21. 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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23. A comparison of the efficiency of modern machine learning methods for predictive modelling of customer lifetime valueDavor Hafnar, 2020, master's thesis Keywords: informatics, information technology, information systems, customer relationship, consumer, products, measurements, models, satisfaction, economic forecasting Full text (outside link) |
24. An empirical investigation of forecasting stock market volatility with support vector machinesCheng Yao, 2020, master's thesis Keywords: capital market, shares, stock exchange, trading, economic forecasting, evaluation, models, vector analysis, computer application Full text (outside link) |
25. Machine-learning-based multi-step heat demand forecasting in a district heating systemPrimož Potočnik, Primož Škerl, Edvard Govekar, 2021, original scientific article Keywords: district heating, heat demand, short-term forecasting, machine learning, Gaussian process regression Full text (file, 1,98 MB) This document has more files! More... |
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27. Failure modes and life prediction model for high-speed bearings in a through-flow universal motorBlaž Benedik, Janez Rihtaršič, Janez Povh, Jože Tavčar, 2021, original scientific article Keywords: bearing life forecasting, bearing failure modes, through-flow universal motor, vacuum cleaner motor, grease deterioration, Weibull probability function, censored data, linear regression Full text (file, 4,75 MB) This document has more files! More... |
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29. Forecasting the daily maximal and minimal temperatures from radiosonde measurements using neural networksGregor Skok, Doruntina Hoxha, Žiga Zaplotnik, 2021, original scientific article Keywords: machine learning, neural networks, weather forecasting, air temperature, climatology, radiosonde measurements, prediction, maximum temperature, minimum temperature, explainable AI Full text (file, 3,06 MB) This document has more files! More... |
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