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- Article name
- Analytical research of problems of pattern recognition in space of uninformative signs
- Authors
- Lozhnikov P. S., , lozhnikov@gmail.com, Omsk State Technical University, Omsk, Russia
Sulavko A. E., , sulavich@mail.ru, Omsk State Technical University, Omsk, Russia
- Keywords
- pattern recognition / uninformative signs / decision-making methods / identification / space of attributes / separating hyperplane
- Year
- 2014 Issue 2 Pages 11 - 18
- Code EDN
- Code DOI
- Abstract
- One of the main problems of pattern recognition in many of important applications is the availability to recognize objects using only classification attributes that contains small portions of information. As a result, to use such applications in practice is not quite acceptable because of low estimation of reliability of recognition decisions. The paper presents common results achieved in the field of classification in the space of uninformative signs, the main tasks that is necessary to solve to implement quality improvements in this area, and formulated a general approach to a possible solution of these tasks.
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