{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,10]],"date-time":"2025-10-10T05:41:56Z","timestamp":1760074916490,"version":"build-2065373602"},"reference-count":30,"publisher":"IEEE","license":[{"start":{"date-parts":[[2025,9,17]],"date-time":"2025-09-17T00:00:00Z","timestamp":1758067200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,9,17]],"date-time":"2025-09-17T00:00:00Z","timestamp":1758067200000},"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":[[2025,9,17]]},"DOI":"10.1109\/acit65614.2025.11185815","type":"proceedings-article","created":{"date-parts":[[2025,10,9]],"date-time":"2025-10-09T17:50:58Z","timestamp":1760032258000},"page":"109-113","source":"Crossref","is-referenced-by-count":0,"title":["Demographic Shock of War: Population Forecasting for Ukraine with LSTM Models under Fertility and Migration Disruption"],"prefix":"10.1109","author":[{"given":"Nataliia","family":"Dziubanovska","sequence":"first","affiliation":[{"name":"West Ukrainian National University,Department of Applied Mathematics,Ternopil,Ukraine"}]},{"given":"Zoriana","family":"Pushkar","sequence":"additional","affiliation":[{"name":"West Ukrainian National University,Department of Management Public Administration and Personnel,Ternopil,Ukraine"}]},{"given":"Volodymyr","family":"Nemeryshyn","sequence":"additional","affiliation":[{"name":"National Academy of the National Guard of Ukraine,Department of State Security,Kharkiv,Ukraine"}]},{"given":"Liudmyla","family":"Sydoruk","sequence":"additional","affiliation":[{"name":"Educational and Rehabilitation Institution of Higher Education «Kamianets‐Podilskyi State Institute»,Department of Digital, Educational, and Socio-Economic Technologies,Kamianets-Podilskyi,Ukraine"}]},{"given":"Lyudmyla","family":"Honchar","sequence":"additional","affiliation":[{"name":"West Ukrainian National University,Department of Computer Science,Ternopil,Ukraine"}]},{"given":"Anna","family":"Ivanova","sequence":"additional","affiliation":[{"name":"West Ukrainian National University,S.I. Yuriy Departmen of Finance,Ternopil,Ukraine"}]}],"member":"263","reference":[{"key":"ref1","article-title":"UN predicts Ukraine\u2019s population to decrease to 15 million by 2100"},{"issue":"12","key":"ref2","first-page":"e1005","article-title":"Nowcasting and forecasting the care needs of the older population in China: analysis of data from the China Health and Retirement Longitudinal Study (CHARLS)","volume-title":"The Lancet Public Health","volume":"7","author":"Gong","year":"2022"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-67317-7_12"},{"key":"ref4","first-page":"5","article-title":"Application of stochastic regression models: ARIMA (p, d, q)-HW algorithm approach for human population forecasting","volume":"1","author":"Ilyas","year":"2024","journal-title":"ratio"},{"issue":"2","key":"ref5","article-title":"Predicting the Demographic Future of Bangladesh: Application and Comparison of ARIMA and Combined Population Forecasts","author":"Hossain","year":"2024","journal-title":"Romanian Statistical Review"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/cadsm.2007.4297587"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/idaacs.2005.283032"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/acit49673.2020.9208846"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/tcset.2018.8336426"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/cpee.2015.7333363"},{"issue":"6","key":"ref11","first-page":"275","article-title":"Spectral analysis of the information signal in the task of identifying the recurrent laryngeal nerve in thyroid surgery","volume":"89","author":"Dyvak","year":"2013","journal-title":"Przeglad Elektrotechniczny"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1155\/2022\/8062969"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.3390\/s24134246"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/eiect58010.2022.00066"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1007\/978-981-97-9112-5_13"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1504\/IJDS.2021.122770"},{"key":"ref17","article-title":"DataBank"},{"key":"ref18","first-page":"262","article-title":"Structure identification of interval difference operator for control the production process of drywall","volume-title":"2013 12th International Conference on the Experience of Designing and Application of CAD Systems in Microelectronics (CADSM)","author":"Ocheretnyuk"},{"key":"ref19","first-page":"248","article-title":"Modeling of effective studies in adaptive educational systems","volume-title":"2009 10th International Conference - The Experience of Designing and Application of CAD Systems in Microelectronics","author":"Pasichnyk"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/cadsm.2015.7230822"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-92435-5_27"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.3390\/en17143537"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/tcset.2018.8336331"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/cadsm.2015.7230813"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/acit52158.2021.9548379"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/acit49673.2020.9208916"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/acitt.2019.8780093"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.51599\/are.2023.09.03.12"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1088\/1755-1315\/1126\/1\/012031"},{"key":"ref30","article-title":"Worldometer"}],"event":{"name":"2025 15th International Conference on Advanced Computer Information Technologies (ACIT)","start":{"date-parts":[[2025,9,17]]},"location":"Sibenik, Croatia","end":{"date-parts":[[2025,9,19]]}},"container-title":["2025 15th International Conference on Advanced Computer Information Technologies (ACIT)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/11185059\/11185456\/11185815.pdf?arnumber=11185815","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,10,10]],"date-time":"2025-10-10T05:05:42Z","timestamp":1760072742000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11185815\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,9,17]]},"references-count":30,"URL":"https:\/\/doi.org\/10.1109\/acit65614.2025.11185815","relation":{},"subject":[],"published":{"date-parts":[[2025,9,17]]}}}