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Application of Intellectual DSS to Medium-Term Forecasting of the Sea Ice Area in the Northern Hemisphere

Author

Listed:
  • Oleg Bukharov

    (National Research University, Russia)

  • Dmitry Bogolyubov

    (National Research University, Russia)

  • Valery Fedorov

    (Moscow State University, Russia)

  • Pavel Grebennikov

    (Moscow State University, Russia)

Abstract

The paper is devoted to the description of a new multi-purpose intellectual decision support system. We present the algorithms used and the results achieved in applying the system to analyzing and forecasting the sea ice area in the Northern Hemisphere. The impact of solar radiation on the changes in the sea ice area was confirmed. Application of interval neural nets to medium-term forecasting of sea ice area changes was justified.

Suggested Citation

  • Oleg Bukharov & Dmitry Bogolyubov & Valery Fedorov & Pavel Grebennikov, 2015. "Application of Intellectual DSS to Medium-Term Forecasting of the Sea Ice Area in the Northern Hemisphere," Managing Intellectual Capital and Innovation for Sustainable and Inclusive Society: Managing Intellectual Capital and Innovation; Proceedings of the MakeLearn and TIIM Joint International Conference 2,, ToKnowPress.
    • Handle: RePEc:tkp:mklp15:251-256
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