Work

Determination of Informative Features Based on the Criteria of Positive Type

Year: 2020

Type: article

Abstract: Currently, pattern recognition systems are widely used to solve practical problems. The choice of criterion in pattern recognition problems is fundamental. The choice of informative features depends on the criterion of informativeness. A single criterion has not been developed to select a set of informative features. Therefore, the criterion is selected from the formulation of a practical problem. For each selected criterion, it is necessary to develop special methods and algorithms. For homogeneous criteria, there is no single method.A new method and algorithm for determining sets of informative features based on generalized criteria of a positive order is proposed in this work.

Source: International Journal of Innovative Technology and Exploring Engineering

DOI: 10.35940/ijitee.b6369.019320

Authors: Mamatov Narzillo*, Niyozmatova Nilufar, Samijonov Abdurashid, Rahmonov Erkin, Abdurakhmonov Bakhromjon

Language: English

Topic: Face and Expression Recognition

Subfield: Computer Vision and Pattern Recognition

Field: Computer Science

Domain: Physical Sciences

Open Access status: diamond

OpenAlex ID: W4238874490

FWCI:

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