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License Agreement on scientific materials use.
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MOBILE DECIDING RULES WITH MACHINE LEARNING IN THE CLOUD
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Anton Andreevich Khodorchenko
Novosibirsk State University
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Submitted:
June 1, 2015
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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.
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Key words and phrases:
машинное обучение
модель принятия решений
PMML
распределенные вычисления
облачные вычисления
мобильное устройство
machine learning
decision-making model
distributed computing
cloud computing
mobile device
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References:
- Загоруйко Н. Г. Прикладные методы анализа данных и знаний. Новосибирск: Изд. ИМ СО РАН, 1999. 273 с.
- Larose D. T. Discovering Knowledge in Data: An Introduction to Data Mining. John Wiley & Sons, Inc., 2005.
- 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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