Algebraic methods for solving recognition problems with non-crossing classes

Algebraic methods for solving recognition problems with non-crossing classes

In this paper, we propose to consider various models of pattern recognition. At the same time, it is proposed to consider models in the form of two operators: a recognizing operator and a decision rule. Algebraic operations are introduced on recognizing operators, and based on the application of the...

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Veröffentlicht in:arXiv.org 2024-02
Hauptverfasser: Kabulov, Anvar, Babadzhanov, Alimdzhan, Saymanov, Islambek
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Algebra
Algorithms
Operators
Pattern recognition
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Saymanov, Islambek
description In this paper, we propose to consider various models of pattern recognition. At the same time, it is proposed to consider models in the form of two operators: a recognizing operator and a decision rule. Algebraic operations are introduced on recognizing operators, and based on the application of these operators, a family of recognizing algorithms is created. An upper estimate is constructed for the model, which guarantees the completeness of the extension.
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subjects Algebra
Algorithms
Operators
Pattern recognition
title Algebraic methods for solving recognition problems with non-crossing classes
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