STUDY OF AZERBAIJANI HAND-PRINTED CHARACTERS RECOGNITION SYSTEM BY NEW FEATURE CLASS AND SVM METHOD
Journal Title: İnformasiya Texnologiyaları Problemləri - Year 2018, Vol 18, Issue 2
Abstract
Although there are widely spread Latin scripts in Azerbaijani alphabet, intending special symbols and morphological content of the language requires individual approach for character recognition. In this paper, “soft” (close to human mind, constructed on base of characteristics used in alphabet learning) features and SVM for recognition of Azerbaijani hand-printed characters are used. For character classification, bootstrap resampling procedure of support vector machines is used. Results are compared with results of other feature classes and methods.
Authors and Affiliations
Keywords
Related Articles
- EP ID EP539322
- DOI 10.25045/jpit.v09.i2.11
- Views 118
- Downloads 0
Azerbaijan Technical University,
In this paper, the state of the art situation in the sphere of IT personnel implementation is considered on the basis of the monitoring results of supply and demand in IT-segment of Azerbaijan Labor Market. The problems,...
A MODEL FOR OPTIMAL PLANNING OF INFORMATION SECURITY INCIDENT RESPONSE OPERATIONS
The quick and adequate response to the handling of information security incidents is critical for ensuring business continuity. To handle such incidents, special CERT commands are required, but the cost of maintaining th...
"BIG DATA" ANALYTICS: AVAILABLE APPROACHES, PROBLEMS AND SOLUTIONS
The increased volume of data and demand for ad hoc analysis of data leads to the rise of one of the biggest problems of Big Data called Big Data analysis. This article studies the current problems and most frequently use...
FAKE STATEMENTS DETECTION WITH ENSEMBLE OF MACHINE LEARNING ALGORITHMS
The paper is devoted to an attempt of classifying statements made by public figures as true or false (fake). It is suggested to use the number of different machine learning techniques for that and uniting them to a singl...
АНАЛИЗ ТЕНДЕНЦИЙ РАЗВИТИЯ МЕТОДОВ МОНИТОРИНГА КОМПЬЮТЕРНЫХ СЕТЕЙ
Сегодня принятие эффективных решений по управлению компьютерными сетями (КС) невозможно без их мониторинга. Мониторинг различных показателей КС позволяет получить необходимую информацию об их состоянии. В работе рассматр...