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71. The nature of management frameworks
Marko Budler, Peter Trkman, 2019, original scientific article

Keywords: informatics, management, learning organization
Full text (file, 496,67 KB) This document has more files! More...

72. Advanced PV performance modelling based on different levels of irradiance data accuracy
Julián 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
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73. Analysis of command and control connections using machine learning algorithms
JAKOB 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 prices
Mauro Castelli, Aleš Groznik, Aleš Popovič, 2020, original scientific article

Keywords: energetics, price, informatics, energy sector, electricity prices, forecasting, machine learning, geometric semantic, based programming
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75. Superposition and compression of deep neutral networks
Marko Zeman, 2020, master's thesis

Keywords: Artificial Intelligence, Machine Learning, Deep Learning, Convolutional Neural Networks, Model Compression, Superposition of Models
Full text (file, 2,79 MB)

76. Assessing the Informativeness of Sensed Data for User Identification in IoT
Andraž Krašovec, 2020, master's thesis

Keywords: Internet of Things, Continuous Authentication, Machine learning
Full text (file, 34,26 MB)

77. Search for type-III seesaw heavy leptons with the ATLAS detector at the LHC
Tadej 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 images
Ibrahem Kandel, Mauro Castelli, Aleš Popovič, 2020, original scientific article

Keywords: image classification, convolutional neural networks, deep learning, medical images, transfer learning, optimizers, neuroscience
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79. Recovery of superquadric parameters from depth images using deep learning
Tim 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)

80. Multi-objective adjustment of remaining useful life predictions based on reinforcement learning
Dominik Kozjek, Andreja Malus, Rok Vrabič, 2020, published scientific conference contribution

Keywords: predictive maintainance, remaining useful life, reinforcement learning
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