Scientific journal

ISSN 1814-2400

INFORMATION SCIENCE AND CONTROL SYSTEMS

Karimov I. K., Mirzaev N. M., Radjabov S. S., Fazilov Sh. Kh.

MODEL OF RECOGNIZING OPERATORS BASED ON THE PRINCIPLE OF NEAREST NEIGHBOR IN CONDITION OF FEATURES’ CORRELATIONS

A new approach to building of recognizing operators on the base of features’ correlations’ estimates is considered. On the base of this approach and considering the principle of nearest neighbor the modification of the recognizing operators model is proposed.

Keywords: pattern recognition, model of recognizing operators, principle of nearest neighbor, features’ correlation, representative feature, preferred model of correlation.