{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,7]],"date-time":"2026-03-07T19:07:53Z","timestamp":1772910473957,"version":"3.50.1"},"reference-count":42,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"4","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":["IEEE Trans. Smart Grid"],"published-print":{"date-parts":[[2019,7]]},"DOI":"10.1109\/tsg.2018.2847223","type":"journal-article","created":{"date-parts":[[2018,6,13]],"date-time":"2018-06-13T18:49:41Z","timestamp":1528915781000},"page":"3974-3989","source":"Crossref","is-referenced-by-count":169,"title":["Interval Deep Generative Neural Network for Wind Speed Forecasting"],"prefix":"10.1109","volume":"10","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-4683-7810","authenticated-orcid":false,"given":"Mahdi","family":"Khodayar","sequence":"first","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9716-3484","authenticated-orcid":false,"given":"Jianhui","family":"Wang","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3461-9250","authenticated-orcid":false,"given":"Mohammad","family":"Manthouri","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref39","year":"2017","journal-title":"Western Wind Data Set"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/TFUZZ.2017.2666842"},{"key":"ref33","author":"pawlak","year":"1991","journal-title":"Rough Sets Theoretical Aspects of Reasoning about Data"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1162\/neco.2006.18.7.1527"},{"key":"ref31","first-page":"1","article-title":"Understanding deep learning requires rethinking generalization","author":"zhang","year":"2017","journal-title":"Proc Int Conf Learn Represent"},{"key":"ref30","article-title":"Generalization in deep learning","author":"kawaguchi","year":"2017","journal-title":"arXiv 1710 05468"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/CCDC.2015.7162777"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1016\/j.asoc.2017.01.033"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1049\/iet-rpg.2016.0972"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1007\/s00521-015-2009-6"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1016\/j.renene.2012.07.041"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1049\/iet-rpg.2015.0010"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1016\/j.renene.2011.07.007"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/TSG.2013.2280649"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/ICRERA.2015.7418604"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/TSG.2013.2283269"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1016\/j.ejor.2012.02.042"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1016\/j.asoc.2013.02.016"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/ICCIS.2013.70"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1016\/j.epsr.2011.08.007"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1016\/j.apenergy.2013.02.002"},{"key":"ref28","article-title":"The emergence of spectral universality in deep networks","author":"pennington","year":"2018","journal-title":"arXiv 1802 09979v1"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2015.2396011"},{"key":"ref27","first-page":"2066","article-title":"On the depth of deep neural networks: A theoretical view","author":"sun","year":"2016","journal-title":"Proc AAAI"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/j.renene.2016.02.003"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1016\/j.egypro.2011.10.102"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2013.50"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2015.2431642"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/CDC.2016.7799245"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1016\/j.rser.2008.02.002"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.4236\/jpee.2014.24023"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1016\/j.apenergy.2010.10.031"},{"key":"ref1","year":"2017","journal-title":"Global Wind Energy Outlook Report 2010"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/TSTE.2013.2295402"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.12733\/jics20103420"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/ICBDA.2017.8078694"},{"key":"ref42","article-title":"Tensorflow: Large-scale machine learning on heterogeneous distributed systems","author":"abadi","year":"2016","journal-title":"arXiv 1603 04467"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2017.2730846"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1016\/j.enconman.2017.04.007"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/TSTE.2014.2300150"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1561\/2200000006"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/TSTE.2015.2434387"}],"container-title":["IEEE Transactions on Smart Grid"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/5165411\/8741221\/08384038.pdf?arnumber=8384038","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,7,13]],"date-time":"2022-07-13T20:58:06Z","timestamp":1657745886000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8384038\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,7]]},"references-count":42,"journal-issue":{"issue":"4"},"URL":"https:\/\/doi.org\/10.1109\/tsg.2018.2847223","relation":{},"ISSN":["1949-3053","1949-3061"],"issn-type":[{"value":"1949-3053","type":"print"},{"value":"1949-3061","type":"electronic"}],"subject":[],"published":{"date-parts":[[2019,7]]}}}