{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,10]],"date-time":"2026-07-10T13:14:10Z","timestamp":1783689250323,"version":"3.55.0"},"reference-count":77,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2020,1,1]],"date-time":"2020-01-01T00:00:00Z","timestamp":1577836800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/legalcode"}],"funder":[{"name":"Key Research and Development Program in Shaanxi Province","award":["2020GY-078"],"award-info":[{"award-number":["2020GY-078"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Access"],"published-print":{"date-parts":[[2020]]},"DOI":"10.1109\/access.2020.2990439","type":"journal-article","created":{"date-parts":[[2020,4,28]],"date-time":"2020-04-28T00:04:19Z","timestamp":1588032259000},"page":"83347-83358","source":"Crossref","is-referenced-by-count":36,"title":["A Newly Developed Integrative Bio-Inspired Artificial Intelligence Model for Wind Speed Prediction"],"prefix":"10.1109","volume":"8","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-6156-1974","authenticated-orcid":false,"given":"Hai","family":"Tao","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0717-7506","authenticated-orcid":false,"given":"Sinan Q.","family":"Salih","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1428-6073","authenticated-orcid":false,"given":"Mandeep Kaur","family":"Saggi","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4554-3231","authenticated-orcid":false,"given":"Esmaeel","family":"Dodangeh","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0242-7377","authenticated-orcid":false,"given":"Cyril","family":"Voyant","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6790-2653","authenticated-orcid":false,"given":"Nadhir","family":"Al-Ansari","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3647-7137","authenticated-orcid":false,"given":"Zaher Mundher","family":"Yaseen","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9621-6452","authenticated-orcid":false,"given":"Shamsuddin","family":"Shahid","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref73","article-title":"A review on the ant colony optimization metaheuristic: Basis, models and new trends","volume":"9","author":"garc\u00eda","year":"2002","journal-title":"MathWare Soft Comput"},{"key":"ref72","doi-asserted-by":"crossref","first-page":"267","DOI":"10.1016\/j.ins.2003.08.018","article-title":"A proof of convergence for ant algorithms","volume":"160","author":"badr","year":"2004","journal-title":"Inf Sci"},{"key":"ref71","doi-asserted-by":"publisher","DOI":"10.2307\/2685478"},{"key":"ref70","first-page":"1396","article-title":"A practical guide to support vector classification","volume":"101","author":"hsu","year":"2008","journal-title":"BJU Int"},{"key":"ref76","doi-asserted-by":"publisher","DOI":"10.1016\/j.cmpb.2017.04.009"},{"key":"ref77","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2008.2011836"},{"key":"ref74","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2009.01.020"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1016\/j.apenergy.2012.09.055"},{"key":"ref75","doi-asserted-by":"crossref","first-page":"1964","DOI":"10.1016\/j.jnca.2012.07.018","article-title":"Ant colony algorithms in MANETs: A review","volume":"35","author":"singh","year":"2012","journal-title":"J Netw Comput Appl"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1080\/09332480.2014.914768"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1016\/j.geoderma.2012.10.021"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1016\/j.asej.2016.10.014"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1007\/s13201-018-0874-8"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1016\/j.apenergy.2018.10.080"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1023\/A:1010933404324"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2941826"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/CCTA.2017.8062605"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.3390\/su8040387"},{"key":"ref60","first-page":"775","article-title":"Fast randomized kernel ridge regression with statistical guarantees?","author":"el alaoui","year":"2015","journal-title":"Proc Adv Neural Inf Process Syst (NIPS)"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1061\/(ASCE)1084-0699(2000)5:2(124)"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1061\/(ASCE)0733-9437(1995)121:1(130)"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1061\/(ASCE)0733-9437(1993)119:3(429)"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2019.2913176"},{"key":"ref64","doi-asserted-by":"publisher","DOI":"10.1016\/j.envsoft.2006.06.008"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1016\/j.asoc.2019.02.034"},{"key":"ref65","doi-asserted-by":"publisher","DOI":"10.1016\/j.apenergy.2016.01.130"},{"key":"ref66","doi-asserted-by":"publisher","DOI":"10.1029\/1998WR900018"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1016\/j.enconman.2017.11.049"},{"key":"ref67","doi-asserted-by":"publisher","DOI":"10.1175\/1520-0477(1982)063<1309:SCOTEO>2.0.CO;2"},{"key":"ref68","doi-asserted-by":"publisher","DOI":"10.1080\/02723646.1981.10642213"},{"key":"ref69","doi-asserted-by":"publisher","DOI":"10.1007\/978-94-017-3048-8_23"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/TSTE.2014.2300150"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1016\/j.renene.2016.08.018"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1007\/s00521-017-2895-x"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1016\/j.enconman.2018.03.030"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1016\/j.renene.2018.04.019"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1016\/j.asoc.2017.12.022"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1016\/j.envres.2017.09.034"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1007\/s00521-018-3513-2"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1016\/j.enconman.2018.10.089"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2011.2106779"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.3390\/e15093325"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-41136-6_11"},{"key":"ref58","article-title":"Divide and conquer kernel ridge regression","author":"zhang","year":"2013","journal-title":"Proc Conf Learn Theory"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1007\/s11269-018-2147-6"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1016\/j.wse.2018.11.001"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1016\/j.energy.2010.07.043"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1109\/ICNN.1995.488968"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1016\/j.apenergy.2018.12.034"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1109\/MSP.2013.2267931"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1007\/s10586-016-0554-0"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1016\/j.asoc.2017.12.010"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1029\/2010WR010269"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1016\/j.apenergy.2018.07.050"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1016\/j.enconman.2019.111981"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.3390\/en9020109"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1016\/j.apenergy.2019.04.047"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1016\/j.apenergy.2017.09.029"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1016\/j.envsoft.2017.01.009"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1016\/j.jhydrol.2019.01.062"},{"key":"ref19","article-title":"Novel approaches for air temperature prediction: A comparison of four hybrid evolutionary fuzzy models","author":"azad","year":"2019","journal-title":"Meteorol Appl"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1016\/j.ymssp.2017.09.018"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1115\/ES2011-54773"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1016\/j.aei.2018.02.006"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1016\/j.cirp.2011.03.049"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1016\/j.rser.2014.03.033"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/NAPS.2010.5619586"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1098\/rspa.2009.0502"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1016\/j.desal.2017.11.018"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1214\/aos\/1024691352"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1029\/2011JD016339"},{"key":"ref48","author":"breiman","year":"2001","journal-title":"Random Forest pdf"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1007\/BF00058655"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1007\/s10584-012-0418-4"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.4236\/jwarp.2014.612102"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1080\/19942060.2018.1482476"},{"key":"ref43","first-page":"1","article-title":"Water resources problems of Iraq: Climate change adaptation and mitigation","volume":"26","author":"abbas","year":"2018","journal-title":"Journal of Environmental Hydrology"}],"container-title":["IEEE Access"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6287639\/8948470\/09078735.pdf?arnumber=9078735","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,12,17]],"date-time":"2021-12-17T19:51:40Z","timestamp":1639770700000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9078735\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020]]},"references-count":77,"URL":"https:\/\/doi.org\/10.1109\/access.2020.2990439","relation":{},"ISSN":["2169-3536"],"issn-type":[{"value":"2169-3536","type":"electronic"}],"subject":[],"published":{"date-parts":[[2020]]}}}