DVOŘÁKOVÁ, Lenka and Marek VOCHOZKA. Vykorystannja nejronnych merež dlja prognozuvannja rozvytku kompaniji (Application of neural networks to prediction of company future development). Matematyčne modeljuvannja v ekonomici. Kijev: Nacional’na akademija nauk Ukrajiny Kijiv, 2015, Neuveden, No 3, p. 5-12. ISSN 2409-8876. |
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@article{30221, author = {Dvořáková, Lenka and Vochozka, Marek}, article_location = {Kijev}, article_number = {3}, keywords = {Neural networks; Multi-Layered Perceptron; Imperialistic Competition Algorithm; Kohonen Self-Organizing Map; Prediction; Bankruptcy}, language = {eng}, issn = {2409-8876}, journal = {Matematyčne modeljuvannja v ekonomici}, title = {Vykorystannja nejronnych merež dlja prognozuvannja rozvytku kompaniji}, volume = {Neuveden}, year = {2015} }
TY - JOUR ID - 30221 AU - Dvořáková, Lenka - Vochozka, Marek PY - 2015 TI - Vykorystannja nejronnych merež dlja prognozuvannja rozvytku kompaniji JF - Matematyčne modeljuvannja v ekonomici VL - Neuveden IS - 3 SP - 5-12 EP - 5-12 PB - Nacional’na akademija nauk Ukrajiny Kijiv SN - 24098876 KW - Neural networks KW - Multi-Layered Perceptron KW - Imperialistic Competition Algorithm KW - Kohonen Self-Organizing Map KW - Prediction KW - Bankruptcy N2 - Application of neural networks to prediction of company future development is much more conceivable now than before. Exploitation of data is one of the most important parts of possible prediction of company development. There are a lot of possibilities how to apply such data and what particular neural network to chose. Development of neural networks dates from 1943 when Perceptron was described and a lot of neural networks have been developed since then. New hybrid neural networks, which are often more accurate than only single-layer and multi-layer networks are being developed even now. The way how they can learn and assess data is substantial for their application in economy. ER -
DVOŘÁKOVÁ, Lenka and Marek VOCHOZKA. Vykorystannja nejronnych merež dlja prognozuvannja rozvytku kompaniji (Application of neural networks to prediction of company future development). \textit{Matematyčne modeljuvannja v ekonomici}. Kijev: Nacional’na akademija nauk Ukrajiny Kijiv, 2015, Neuveden, No~3, p.~5-12. ISSN~2409-8876.
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