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SOURCE:    Almanac of Modern Science and Education. Tambov: Gramota, 2015. № 7. P. 138-142.
SCIENTIFIC AREA:    Technical Sciences
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MOBILE DECIDING RULES WITH MACHINE LEARNING IN THE CLOUD

Khodorchenko Anton Andreevich
Novosibirsk State University


Abstract. The article discusses the remote method of creating decision-making models for the use on portable devices with the data channel. The delegation of computations for modeling enables getting benefit on portable devices, such as saving time, computational resources and energy inputs with little systemic constraints. Theoretical and practical comparisons with the method of local computing and the method of data cloud recognition are carried out.
Key words and phrases: машинное обучение, модель принятия решений, PMML, распределенные вычисления, облачные вычисления, мобильное устройство, machine learning, decision-making model, PMML, distributed computing, cloud computing, mobile device
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References:
  1. Zagoruiko N. G. Prikladnye metody analiza dannykh i znanii. Novosibirsk: Izd. IM SO RAN, 1999. 273 s.
  2. Larose D. T. Discovering Knowledge in Data: An Introduction to Data Mining. John Wiley & Sons, Inc., 2005.
  3. Zagoruiko N. G., Borisova I. A., Dyubanov V. V., Kutnenko O. A. Methods of Recognition Based on the Function of Rival Similarity // Pattern Recognition and Image Analysis. 2008. Vol. 18. № 1. P. 1-6.

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