21. A comparison of the efficiency of modern machine learning methods for predictive modelling of customer lifetime valueDavor Hafnar, 2020, magistrsko delo Ključne besede: informatics, information technology, information systems, customer relationship, consumer, products, measurements, models, satisfaction, economic forecasting Celotno besedilo (povezava drugam) |
22. An empirical investigation of forecasting stock market volatility with support vector machinesCheng Yao, 2020, magistrsko delo Ključne besede: capital market, shares, stock exchange, trading, economic forecasting, evaluation, models, vector analysis, computer application Celotno besedilo (povezava drugam) |
23. Machine-learning-based multi-step heat demand forecasting in a district heating systemPrimož Potočnik, Primož Škerl, Edvard Govekar, 2021, izvirni znanstveni članek Ključne besede: district heating, heat demand, short-term forecasting, machine learning, Gaussian process regression Celotno besedilo (datoteka, 1,98 MB) Gradivo ima več datotek! Več... |
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25. Failure modes and life prediction model for high-speed bearings in a through-flow universal motorBlaž Benedik, Janez Rihtaršič, Janez Povh, Jože Tavčar, 2021, izvirni znanstveni članek Ključne besede: bearing life forecasting, bearing failure modes, through-flow universal motor, vacuum cleaner motor, grease deterioration, Weibull probability function, censored data, linear regression Celotno besedilo (datoteka, 4,75 MB) Gradivo ima več datotek! Več... |
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27. Forecasting the daily maximal and minimal temperatures from radiosonde measurements using neural networksGregor Skok, Doruntina Hoxha, Žiga Zaplotnik, 2021, izvirni znanstveni članek Ključne besede: machine learning, neural networks, weather forecasting, air temperature, climatology, radiosonde measurements, prediction, maximum temperature, minimum temperature, explainable AI Celotno besedilo (datoteka, 3,06 MB) Gradivo ima več datotek! Več... |
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30. The use of Merton’s credit risk model for credit scoring of private firmsKevin Knavs, 2022, magistrsko delo Ključne besede: Slovenia, private company, company performance, business efficiency, economic forecasting, models, shares, capital, debts, international comparisons, Germany Celotno besedilo (povezava drugam) |