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: | , |
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| Format: | Article |
| Language: | Russian |
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Educational institution «Belarusian State University of Informatics and Radioelectronics»
2019-06-01
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| Series: | Doklady Belorusskogo gosudarstvennogo universiteta informatiki i radioèlektroniki |
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| Online Access: | https://doklady.bsuir.by/jour/article/view/679 |
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| _version_ | 1839567879554465792 |
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| author | Yu. O. German O. V. German |
| author_facet | Yu. O. German O. V. German |
| author_sort | Yu. O. German |
| collection | DOAJ |
| 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. |
| format | Article |
| id | doaj-art-4aae64dc75f64bb6a7eda7ec2c1285e1 |
| institution | Matheson Library |
| issn | 1729-7648 |
| language | Russian |
| publishDate | 2019-06-01 |
| publisher | Educational institution «Belarusian State University of Informatics and Radioelectronics» |
| record_format | Article |
| series | Doklady Belorusskogo gosudarstvennogo universiteta informatiki i radioèlektroniki |
| spelling | doaj-art-4aae64dc75f64bb6a7eda7ec2c1285e12025-08-04T17:38:17ZrusEducational 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 |
| 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 |
| title | 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_short | A FORECASTING MODEL ON THE BASIS OF A FUZZY LEARNING SET |
| title_sort | forecasting model on the basis of a fuzzy learning set |
| 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 |