81. Cross-lingual word embeddings for knowledge transfer in less-represented languagesTadej Škvorc, 2022, doktorska disertacija Ključne besede: natural language processing, deep learning, neural networks, machine learning, text embeddings, knowledge transfer, idiom detection, conference scheduling, multilingual embeddings, contextual embeddings Celotno besedilo (datoteka, 1,21 MB) |
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83. Predicting Bitcoin’s volatilityJan Pristovnik, 2022, magistrsko delo Ključne besede: volatility, forecasting, time series, cryptocurrency, time-series analysis, machine learning, recurrent neural networks, LSTM Celotno besedilo (datoteka, 10,26 MB) |
84. Deep learning in neuroimaging data analysisLev Kiar Avberšek, Grega Repovš, 2022, izvirni znanstveni članek Ključne besede: artificial intelligence, machine learning, deep learning, neuroimaging, neuroscience, data analysis, computational models, cognitive processes, learning, neural networks Celotno besedilo (datoteka, 2,23 MB) Gradivo ima več datotek! Več... |
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86. To BAN or not to BANKristian Miok, Blaž Škrlj, Daniela Zaharie, Marko Robnik Šikonja, 2022, izvirni znanstveni članek Ključne besede: 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 Celotno besedilo (datoteka, 3,06 MB) Gradivo ima več datotek! Več... |
87. 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, izvirni znanstveni članek Ključne besede: machine learning, plasticizer, PVC, IR spectroscopy, historical objects, analytical chemistry, computational methods, infrared spectroscopy, polymer chemistry Celotno besedilo (datoteka, 2,36 MB) Gradivo ima več datotek! Več... |
88. Electricity price modelling and the role of new developments in electricity marketsMarko Halužan, 2023, doktorska disertacija Ključne besede: EU, energetics, electricity, market, price, models, regulation, economic forecasting, machine learning, renewable energy resources, cases Celotno besedilo (povezava drugam) |
89. A comparison of click-through rate prediction models in real-time-biddingAnže Alič, 2023, magistrsko delo Ključne besede: artificial intelligence, machine learning, click-through rate prediction, real-time bidding, incremental learning, big data, demand-side platform Celotno besedilo (datoteka, 1,51 MB) |
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