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@article{54981, author = {Vochozka, Marek and Horák, Jakub and Krulický, Tomáš}, article_location = {Sumy, Ukrajina}, article_number = {2}, keywords = {Statistica software; Malab software; stock price development; neural networks; prediction}, language = {eng}, issn = {2218-4511}, journal = {Marketing and Management of Innovations}, title = {Innovations in management forecast: Time development of stock prices with neural networks}, url = {https://mmi.fem.sumdu.edu.ua/sites/default/files/392-2020_Vochozka_et%20al.pdf}, volume = {2020}, year = {2020} }
TY - JOUR ID - 54981 AU - Vochozka, Marek - Horák, Jakub - Krulický, Tomáš PY - 2020 TI - Innovations in management forecast: Time development of stock prices with neural networks JF - Marketing and Management of Innovations VL - 2020 IS - 2 SP - 324-339 EP - 324-339 PB - Sumy State University SN - 22184511 KW - Statistica software KW - Malab software KW - stock price development KW - neural networks KW - prediction UR - https://mmi.fem.sumdu.edu.ua/sites/default/files/392-2020_Vochozka_et%20al.pdf L2 - https://mmi.fem.sumdu.edu.ua/sites/default/files/392-2020_Vochozka_et%20al.pdf N2 - This paper aims to innovate the prediction management when predicting the share price development over time by the use of neural networks. For the contribution, the data on the prices of CEZ, a.s. shares obtained from the Prague Stock Exchange database. The stock price data are available for the period 2012-2017. In the case of Statistica software, the multilayer perceptron networks (MLP) and the radial basis function networks (RBF) are generated. Inthe case of Matlab software, the Support Vector Regression (SVR) and the Back-Propagation Neural Network (BPNN) are generated. The networks with the best characteristics are retained and based on the statistical interpretation of the results, and all are applicable in practice. ER -
VOCHOZKA, Marek, Jakub HORÁK a Tomáš KRULICKÝ. Innovations in management forecast: Time development of stock prices with neural networks. \textit{Marketing and Management of Innovations}. Sumy, Ukrajina: Sumy State University, roč.~2020, č.~2, s.~324-339. ISSN~2218-4511. 2020.
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