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2014, № 9 (170)



Ishakova E.N., Zubkova T.M. MATHEMATICAL AND ALGORITHMIC PROVIDING OF RISKS FORECASTING ON THE BASIS KOKHONEN'S NEURAL NETWORKIn article the mathematical and algorithmic model of forecasting of risks with application of artificial neural networks on the example of educational process is considered. Self-organization cards (Kokhonen's network) are taken as a basis of model with use of a method main a component at various options of training.Key words: neural networks, Kokhonen's network, method main component, forecasting of risks.

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References:

1. Beck, U. Risk Society. Toward a New Modernity [Text] / U. Beсk. — М.: Progress-Tradition, 2000. — 384 p.

2. Ishakova, E.N. Methodical elements of identification and the analysis of risks of vocational training of the future software engineers / E.N. Ishakova, Zh.G. Piskunova // Intelligence. Innovations. Investments. — 2012. — №2. — P. 142–145.

3. Abramova, I.G. Theory of pedagogical risk [Text]: The dissertation author's abstract … doctors of pedagogical sciences / I.G. Abramova. — SPb., 1996. — 36 p.

4. Golovachev, S.S. Use of artificial neural networks for forecasting of the American stock market in the period of crisis [Electronic resource] / S.S. Golovachev // Management of economic systems: Electronic scientific magazine. — 2012. — No.11(47). — Access mode: http://www.uecs.ru/uecs-47-472012. — Access date: 25.01.2014.

5. Kruglov, V.V. Artificial neural networks: Theory and practice / V.V. Kruglov, V.V. Borisov. — M.: The hot line. — The Telecom, 2002. — 382 p.

6. Kohonen, Т. The self-organizing mар / T. Kohonen // Proceedings of the Institute of Electrical and Electronics Engineers. — 1990. — V.78. — P. 1464–1480.

7. Khaykin, S. Neural networks: full course, 2nd edition: Translation from English — M.: Publishing house Williams, 2006. — 1104 p.

8. Jolliffe, I.T. Principal Component Analysis / I.T. Jolliffe. — New York: Springer-Verlag, 2002. — 489 p.


About this article

Authors: Ishakova E.N., Zubkova T.M.

Year: 2014


Editor-in-chief
Sergey Aleksandrovich
MIROSHNIKOV

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