{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,4,29]],"date-time":"2025-04-29T04:46:13Z","timestamp":1745901973807,"version":"3.28.0"},"reference-count":19,"publisher":"IEEE","license":[{"start":{"date-parts":[[2021,9,15]],"date-time":"2021-09-15T00:00:00Z","timestamp":1631664000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2021,9,15]],"date-time":"2021-09-15T00:00:00Z","timestamp":1631664000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2021,9,15]],"date-time":"2021-09-15T00:00:00Z","timestamp":1631664000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2021,9,15]]},"DOI":"10.1109\/acit52158.2021.9548420","type":"proceedings-article","created":{"date-parts":[[2021,10,1]],"date-time":"2021-10-01T23:29:27Z","timestamp":1633130967000},"page":"147-152","source":"Crossref","is-referenced-by-count":5,"title":["Neural Network Forecasting of International Population Migration"],"prefix":"10.1109","author":[{"given":"Olena","family":"Ovchynnikova","sequence":"first","affiliation":[]},{"given":"Constantin","family":"Belovsky","sequence":"additional","affiliation":[]},{"given":"Olha","family":"Khan","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"journal-title":"Migration and Remittances Recent Developments and Outlook","year":"2019","key":"ref10"},{"journal-title":"Migration data portal","year":"2021","key":"ref11"},{"key":"ref12","first-page":"263","article-title":"Migration in the conditions of transformation of regional labor markets of Ukraine: mechanisms of regulation. [Mihratsiia v umovakh transformatsii rehionalnykh rynkiv pratsi Ukrainy: mekhanizmy rehuliuvannia]","author":"sadova","year":"2019","journal-title":"Science"},{"key":"ref13","first-page":"1","article-title":"Labor Migration: Essence and Means of State Policy Implementation","volume":"1","author":"melnychenko","year":"2017","journal-title":"[Trudova mihratsiia sutnist i zasoby realizatsii derzhavnoi polityky] Theory and Practice of Public Administration [Teoriia ta praktyka derzhavnoho upravlinnia]"},{"key":"ref14","first-page":"408","volume":"50","author":"novotarskyi","year":"2004","journal-title":"[Shtuchni neironni merezhi obchyslennia] \/\/ Proceedings of the Institute of Mathematics of the National Academy of Sciences of Ukraine"},{"key":"ref15","first-page":"108","article-title":"Selection of exogenous factors in the regression model for multicollinearity of data","author":"orlova","year":"2015","journal-title":"[Vybor ekzohennykh faktorov v model rehressyy pry multykollynearnosty dannykh] \/\/ International Journal of Applied and Basic Research"},{"key":"ref16","first-page":"169","article-title":"Evaluation of Consequences of External Labour Migration in Ukraine","volume":"2","author":"pozniak","year":"2016","journal-title":"[Otsiniuvannia naslidkiv zovnishnoi trudovoi mihratsii v Ukraini] Demography and Social Economy [Demohrafiia ta sotsialna ekonomika]"},{"key":"ref17","first-page":"12","article-title":"Big data&#x201D; as a source of information and tools for official statistics: potential, problems, prospects\" [\"Velyki dani\" yak dzherelo informatsii ta instrumentarii dlia ofitsiinoi statystyky: potentsial, problemy, perspektyvy]","author":"sariohlo","year":"2016","journal-title":"Statystyka Ukrainy Statistics of Ukraine"},{"key":"ref18","first-page":"124","author":"shankar","year":"2016","journal-title":"Neural Networks"},{"journal-title":"Site of the Main Department of Statistics in the Khmelnytskyi Region","year":"2021","key":"ref19"},{"key":"ref4","first-page":"205","article-title":"Bishop, Neural Networks for Pattern Recognition","author":"christopher","year":"2005","journal-title":"Advanced Texts in Econometrics"},{"key":"ref3","first-page":"44","article-title":"International labor migration: status, problems, prospects","author":"bondarevska","year":"2020","journal-title":"[Mizhnarodna mihratsiia robochoi syly stan problemy perspektyvy] Biznes Inform"},{"key":"ref6","first-page":"50","article-title":"How many Ukrainians have gone abroad and what the state should do with it","year":"2018","journal-title":"Analytical Note"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1080\/1369183X.2017.1315504"},{"key":"ref8","first-page":"389","volume":"99","author":"korovchuk","year":"2019","journal-title":"Monitoring of International Labor Migration in the Context of the World Economy Labor Resources Providing Problems&#x201D; Advances in Economics Business and Management Research Proceedings of the 7th International Conference on Modeling Development and Strategic Management of Economic System (MDSMES)"},{"article-title":"Open for Business: Migrant Entrepreneurship in OECD Countries","year":"2010","author":"hunt","key":"ref7"},{"key":"ref2","first-page":"369","article-title":"Artificial neural networks: architectures, training, applications","author":"bodianskyi","year":"2004","journal-title":"Iskusstvennye neironnye sety arkhytektura obuchenye prymenenyia"},{"journal-title":"Training an Artificial Neural Network","year":"2017","author":"adams","key":"ref1"},{"key":"ref9","first-page":"439","article-title":"Artificial intelligence in the economy: neural networks, fuzzy logic","author":"matvijchuk","year":"2011","journal-title":"[Shtuchnyj intelekt v ekonomici nejronni merezhi nechitka loghika]"}],"event":{"name":"2021 11th International Conference on Advanced Computer Information Technologies (ACIT)","start":{"date-parts":[[2021,9,15]]},"location":"Deggendorf, Germany","end":{"date-parts":[[2021,9,17]]}},"container-title":["2021 11th International Conference on Advanced Computer Information Technologies (ACIT)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/9548321\/9548113\/09548420.pdf?arnumber=9548420","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,5,10]],"date-time":"2022-05-10T11:46:32Z","timestamp":1652183192000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9548420\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,9,15]]},"references-count":19,"URL":"https:\/\/doi.org\/10.1109\/acit52158.2021.9548420","relation":{},"subject":[],"published":{"date-parts":[[2021,9,15]]}}}