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72. 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... |
73. 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) |
74. 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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77. 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) |
78. Comparative study of first order optimizers for image classification using convolutional neural networks on histopathology imagesIbrahem Kandel, Mauro Castelli, Aleš Popovič, 2020, original scientific article Keywords: image classification, convolutional neural networks, deep learning, medical images, transfer learning, optimizers, neuroscience Full text (file, 573,18 KB) This document has more files! More... |
79. Recovery of superquadric parameters from depth images using deep learningTim Oblak, 2020, master's thesis Keywords: superquadrics, parametric models, reconstruction, 3D, deep learning, convolutional neural networks, CNN, parameter recovery Full text (file, 8,69 MB) |
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