03005ntm a22005537a 4500 000300997 CZ-PrVSE 20151013231906.0 m d cr n|||||||||| 151013s2015 xr fsbm 000 0 eng d NEZPRACOVANÝ IMPORT ABA006 cze ABA006 ABA006 Ogrodnik, Radoslaw ISIS:110020 dis The Application of Neural Networks in Stock-Exchange Investing eng The Application of Neural Networks in Stock-Exchange Investing [elektronický zdroj] / Radoslaw Ogrodnik 2015 ?? s. : digital, PDF soubor Vedoucí práce: Tomáš Buus Diplomová práce (Ing.)—Vysoká škola ekonomická v Praze. Fakulta financí a účetnictví, 2015 Obsahuje bibliografii Textový (vysokoškolská kvalifikační práce) Rok obhajoby 2015 The experiment performed showed that predicting stock movements accurately with a neural networks is a very challenging task. Even obtaining low error in the training process, does not indicate that one will receive high quality predictions in the future. Similarly potential gain obtained be the network in the analysed period does not have to repeat in the next one. The reason behind, is that situations which occurred in the past, do not have to repeat. Moreover there are numerous factors that may influence index's future behaviour which simply cannot be even taken into account by an artificial model. However, even if it is difficult to create a network which would provide an output accurate enough to be used as an only indicator, neural networks are still an interesting tool and may perform well as a guidance for an investor. Způsob přístupu: Internet diplomové práce fd132022 czenas master's theses eczenas data generalization data overfitting neural network creation radial basis function multilayer perceptron stock-exchange forecasting artificial neural network market forecasting finance and accounting for common europe [obor dipl. práce] Buus, Tomáš, 1977- mzk2007411081 ths Poborský, František ISIS:15208 opn Vysoká škola ekonomická v Praze. Fakulta financí a účetnictví kn20010709398 https://isis.vse.cz/zp/53022/podrobnosti VŠKP v InSIS https://isis.vse.cz/zp/53022 Hlavní práce https://isis.vse.cz/zp/53022/posudek/vedouci Hodnocení vedoucího https://isis.vse.cz/zp/53022/posudek/oponent/44103 Oponentura https://isis.vse.cz/zp/53022/podrobnosti dc:identifier NEPOSILAT VSKP vse53022 151013 53022