Systems analysis models in the economic processes management : monograph

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dc.contributor.authorPonomarenko, Volodymyren_US
dc.contributor.authorKlebanova, Tamaraen_US
dc.contributor.authorCibakova, V.en_US
dc.contributor.authorZyma, O.en_US
dc.contributor.authorFilip, S.en_US
dc.contributor.authorBakurova, A.en_US
dc.contributor.authorBogachkova, L.en_US
dc.contributor.authorBurtnyak, I.en_US
dc.contributor.authorChernyak, O.en_US
dc.contributor.authorGorodnov, V.en_US
dc.contributor.authorGuryanova, Lidiiaen_US
dc.contributor.authorHryhoruk, P.en_US
dc.contributor.authorDanich, V.en_US
dc.contributor.authorIvanov, R.en_US
dc.contributor.authorKaminskyi, Andriien_US
dc.contributor.authorKhrushch, N.en_US
dc.contributor.authorKolbina, T.en_US
dc.contributor.authorLepa, R.en_US
dc.contributor.authorMatviychuk, A.en_US
dc.contributor.authorMints, A.en_US
dc.contributor.authorNikolaev, A.en_US
dc.contributor.authorPoluektova, N.en_US
dc.contributor.authorPorokhnya, V.en_US
dc.contributor.authorSoloviev, V.en_US
dc.contributor.authorTurlakova, S.en_US
dc.contributor.authorUstenko, S.en_US
dc.contributor.authorVitlinskyi, V.en_US
dc.contributor.authorArtemenko, L.en_US
dc.contributor.authorArtemenko, V.en_US
dc.contributor.authorChagovets, L.en_US
dc.contributor.authorChernova, N.en_US
dc.contributor.authorDidenko, A.en_US
dc.contributor.authorKatunina, O.en_US
dc.contributor.authorMalytska, A.en_US
dc.contributor.authorMavrina, M.en_US
dc.contributor.authorMorozova, N.en_US
dc.contributor.authorNehrey, M.en_US
dc.contributor.authorOstapenko, O.en_US
dc.contributor.authorPanasenko, O.en_US
dc.contributor.authorPoliakova, O.en_US
dc.contributor.authorRudachenko, O.en_US
dc.contributor.authorSerdyuk, O.en_US
dc.contributor.authorSergienko, O.en_US
dc.contributor.authorShcherbakova, Y.en_US
dc.contributor.authorStashkevich, I.en_US
dc.contributor.authorStrelchenko, I.en_US
dc.contributor.authorTatar, M.en_US
dc.contributor.authorYatsenko, R.en_US
dc.contributor.authorYushchenko, N.en_US
dc.contributor.authorBusygin, V.en_US
dc.contributor.authorOstapovych, T.en_US
dc.contributor.authorPenev, V.en_US
dc.contributor.authorSidelov, P.en_US
dc.contributor.authorSokolova, N.en_US
dc.contributor.authorZarzhetskyi, V.en_US
dc.contributor.authorArtemenko, E.en_US
dc.contributor.authorBielinskyi, A.en_US
dc.contributor.authorFareniuk, Y.en_US
dc.contributor.authorKhrushch, V.en_US
dc.contributor.authorKozenkova, V.en_US
dc.contributor.authorKuchuk, А.en_US
dc.contributor.authorPaionk, O.en_US
dc.contributor.authorShpak, A.en_US
dc.contributor.authorShumilo, Y.en_US
dc.contributor.authorYakovliev, A.en_US
dc.date.accessioned2022-12-26T12:36:40Z
dc.date.available2022-12-26T12:36:40Z
dc.date.issued2021
dc.description.abstractThe monograph examines models of systems analysis in the management of economic processes at the macro, meso and micro levels. Models of neural networks for solving the problems of dynamic clustering of economic systems by the level of resistance to the impact of "shocks", machine learning models for managing the safety of socio-economic systems, models for assessing the level of social tension, models for the development of complex socio-economic systems, models for structural analysis of the development of territorial formations have been developed. Special attention is paid to systemic modeling of financial processes and organizations' management. The paper proposes models of financial security management, models for early recognition of crises, models for making optimal investment decisions, considers the possibilities of using methods and models of data mining in the banking sector, proposes models for forming a marketing mix of companies based on DATA SCIENCE technologies, models for monitoring personnel resistance to organizational changes, models of system analysis in the project activities of organizations management.en_US
dc.description.abstractВ монографии рассматриваются модели системного анализа в управлении экономическими процессами на макро-, мезо- и микроуровне. Разработаны модели нейронных сетей для решения задач динамической кластеризации экономических систем по уровню устойчивости к воздействию "шоков", модели машинного обучения для управления безопасностью социально-экономических систем, модели оценки уровня социальной напряженности, модели развития сложных социально-экономических систем, модели структурного анализа развития территориальных образований. Особое внимание уделено системному моделированию финансовых процессов и управлению организациями. В работе предложены модели управления финансовой безопасностью, модели раннего распознавания кризисов, модели принятия оптимальных инвестиционных решений, рассмотрены возможности использования методов и моделей интеллектуального анализа данных в банковской сфере, предложены модели формирования маркетинг-микса компаний на базе DATA SCIENCE технологий, модели мониторинга сопротивления персонала организационным изменениям, модели системного анализа в управлении проектной деятельностью организаций.ru_RU
dc.identifier.citationSystems analysis models in the economic processes management : monograph / [Ponomarenko V., Klebanova T., Cibakova V. ... Kaminskyi A. et al. ; edited by Volodymyr Ponomarenko, Tamara Klebanova, Lidiya Guryanova]. - Bratislava : School of Economics and Management in Public Administration ; Kharkiv : ХНЭУ им. С. Кузнеца, 2021. - 474 p.en_US
dc.identifier.isbn978-80-89654-80-2
dc.identifier.urihttps://ekmair.ukma.edu.ua/handle/123456789/24422
dc.language.isoen, ruen_US
dc.statusfirst publisheden_US
dc.subjectmodels of systems analysisen_US
dc.subjectModels of neural networksen_US
dc.subjectsystemic modeling of financial processesen_US
dc.subjectmodels of financial security managementen_US
dc.subjectmodels for early recognition of crisesen_US
dc.subjectmonographen_US
dc.titleSystems analysis models in the economic processes management : monographen_US
dc.title.alternative Модели системного анализа в управлении экономическими процессамиru_Ru
dc.typeBooken_US
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