{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,3]],"date-time":"2026-02-03T07:43:21Z","timestamp":1770104601133,"version":"3.49.0"},"reference-count":40,"publisher":"IEEE","license":[{"start":{"date-parts":[[2022,7,18]],"date-time":"2022-07-18T00:00:00Z","timestamp":1658102400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2022,7,18]],"date-time":"2022-07-18T00:00:00Z","timestamp":1658102400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100003593","name":"CNPq","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100003593","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100002322","name":"CAPES","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100002322","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100004586","name":"FAPERJ","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100004586","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2022,7,18]]},"DOI":"10.1109\/ijcnn55064.2022.9892325","type":"proceedings-article","created":{"date-parts":[[2022,9,30]],"date-time":"2022-09-30T19:56:04Z","timestamp":1664567764000},"page":"01-08","source":"Crossref","is-referenced-by-count":5,"title":["Exploring Data Preprocessing and Machine Learning Methods for Forecasting Worldwide Fertilizers Consumption"],"prefix":"10.1109","author":[{"given":"Carla","family":"Pacheco","sequence":"first","affiliation":[{"name":"PUC-Rio"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Mario","family":"Guimaraes","sequence":"additional","affiliation":[{"name":"Saint Martin's University"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Eduardo","family":"Bezerra","sequence":"additional","affiliation":[{"name":"CEFET\/RJ"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Dacy","family":"Lobosco","sequence":"additional","affiliation":[{"name":"CEFET\/RJ"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jorge","family":"Soares","sequence":"additional","affiliation":[{"name":"CEFET\/RJ"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Pedro Henrique","family":"Gonzalez","sequence":"additional","affiliation":[{"name":"CEFET\/RJ"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Adalberto","family":"Andrade","sequence":"additional","affiliation":[{"name":"CEFET\/RJ"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Cristina","family":"Gomes de Souza","sequence":"additional","affiliation":[{"name":"CEFET\/RJ"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Eduardo","family":"Ogasawara","sequence":"additional","affiliation":[{"name":"CEFET\/RJ"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1145\/2882903.2903740"},{"key":"ref38","article-title":"Evaluating Linear Models as a Baseline for Time Series Imputation","author":"salles","year":"2015","journal-title":"XXX Simpósio Brasileiro de Banco de Dados Petrónolis RJ"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/MCI.2009.932254"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1021\/ci060164k"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1016\/j.apenergy.2016.03.096"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1061\/(ASCE)1084-0699(2001)6:5(367)"},{"key":"ref37","doi-asserted-by":"crossref","first-page":"1","DOI":"10.18637\/jss.v027.i03","article-title":"Automatic time series forecasting: The forecast package for R","volume":"27","author":"hyndman","year":"2008","journal-title":"Journal of Statistical Software"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1145\/2487575.2487629"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijforecast.2011.04.001"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1057\/palgrave.jors.2601133"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1016\/0160-9327(93)90201-D"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1162\/evco_a_00242"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1016\/0305-750X(79)90073-1"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1007\/s10705-008-9214-y"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.4018\/jaeis.2013040103"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1016\/0019-8501(77)90020-7"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0135234"},{"key":"ref16","doi-asserted-by":"crossref","first-page":"745","DOI":"10.1007\/BF03187115","article-title":"Cereal area and nitrogen use efficiency are drivers of future nitrogen fertilizer consumption","volume":"48","author":"dobermann","year":"2005","journal-title":"Science in China Series C Life sciences \/ Chinese Academy of Sciences"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1007\/978-981-15-6353-9_33"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/INDICON49873.2020.9342465"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/ICCCIS48478.2019.8974466"},{"key":"ref28","author":"han","year":"2011","journal-title":"Data Mining Concepts and Techniques"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1145\/3297805"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN.2009.5178615"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1038\/nature01014"},{"key":"ref6","author":"hyndman","year":"2018","journal-title":"Forecasting Principles and Practice"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN.2010.5596746"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1016\/j.proeng.2012.09.448"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1579\/0044-7447-31.2.88"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1016\/j.microc.2019.02.001"},{"key":"ref2","article-title":"Food and Agriculture Organization of the United Nations","year":"2019","journal-title":"FAO"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1007\/s10661-006-9597-7"},{"key":"ref1","article-title":"United Nations","year":"2019","journal-title":"UN"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/ICSCCC.2018.8703366"},{"key":"ref22","author":"box","year":"2015","journal-title":"Time Series Analysis Forecasting and Control"},{"key":"ref21","article-title":"International Fertilizers Association","year":"2019","journal-title":"IFA"},{"key":"ref24","doi-asserted-by":"crossref","DOI":"10.1007\/978-3-319-52452-8","author":"shumway","year":"2017","journal-title":"Time Series Analysis and Its Applications With R Examples"},{"key":"ref23","author":"gujarati","year":"2002","journal-title":"Basic Econometrics"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2018.10.041"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1002\/9780470644560"}],"event":{"name":"2022 International Joint Conference on Neural Networks (IJCNN)","location":"Padua, Italy","start":{"date-parts":[[2022,7,18]]},"end":{"date-parts":[[2022,7,23]]}},"container-title":["2022 International Joint Conference on Neural Networks (IJCNN)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/9891857\/9889787\/09892325.pdf?arnumber=9892325","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,11,28]],"date-time":"2023-11-28T07:32:58Z","timestamp":1701156778000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9892325\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,7,18]]},"references-count":40,"URL":"https:\/\/doi.org\/10.1109\/ijcnn55064.2022.9892325","relation":{},"subject":[],"published":{"date-parts":[[2022,7,18]]}}}