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Scientific journal of the
theoretical and applied
The News of Altai State University
Print ISSN 1561-9443
On-line ISSN 1561-9451
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Content of 1-1(77) 2013
Management, Computer Facilities and Computer Science
Mathematics and Mechanics
Mathematics and Mechanics

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A. V. Kaygorodov

Mathematical Models for Dynamic Processes Recognition with Limited Computational Resources

This article touches main problems of dynamic processes recognition, and also analyzes and adapts some of recognition methods for using in limited computing resources. Investigated mathematic models (support vector machine and hidden Markov model) were adapted for applying in gesture recognition by devices with accelerometer.
Key words: рattern recognition, gestures, machine learning, support vector machine, hidden Markov model, optimization.

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