{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,25]],"date-time":"2026-03-25T19:27:33Z","timestamp":1774466853191,"version":"3.50.1"},"reference-count":54,"publisher":"IEEE","license":[{"start":{"date-parts":[[2019,7,1]],"date-time":"2019-07-01T00:00:00Z","timestamp":1561939200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2019,7,1]],"date-time":"2019-07-01T00:00:00Z","timestamp":1561939200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2019,7,1]],"date-time":"2019-07-01T00:00:00Z","timestamp":1561939200000},"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":[[2019,7]]},"DOI":"10.1109\/ijcnn.2019.8851880","type":"proceedings-article","created":{"date-parts":[[2019,10,1]],"date-time":"2019-10-01T03:44:32Z","timestamp":1569901472000},"page":"1-8","source":"Crossref","is-referenced-by-count":34,"title":["Multi-Objective Ensemble Model for Short-Term Price Forecasting in Corn Price Time Series"],"prefix":"10.1109","author":[{"given":"Matheus Henrique Dal Molin","family":"Ribeiro","sequence":"first","affiliation":[]},{"given":"Victor Henrique Alves","family":"Ribeiro","sequence":"additional","affiliation":[]},{"given":"Gilberto","family":"Reynoso-Meza","sequence":"additional","affiliation":[]},{"given":"Leandro dos Santos","family":"Coelho","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1016\/j.renene.2016.12.095"},{"key":"ref38","first-page":"299","article-title":"Principal component analysis for time series and other nonindependent data","author":"jolliffe","year":"2002","journal-title":"Principal Component Analysis"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.21527\/2237-6453.2016.34.301-319"},{"key":"ref32","article-title":"Especula&#x00E7;&#x00E3;o afeta o pre&#x00E7;o das commodities agr&#x00ED;colas?","volume":"37","author":"minga","year":"2016","journal-title":"Revista Espacios"},{"key":"ref31","article-title":"Causalidade e transmiss&#x00E3;o entre pre&#x00E7;os de mandioca, trigo, milho e seus derivados no Paran&#x00E1;","volume":"4","author":"alves","year":"2015","journal-title":"Revista de Economia e Agroneg&#x00F3;cio-REA"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1590\/S0103-63512012000100005"},{"key":"ref37","article-title":"Quandl: API Wrapper for Quandl.com","author":"mctaggart","year":"2016"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1016\/j.jbankfin.2017.05.012"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1016\/j.physa.2015.02.053"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.24023\/FutureJournal\/2175-5825\/2018.v10i1.334"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1111\/1477-9552.12172"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1016\/j.eneco.2009.05.016"},{"key":"ref29","doi-asserted-by":"crossref","first-page":"131","DOI":"10.61673\/ren.2017.280","article-title":"Os efeitos da taxa de c&#x00E2;mbio e dos pre&#x00E7;os do petr&#x00F3;leo nos pre&#x00E7;os internacionais das commodities brasileiras","volume":"48","author":"pereira","year":"2017","journal-title":"Revista Econ&#x00F4;mica do Nordeste"},{"key":"ref2","article-title":"An improved EEMD-based hybrid approach for the short-term forecasting of hog price in china","volume":"63","author":"xiong","year":"2017","journal-title":"Agricultural Economics\/Zemedelska Ekonomika"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1016\/j.asoc.2018.10.007"},{"key":"ref20","first-page":"1","article-title":"A methodology for applying k-nearest neighbor to time series forecasting","author":"mart\u00ednez","year":"2017","journal-title":"Artificial Intelligence Review"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1016\/j.energy.2018.09.144"},{"key":"ref21","article-title":"Artificial neural network based prediction of malaria abundances using big data: A knowledge capturing approach","author":"thakur","year":"2018","journal-title":"Clinical Epidemiology and Global Health"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1590\/0103-6351\/1985"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1016\/B978-0-12-811318-9.00003-X"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1016\/j.inteco.2017.12.003"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1016\/j.eneco.2016.05.014"},{"key":"ref50","doi-asserted-by":"crossref","first-page":"253","DOI":"10.1080\/07350015.1995.10524599","article-title":"Comparing predictive accuracy","volume":"13","author":"diebold","year":"1995","journal-title":"Journal of Business & Economic Statistics"},{"key":"ref51","author":"core team","year":"2018","journal-title":"R A Language and Environment for Statistical Computing"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1016\/j.apenergy.2018.06.053"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1109\/TSE.2003.1245300"},{"key":"ref52","first-page":"1","article-title":"Building predictive models in r using the caret package","volume":"28","author":"kuhn","year":"2008","journal-title":"Journal of Statistical Software Articles"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijforecast.2016.01.002"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1142\/S0217595917500208"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1016\/j.enconman.2017.10.099"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1007\/s00500-018-3023-2"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1016\/j.renene.2015.11.073"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1016\/j.enconman.2017.07.065"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1016\/j.swevo.2017.05.003"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1016\/j.datak.2017.07.001"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1016\/j.renene.2018.05.093"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1016\/j.enbuild.2017.12.042"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1016\/j.enbuild.2018.06.050"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1016\/j.compag.2018.08.016"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/j.asoc.2017.02.013"},{"key":"ref6","author":"haykin","year":"1999","journal-title":"Neural Networks A Comprehensive Foundation"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1016\/j.asoc.2018.01.017"},{"key":"ref8","article-title":"Comit&#x00EA; de m&#x00E1;quinas em previs&#x00E3;o em s&#x00E9;ries temporais","author":"villanueva","year":"2006","journal-title":"Mestrado em Engenharia El&#x00E9;trica e Computa&#x00E7;&#x00E3;o"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1007\/3-540-45014-9_1"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1016\/j.asoc.2014.07.009"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2015.01.002"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.3390\/w9120996"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2015.11.028"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.2514\/3.13035"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1016\/j.engappai.2017.05.005"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1007\/s00158-003-0368-6"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1016\/j.csda.2017.11.003"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-78469-2_6"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1016\/j.conengprac.2014.03.003"}],"event":{"name":"2019 International Joint Conference on Neural Networks (IJCNN)","location":"Budapest, Hungary","start":{"date-parts":[[2019,7,14]]},"end":{"date-parts":[[2019,7,19]]}},"container-title":["2019 International Joint Conference on Neural Networks (IJCNN)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/8840768\/8851681\/08851880.pdf?arnumber=8851880","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,7,24]],"date-time":"2024-07-24T08:55:58Z","timestamp":1721811358000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8851880\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,7]]},"references-count":54,"URL":"https:\/\/doi.org\/10.1109\/ijcnn.2019.8851880","relation":{},"subject":[],"published":{"date-parts":[[2019,7]]}}}