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@inbook{68487, author = {Horák, Jakub and Machová, Veronika and Krulický, Tomáš and Vycheslavovna Mantulenko, Valentina}, address = {Neuveden}, booktitle = {Development of World Trade in the Context of the COVID-19 Pandemic}, keywords = {Economic crisis; Financial crisis; Covid-19; Energy; Food industry; World economy; Globalization; National markets; Export Import; Global trade; Russia; Czech Republic; Pandemic; Resources; Balance of trade; Engineering; Automotive industry}, howpublished = {elektronická verze "online"}, language = {eng}, location = {Neuveden}, isbn = {978-3-031-27259-2}, pages = {61-65}, publisher = {Springer Science and Business Media Deutschland GmbH}, title = {Methodology}, url = {https://link-springer-com.ezproxy.techlib.cz/chapter/10.1007/978-3-031-27257-8_5}, year = {2023} }
TY - CHAP ID - 68487 AU - Horák, Jakub - Machová, Veronika - Krulický, Tomáš - Vycheslavovna Mantulenko, Valentina PY - 2023 TI - Methodology VL - Neuveden PB - Springer Science and Business Media Deutschland GmbH CY - Neuveden SN - 9783031272592 KW - Economic crisis KW - Financial crisis KW - Covid-19 KW - Energy KW - Food industry KW - World economy KW - Globalization KW - National markets KW - Export Import KW - Global trade KW - Russia KW - Czech Republic KW - Pandemic KW - Resources KW - Balance of trade KW - Engineering KW - Automotive industry UR - https://link-springer-com.ezproxy.techlib.cz/chapter/10.1007/978-3-031-27257-8_5 N2 - Abstract The chapter that focuses on methodology describes the structure of the data that provide a background for the research. Specifically, these are monthly data concerning the volume of export, import, and balance of trade between Russia and the Czech Republic for a specific period, or more precisely, for more than 27 years. In addition to the specification of the data set, this chapter also describes the methods used and the process based on which the results are obtained. As the main tool, the method of artificial neural networks is used, specifically, the multilayer perceptron (MLP) as one of the most commonly used networks in practice, and one of the latest models of neural networks, a three-layer feedforward neural network RBF. ER -
HORÁK, Jakub, Veronika MACHOVÁ, Tomáš KRULICKÝ and Valentina VYCHESLAVOVNA MANTULENKO. Methodology. Online. In \textit{Development of World Trade in the Context of the COVID-19 Pandemic}. Neuveden: Springer Science and Business Media Deutschland GmbH, 2023, p.~61-65. ISBN~978-3-031-27259-2.
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