džeroski, Ljupčo Todorovski, 2023, original scientific article Keywords: symbolic regression, equation discovery, generative models, variational autoencoders, evolutionary algorithms Full text (file, 2,26 MB) This document has more files! More... |
19. CLUSPLUSMatej Petković, Jurica Levatić, Dragi Kocev, Martin Breskvar, Sašo Džeroski, 2023, original scientific article Keywords: machine learning, multi-target regression, multi-label classification, decision trees, feature importance, semi-supervised learning, random forests Full text (file, 563,19 KB) This document has more files! More... |
20. Nelinearno modeliranje povezav med lesnimi branikami in okoljemJernej Jevšenak, 2019, doctoral dissertation Keywords: dendrokronologija, strojno učenje, primerjava metod, umetne nevronske mreže, modelna drevesa, regresijska drevesa, ansambelske metode Full text (file, 41,52 MB) |