{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,21]],"date-time":"2025-11-21T06:14:02Z","timestamp":1763705642382,"version":"3.37.3"},"reference-count":33,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2019,1,1]],"date-time":"2019-01-01T00:00:00Z","timestamp":1546300800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/legalcode"}],"funder":[{"name":"Natural Science Foundation of Xinjiang Uygur Autonomous Region of China, project category: Surface Project","award":["2019D01C058"],"award-info":[{"award-number":["2019D01C058"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Access"],"published-print":{"date-parts":[[2019]]},"DOI":"10.1109\/access.2019.2927047","type":"journal-article","created":{"date-parts":[[2019,7,12]],"date-time":"2019-07-12T20:01:35Z","timestamp":1562961695000},"page":"97827-97837","source":"Crossref","is-referenced-by-count":5,"title":["ELM-Based Improved Layered Ensemble Architecture for Time Series Forecasting"],"prefix":"10.1109","volume":"7","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-2893-9979","authenticated-orcid":false,"given":"Shuming","family":"Fan","sequence":"first","affiliation":[]},{"given":"Xizhong","family":"Qin","sequence":"additional","affiliation":[]},{"given":"Zhenhong","family":"Jia","sequence":"additional","affiliation":[]},{"given":"Xinxue","family":"Qi","sequence":"additional","affiliation":[]},{"given":"Mengmeng","family":"Lin","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1038\/nmeth.3583"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1186\/1471-2105-8-3"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2007.04.010"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2017.2742981"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1016\/j.engappai.2014.07.022"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2014.12.031"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1016\/S0893-6080(99)00073-8"},{"key":"ref13","first-page":"52","article-title":"Real-time forecasting by bio-inspired models","author":"cortez","year":"2002","journal-title":"Proc 2nd Conf Artificial Intell Appl"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/3477.990871"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1007\/3-540-45014-9_1"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1016\/j.inffus.2004.04.004"},{"key":"ref17","doi-asserted-by":"crossref","first-page":"1028","DOI":"10.1109\/TNNLS.2012.2198074","article-title":"Toward automatic time-series forecasting using neural networks","volume":"23","author":"yan","year":"2012","journal-title":"IEEE Trans Neural Netw Learn Syst"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1057\/palgrave.jors.2601133"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/TCYB.2015.2401038"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1162\/neco.1997.9.2.369"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/TSTE.2015.2441747"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/3477.809027"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2015.04.071"},{"key":"ref6","first-page":"30","article-title":"Wind speed forecasting based on ARMA-ARCH model in wind farms","volume":"22","author":"he","year":"2011","journal-title":"Electricity"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1007\/s10589-016-9852-y"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/TPWRS.2015.2468586"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1017\/CBO9780511755798"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2017.7952305"},{"key":"ref2","first-page":"190","article-title":"Mobile communication traffic forecasting with prior knowledge","volume":"39","author":"yu","year":"2011","journal-title":"Acta Electronica Sinica"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/ICACC.2010.5486899"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1016\/j.cnsns.2011.05.006"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1126\/science.1242072"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1007\/BF00116037"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2005.12.126"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1201\/b12207"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2015.2424995"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijforecast.2010.02.011"},{"journal-title":"Time Series Forecasting Competition for Neural Networks and Computational Intelligence","year":"2017","key":"ref25"}],"container-title":["IEEE Access"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6287639\/8600701\/08760472.pdf?arnumber=8760472","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,8,10]],"date-time":"2021-08-10T19:40:10Z","timestamp":1628624410000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8760472\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019]]},"references-count":33,"URL":"https:\/\/doi.org\/10.1109\/access.2019.2927047","relation":{},"ISSN":["2169-3536"],"issn-type":[{"type":"electronic","value":"2169-3536"}],"subject":[],"published":{"date-parts":[[2019]]}}}