A FORECASTING MODEL ON THE BASIS OF A FUZZY LEARNING SET

A problem of constructing a numeric forecasting evaluator on the basis of a fuzzy learning set is considered. The stated general problem is connected to the definition of the missing fuzzy vector co-ordinates and their evaluation. The general formulation is divided into two tasks: to build a method...

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Main Authors:	Yu. O. German, O. V. German
Format:	Article
Language:	Russian
Published:	Educational institution «Belarusian State University of Informatics and Radioelectronics» 2019-06-01
Series:	Doklady Belorusskogo gosudarstvennogo universiteta informatiki i radioèlektroniki
Subjects:	fuzzy learning set membership measure function classification forecasting
Online Access:	https://doklady.bsuir.by/jour/article/view/679

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spelling	doaj-4aae64dc75f64bb6a7eda7ec2c1285e12021-07-28T16:19:52ZrusEducational institution «Belarusian State University of Informatics and Radioelectronics»Doklady Belorusskogo gosudarstvennogo universiteta informatiki i radioèlektroniki1729-76482019-06-01051823678A FORECASTING MODEL ON THE BASIS OF A FUZZY LEARNING SETYu. O. German0O. V. German1Белорусский государственный университет информатики и радиоэлектроникиБелорусский государственный университет информатики и радиоэлектроникиA problem of constructing a numeric forecasting evaluator on the basis of a fuzzy learning set is considered. The stated general problem is connected to the definition of the missing fuzzy vector co-ordinates and their evaluation. The general formulation is divided into two tasks: to build a method producing missing fuzzy forecasting values with expected value of a fuzzy measure and forecasting quality estimation. The given mathematical backgrounds are based on the model of a multidimensional crisp classifier and its usage for the fuzzy measure definition with the following evaluation on the basis of the fuzzy vectors probabilities by R. Yager.https://doklady.bsuir.by/jour/article/view/679fuzzy learning setmembership measure functionclassificationforecasting
collection	DOAJ
language	Russian
format	Article
sources	DOAJ
author	Yu. O. German O. V. German
spellingShingle	Yu. O. German O. V. German A FORECASTING MODEL ON THE BASIS OF A FUZZY LEARNING SET Doklady Belorusskogo gosudarstvennogo universiteta informatiki i radioèlektroniki fuzzy learning set membership measure function classification forecasting
author_facet	Yu. O. German O. V. German
author_sort	Yu. O. German
title	A FORECASTING MODEL ON THE BASIS OF A FUZZY LEARNING SET
title_short	A FORECASTING MODEL ON THE BASIS OF A FUZZY LEARNING SET
title_full	A FORECASTING MODEL ON THE BASIS OF A FUZZY LEARNING SET
title_fullStr	A FORECASTING MODEL ON THE BASIS OF A FUZZY LEARNING SET
title_full_unstemmed	A FORECASTING MODEL ON THE BASIS OF A FUZZY LEARNING SET
title_sort	forecasting model on the basis of a fuzzy learning set
publisher	Educational institution «Belarusian State University of Informatics and Radioelectronics»
series	Doklady Belorusskogo gosudarstvennogo universiteta informatiki i radioèlektroniki
issn	1729-7648
publishDate	2019-06-01
description	A problem of constructing a numeric forecasting evaluator on the basis of a fuzzy learning set is considered. The stated general problem is connected to the definition of the missing fuzzy vector co-ordinates and their evaluation. The general formulation is divided into two tasks: to build a method producing missing fuzzy forecasting values with expected value of a fuzzy measure and forecasting quality estimation. The given mathematical backgrounds are based on the model of a multidimensional crisp classifier and its usage for the fuzzy measure definition with the following evaluation on the basis of the fuzzy vectors probabilities by R. Yager.
topic	fuzzy learning set membership measure function classification forecasting
url	https://doklady.bsuir.by/jour/article/view/679
work_keys_str_mv	AT yuogerman aforecastingmodelonthebasisofafuzzylearningset AT ovgerman aforecastingmodelonthebasisofafuzzylearningset AT yuogerman forecastingmodelonthebasisofafuzzylearningset AT ovgerman forecastingmodelonthebasisofafuzzylearningset
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A FORECASTING MODEL ON THE BASIS OF A FUZZY LEARNING SET

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