41. Advanced PV performance modelling based on different levels of irradiance data accuracyJulián Andrés Ascencio Vásquez, Jakob Bevc, Kristjan Reba, Kristijan Brecl, Marko Jankovec, Marko Topič, 2020, original scientific article Keywords: PV performance modelling, data filtering, PV systems, machine learning, lightGBM Full text (file, 5,05 MB) This document has more files! More... |
42. Analysis of command and control connections using machine learning algorithmsJAKOB PREMRN, 2020, master's thesis/paper Keywords: machine learning, imbalanced dataset, command and control, C2, C&C, Zeek, Random forest, Decision tree Full text (file, 4,92 MB) |
43. Forecasting electricity pricesMauro Castelli, Aleš Groznik, Aleš Popovič, 2020, original scientific article Keywords: energetics, price, informatics, energy sector, electricity prices, forecasting, machine learning, geometric semantic, based programming Full text (file, 2,00 MB) This document has more files! More... |
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46. Search for type-III seesaw heavy leptons with the ATLAS detector at the LHCTadej Novak, 2020, doctoral dissertation Keywords: seesaw mechanism, type-III seesaw, fermion triplet, machine learning, boosted decision trees, neural networks, ATLAS, CERN, LHC Run 2, dilepton, two jets, missing transverse energy Full text (file, 6,47 MB) |
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48. Condition classification of heating systems valves based on acoustic features and machine learningPrimož Potočnik, Borja Olmos Lopez-Roso, Lučka Vodopivec, Egon Susič, Edvard Govekar, 2020, original scientific article Keywords: valves, district heating, acoustic features, feature selection, classification, machine learning Full text (file, 1,76 MB) This document has more files! More... |
49. Preference elicitation with argument-based machine learningJure Grabnar, 2020, master's thesis Keywords: knowledge acquisition, preference elicitation, argument-based machine learning, convolutional neural networks, weakly supervised object localization, transfer learning, online dating Full text (file, 21,57 MB) |
50. Machine-learning-based multi-step heat demand forecasting in a district heating systemPrimož Potočnik, Primož Škerl, Edvard Govekar, 2021, original scientific article Keywords: district heating, heat demand, short-term forecasting, machine learning, Gaussian process regression Full text (file, 1,98 MB) This document has more files! More... |