101. Advanced construction progress management with BEXEL ManagerIuri Gonçalves Rodrigues, 2022, master's thesis Keywords: civil engineering, master thesis, BIM, construction management, construction works, progress monitoring, earned value analysis, machine learning Full text (file, 7,04 MB) |
102. Cross-lingual word embeddings for knowledge transfer in less-represented languagesTadej Škvorc, 2022, doctoral dissertation Keywords: natural language processing, deep learning, neural networks, machine learning, text embeddings, knowledge transfer, idiom detection, conference scheduling, multilingual embeddings, contextual embeddings Full text (file, 1,21 MB) |
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104. 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) |
105. Deep learning in neuroimaging data analysisLev Kiar Avberšek, Grega Repovš, 2022, original scientific article Keywords: artificial intelligence, machine learning, deep learning, neuroimaging, neuroscience, data analysis, computational models, cognitive processes, learning, neural networks Full text (file, 2,23 MB) This document has more files! More... |
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107. To BAN or not to BANKristian Miok, Blaž Škrlj, Daniela Zaharie, Marko Robnik Šikonja, 2022, original scientific article Keywords: natural language processing, machine learning, transformer neural networks, Bayesian neural networks, BERT models, prediction uncertainty, reliability estimation, Monte Carlo dropout, Bayesian BERT, sentic computing, model calibration Full text (file, 3,06 MB) This document has more files! More... |
108. Thermal investigations on a CNC lathe fitted with a dynamically enhanced steel-reinforced epoxy granite bedMula Venkata Ramana, Thyla Pudukarai Ramaswamy, Elango Subramanian, Shanmugam Chinnuraj, 2023, original scientific article Keywords: precision machine tools, thermal error, steel reinforcement, epoxy granite Full text (file, 4,08 MB) This document has more files! More... |
109. Machine learning-assisted non-destructive plasticizer identification and quantification in historical PVC objects based on IR spectroscopyTjaša Rijavec, David Ribar, Jernej Markelj, Matija Strlič, Irena Kralj Cigić, 2022, original scientific article Keywords: machine learning, plasticizer, PVC, IR spectroscopy, historical objects, analytical chemistry, computational methods, infrared spectroscopy, polymer chemistry Full text (file, 2,36 MB) This document has more files! More... |
110. Electricity price modelling and the role of new developments in electricity marketsMarko Halužan, 2023, doctoral dissertation Keywords: EU, energetics, electricity, market, price, models, regulation, economic forecasting, machine learning, renewable energy resources, cases Full text (outside link) |