{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,16]],"date-time":"2026-03-16T23:29:04Z","timestamp":1773703744001,"version":"3.50.1"},"reference-count":17,"publisher":"IEEE","license":[{"start":{"date-parts":[[2021,10,31]],"date-time":"2021-10-31T00:00:00Z","timestamp":1635638400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2021,10,31]],"date-time":"2021-10-31T00:00:00Z","timestamp":1635638400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2021,10,31]],"date-time":"2021-10-31T00:00:00Z","timestamp":1635638400000},"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":[[2021,10,31]]},"DOI":"10.1109\/isncc52172.2021.9615669","type":"proceedings-article","created":{"date-parts":[[2021,11,25]],"date-time":"2021-11-25T15:32:15Z","timestamp":1637854335000},"page":"1-5","source":"Crossref","is-referenced-by-count":16,"title":["Time series signal recovery methods: comparative study"],"prefix":"10.1109","author":[{"given":"Firuz","family":"Kamalov","sequence":"first","affiliation":[]},{"given":"Hana","family":"Sulieman","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref10","first-page":"1603","article-title":"Multivariate time series imputation with generative adversarial networks","author":"luo","year":"2018","journal-title":"In Proceedings of the 32nd International Conference on Neural Information Processing Systems"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.32614\/RJ-2017-009"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.3390\/rs10111825"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/ICITSI.2016.7858189"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.25080\/Majora-92bf1922-011"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/CAC.2017.8244105"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/ICODSE.2017.8285864"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1155\/2017\/8734214"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.2307\/j.ctv14jx6sm"},{"key":"ref3","first-page":"1651","article-title":"Gp-vae: Deep probabilistic time series imputation","author":"fortuin","year":"2020","journal-title":"Int Conf on Artificial Intelligence and Statistics"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1007\/s00521-020-04942-3"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/ISCID51228.2020.00102"},{"key":"ref8","article-title":"Machine learning based forecasting of significant daily returns in foreign exchange markets","author":"kamalov","year":"2020","journal-title":"arXiv preprint arXiv 2009 10019"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/DASA51403.2020.9317260"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1016\/j.patrec.2018.09.020"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2019.03.044"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2018.2869768"}],"event":{"name":"2021 International Symposium on Networks, Computers and Communications (ISNCC)","location":"Dubai, United Arab Emirates","start":{"date-parts":[[2021,10,31]]},"end":{"date-parts":[[2021,11,2]]}},"container-title":["2021 International Symposium on Networks, Computers and Communications (ISNCC)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/9615623\/9615626\/09615669.pdf?arnumber=9615669","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,5,10]],"date-time":"2022-05-10T12:52:48Z","timestamp":1652187168000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9615669\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,10,31]]},"references-count":17,"URL":"https:\/\/doi.org\/10.1109\/isncc52172.2021.9615669","relation":{},"subject":[],"published":{"date-parts":[[2021,10,31]]}}}