Name
Martirosov Vladimir Garrievich
Scholastic degree
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Academic rank
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Honorary rank
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Organization, job position
Kuban State Agrarian University
Web site url
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Articles count: 1
The creation of artificial intelligence systems is one
of important and perspective directions of
development of modern information technology. As
there are many alternatives to artificial intelligence
systems, there is a need to evaluate mathematical
models of these systems. In this work, we consider a
solution of the problem of identifying classes of
levels of pay of employees on their characteristics.
To achieve this goal, it requires free access to test
the source data and methodology, which will help to
convert the data into the form needed for work in
artificial intelligence systems. A good choice is the
databases from the site: http://allexcel.ru/gotovyetablitsy-excel-besplatno.
In this work, we have used
the database called "The database table of
employees, payments calculation". The most reliable
in this application was the model of the INF4 based
on semantic appropriate measure of information of
A. Kharkevich with integral criteria of "Amount of
knowledge". The accuracy of the model is 0.960,
which is much higher than the reliability of expert
evaluations, which is equal to about 70%. To assess
the reliability of the models in the ACS-analysis and
the system called "Eidos" we have used F-criterion
of van Ritbergen and fuzzy multiclass generalization
proposed by Professor E. V. Lutsenko