Публікація:
Ensembling clustering method for evaluating of the economic security components. case study: The regions of Ukraine

Спрощена сторінка документа
dc.contributor.authorСоколова, Л. В.
dc.contributor.authorКолісник, О. В.
dc.contributor.authorМанакова, Н. О.
dc.date.accessioned2020-09-14T13:55:42Z
dc.date.available2020-09-14T13:55:42Z
dc.date.issued2019
dc.descriptionThe full text is available on the website: https://ieeexplore.ieee.org/document/9061220/metrics#metrics http://www.scopus.com/inward/record.url?eid=2-s2.0-85083638515&partnerID=MN8TOARS. DOI: 10.1109/PICST47496.2019.9061220. EID: 2-s2.0-85083638515uk_UA
dc.description.abstractThe article focuses on the economic security of the Ukrainian regions and the evaluation of its components, which are classified into groups of socio-economic indicators of the region's development, quality of life of the population of the regions and the use of ICT (information-communication technologies) in the regions. In this article, we propose an ensembling clustering method, which allows automatically selecting a clustering method on the basis of optimization of the aggregating functional of internal clustering quality indexes. After preliminary estimation of the clusterability, the choice of the optimal method is performed on the set of specified methods and metrics of measuring the dissimilarity of objects. The article presents an approbation of the proposed method using the example of evaluating separate components of the economic security of Ukrainian regions and presents the empirical results of the implemented method.uk_UA
dc.description.sponsorshipThe full text is available on the website: https://ieeexplore.ieee.org/document/9061220/metrics#metricsuk_UA
dc.identifier.citationSokolova, L., Manakova, N. & Kolisnyk, O., (2019). Ensembling clustering method for evaluating of the economic security components. case study: The regions of Ukraine. In 2019 IEEE International Scientific-Practical Conference: Problems of Infocommunications Science and Technology (PIC S&T) 2019 - Proceedings (pp. 81-86).uk_UA
dc.identifier.isbn978-1-7281-4184-8
dc.identifier.isbn978-1-7281-4182-4
dc.identifier.otherDOI 10.1109/PICST47496.2019.9061220
dc.identifier.urihttps://ieeexplore.ieee.org/document/9061220
dc.identifier.urihttp://openarchive.nure.ua/handle/document/13271
dc.language.isoenuk_UA
dc.publisherIEEEuk_UA
dc.subjectclusterabilityuk_UA
dc.subjectensembling clustering methoduk_UA
dc.subjectregionsuk_UA
dc.subjecteconomic securityuk_UA
dc.subjectsocial and economic development indicatorsuk_UA
dc.subjectcompetitivenessuk_UA
dc.subjectinvestment attractivenessuk_UA
dc.subjectpartitioning clusteringuk_UA
dc.subjecthierarchical clusteringuk_UA
dc.titleEnsembling clustering method for evaluating of the economic security components. case study: The regions of Ukraineuk_UA
dc.typeConference proceedingsuk_UA
dspace.entity.typePublication

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