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14. Besedni vektorji in konvolucijske nevronske mreže za analizo sentimenta finančnih poročilLuka Zaplotnik, 2016, master's thesis Keywords: finančna matematika, strojno učenje, nevronske mreže, besedni vektorji, word2vec, konvolucijske nevronske mreže, analiza sentimenta, tekstovno rudarjenje, klasifikacija, napovedovanje delniških donosov, 10-Q finančna poročila, 8-K finančna poročila Full text (file, 1,96 MB) |
15. Procesi razvejanjaLuka Zaplotnik, 2012, undergraduate thesis Keywords: matematika, proces razvejanja, Galton-Watsonov proces, verjetnost izumrtja, rodovna funkcija, limitni izreki, markovske verige Full text (file, 489,18 KB) |
16. Recent Hadley circulation strengtheningŽiga Zaplotnik, Matic Pikovnik, Lina Boljka, 2022, original scientific article Keywords: meteorology, Hadley circulation, reanalysis, tropics, atmospheric circulation, streamfunction, North Atlantic Oscillation, Pacific decadal oscillation, sea surface temperature, reanalysis data, decadal variability, multidecadal variability, trends Full text (file, 3,04 MB) This document has more files! More... |
17. Forecasting the daily maximal and minimal temperatures from radiosonde measurements using neural networksGregor Skok, Doruntina Hoxha, Žiga Zaplotnik, 2021, original scientific article Keywords: machine learning, neural networks, weather forecasting, air temperature, climatology, radiosonde measurements, prediction, maximum temperature, minimum temperature, explainable AI Full text (file, 3,06 MB) This document has more files! More... |
18. Analiza sprememb intenzivnosti Hadleyjeve cirkulacijeMatic Pikovnik, 2021, master's thesis Keywords: Hadleyjeva cirkulacija, Hadleyjeva celica, tokovna funkcija, trend, variabilnost, reanalize, padavine Full text (file, 10,95 MB) |
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20. Coupling of the aerosols, moisture and winds in 4D-var data assimilation for Numerical Weather PredictionŽiga Zaplotnik, 2018, doctoral dissertation Keywords: wind tracing, 4D-Var, tropical data assimilation, adjoint adjustment, humidity control variable, nonlinearity, moisture observations, aerosols Full text (file, 31,83 MB) |