{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,3]],"date-time":"2026-06-03T06:31:25Z","timestamp":1780468285742,"version":"3.54.1"},"reference-count":38,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2023,1,1]],"date-time":"2023-01-01T00:00:00Z","timestamp":1672531200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by-nc-nd\/4.0\/"}],"funder":[{"name":"Ministry of Higher Education in Iraq through the research grants project in cooperation with the University of Louisville (UofL), KY, USA"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Access"],"published-print":{"date-parts":[[2023]]},"DOI":"10.1109\/access.2023.3323435","type":"journal-article","created":{"date-parts":[[2023,10,10]],"date-time":"2023-10-10T19:29:08Z","timestamp":1696966148000},"page":"112841-112850","source":"Crossref","is-referenced-by-count":10,"title":["A New Imputation Technique Based a Multi-Spike Neural Network to Handle Missing Data in the Internet of Things Network (IoT)"],"prefix":"10.1109","volume":"11","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-0377-1519","authenticated-orcid":false,"given":"Nadia Adnan Shiltagh","family":"Al-Jamali","sequence":"first","affiliation":[{"name":"Department of Computer Engineering, University of Baghdad, Baghdad, Iraq"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5261-6697","authenticated-orcid":false,"given":"Ibtesam R. K.","family":"Al-Saedi","sequence":"additional","affiliation":[{"name":"Communication Engineering Department, University of Technology (UoT), Baghdad, Iraq"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Ahmed R.","family":"Zarzoor","sequence":"additional","affiliation":[{"name":"Directorate of Inspection, Ministry of Health, Baghdad, Iraq"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9336-2128","authenticated-orcid":false,"given":"Hongxiang","family":"Li","sequence":"additional","affiliation":[{"name":"Electrical and Computer Engineering Department, University of Louisville, Louisville, KY, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.3390\/atmos13071044"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.3390\/s22155645"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1186\/s40537-021-00516-9"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-80821-1_8"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/SAUPEC\/RobMech\/PRASA52254.2021.9377210"},{"key":"ref37","first-page":"1","article-title":"Design and evaluation of wireless power monitoring IoT system for AC appliances","volume":"16","author":"tsai","year":"2023","journal-title":"Energies"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1186\/s12859-022-04896-4"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1016\/j.icte.2020.06.004"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1016\/j.neunet.2021.02.017"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.3390\/ijerph182212213"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1007\/s10182-022-00461-9"},{"key":"ref33","year":"2023","journal-title":"Dados horários do monitoramento da qualidade do ar—MonitorAr"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.3390\/clockssleep4040039"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.11591\/ijece.v13i2.pp2278-2288"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/CIoT50422.2020.9244293"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1016\/j.cosrev.2020.100318"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.3390\/fi14050143"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1007\/s00500-021-05590-y"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.18280\/mmep.100234"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1155\/2022\/4909476"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.3390\/atmos13111934"},{"key":"ref24","first-page":"1","article-title":"How to deal with missing data in supervised deep learning?","author":"ipsen","year":"2022","journal-title":"Proc 10th Int Conf Learn Represent (ICLR)"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2021.108079"},{"key":"ref26","doi-asserted-by":"crossref","first-page":"1","DOI":"10.3390\/info12100425","article-title":"Missing data imputation in Internet of Things gateways","volume":"12","author":"fran\u00e7a","year":"2021","journal-title":"Information"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1186\/s40537-022-00608-0"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/SUMMA57301.2022.9974036"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.3390\/electronics11233929"},{"key":"ref21","first-page":"1","article-title":"Missing values imputation using fuzzy K-top matching value","volume":"35","author":"ali","year":"2022","journal-title":"J King Saud Univ -Comput Inf Sci"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.5220\/0009578201300137"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1007\/s10115-019-01427-1"},{"key":"ref29","first-page":"1","article-title":"A deep learning based data recovery approach for missing and erroneous data of IoT nodes","volume":"23","author":"vedavalli","year":"2023","journal-title":"SENSORS"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.32604\/cmc.2022.019369"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.3390\/s22155645"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.3390\/data7020016"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2020.2970467"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/WF-IoT51360.2021.9594966"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1145\/3533381"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.3390\/app12157477"}],"container-title":["IEEE Access"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6287639\/10005208\/10274954.pdf?arnumber=10274954","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,11,6]],"date-time":"2023-11-06T19:55:00Z","timestamp":1699300500000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10274954\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023]]},"references-count":38,"URL":"https:\/\/doi.org\/10.1109\/access.2023.3323435","relation":{},"ISSN":["2169-3536"],"issn-type":[{"value":"2169-3536","type":"electronic"}],"subject":[],"published":{"date-parts":[[2023]]}}}