Analysis of the Development of Russian Regions to Refine the Regional Policy Using Neural Clustering Techniques

The article describes the current situation about support of the socio-economic development of backward Russian regions to reduce the differences between the regions. The authors show a lack of effectiveness of targeted funding programs developed on the basis of federal districts that combine region...

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Autores principales:	Mikhail Valeryevich Zaboev, Maria Petrovna Mazyarkina
Formato:	article
Lenguaje:	EN RU
Publicado:	North-West institute of management of the Russian Presidential Academy of National Economy and Public Administration 2018
Materias:	budget higher education region artificial neural network cluster self-organizing kohonen maps Political institutions and public administration (General) JF20-2112
Acceso en línea:	https://doaj.org/article/1a276d0ce91d4c14b20fbe3ead8c7076
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id	oai:doaj.org-article:1a276d0ce91d4c14b20fbe3ead8c7076
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spelling	oai:doaj.org-article:1a276d0ce91d4c14b20fbe3ead8c70762021-11-12T10:45:59ZAnalysis of the Development of Russian Regions to Refine the Regional Policy Using Neural Clustering Techniques1726-11391816-8590https://doaj.org/article/1a276d0ce91d4c14b20fbe3ead8c70762018-04-01T00:00:00Zhttps://www.acjournal.ru/jour/article/view/95https://doaj.org/toc/1726-1139https://doaj.org/toc/1816-8590The article describes the current situation about support of the socio-economic development of backward Russian regions to reduce the differences between the regions. The authors show a lack of effectiveness of targeted funding programs developed on the basis of federal districts that combine regions according to the territorial principle. An approach proposes to specify the parameters of the state programs of regional development using artificial neural networks to analyze the socioeconomic situation in the regions. In the article there is an example of using self-organizing maps for the study of the quality of higher education in Russian regions for adjusting programs of the development of regions.Mikhail Valeryevich ZaboevMaria Petrovna MazyarkinaNorth-West institute of management of the Russian Presidential Academy of National Economy and Public Administration articlebudgethigher educationregionartificial neural networkclusterself-organizing kohonen mapsPolitical institutions and public administration (General)JF20-2112ENRUУправленческое консультирование, Vol 0, Iss 5, Pp 98-105 (2018)
institution	DOAJ
collection	DOAJ
language	EN RU
topic	budget higher education region artificial neural network cluster self-organizing kohonen maps Political institutions and public administration (General) JF20-2112
spellingShingle	budget higher education region artificial neural network cluster self-organizing kohonen maps Political institutions and public administration (General) JF20-2112 Mikhail Valeryevich Zaboev Maria Petrovna Mazyarkina Analysis of the Development of Russian Regions to Refine the Regional Policy Using Neural Clustering Techniques
description	The article describes the current situation about support of the socio-economic development of backward Russian regions to reduce the differences between the regions. The authors show a lack of effectiveness of targeted funding programs developed on the basis of federal districts that combine regions according to the territorial principle. An approach proposes to specify the parameters of the state programs of regional development using artificial neural networks to analyze the socioeconomic situation in the regions. In the article there is an example of using self-organizing maps for the study of the quality of higher education in Russian regions for adjusting programs of the development of regions.
format	article
author	Mikhail Valeryevich Zaboev Maria Petrovna Mazyarkina
author_facet	Mikhail Valeryevich Zaboev Maria Petrovna Mazyarkina
author_sort	Mikhail Valeryevich Zaboev
title	Analysis of the Development of Russian Regions to Refine the Regional Policy Using Neural Clustering Techniques
title_short	Analysis of the Development of Russian Regions to Refine the Regional Policy Using Neural Clustering Techniques
title_full	Analysis of the Development of Russian Regions to Refine the Regional Policy Using Neural Clustering Techniques
title_fullStr	Analysis of the Development of Russian Regions to Refine the Regional Policy Using Neural Clustering Techniques
title_full_unstemmed	Analysis of the Development of Russian Regions to Refine the Regional Policy Using Neural Clustering Techniques
title_sort	analysis of the development of russian regions to refine the regional policy using neural clustering techniques
publisher	North-West institute of management of the Russian Presidential Academy of National Economy and Public Administration
publishDate	2018
url	https://doaj.org/article/1a276d0ce91d4c14b20fbe3ead8c7076
work_keys_str_mv	AT mikhailvaleryevichzaboev analysisofthedevelopmentofrussianregionstorefinetheregionalpolicyusingneuralclusteringtechniques AT mariapetrovnamazyarkina analysisofthedevelopmentofrussianregionstorefinetheregionalpolicyusingneuralclusteringtechniques
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Analysis of the Development of Russian Regions to Refine the Regional Policy Using Neural Clustering Techniques

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