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103. 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... |
104. 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... |
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106. Predicting Bitcoin’s volatilityJan Pristovnik, 2022, master's thesis/paper Keywords: volatility, forecasting, time series, cryptocurrency, time-series analysis, machine learning, recurrent neural networks, LSTM Full text (file, 10,26 MB) |
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108. Razvrščanje komitentov banke v skupineEva Deželak, 2023, master's thesis/paper Keywords: strojno učenje, razvrščanje v skupine, metoda k-tih voditeljev, metoda k-tih medoidov, indeks obrisov, Dunnov indeks, naključni gozd Full text (file, 1,52 MB) |
109. Avtomatsko določanje ustreznosti PSG-elektronskih tiskanih vezij z metodami strojnega učenjaSara Sovdat, 2023, master's thesis/paper Keywords: strojno učenje, neenakomerno porazdeljeni podatki, dvojiška klasifikacija, ADASYN, TPE, optimizacija, digitalizacija, avtomobilska industrija Full text (file, 3,34 MB) |
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