{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,24]],"date-time":"2026-04-24T13:07:31Z","timestamp":1777036051687,"version":"3.51.4"},"reference-count":41,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"9","license":[{"start":{"date-parts":[[2024,9,1]],"date-time":"2024-09-01T00:00:00Z","timestamp":1725148800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2024,9,1]],"date-time":"2024-09-01T00:00:00Z","timestamp":1725148800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2024,9,1]],"date-time":"2024-09-01T00:00:00Z","timestamp":1725148800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"name":"UKRI Future Leaders Fellowship","award":["MR\/S017062\/1"],"award-info":[{"award-number":["MR\/S017062\/1"]}]},{"name":"UKRI Future Leaders Fellowship","award":["MR\/X011135\/1"],"award-info":[{"award-number":["MR\/X011135\/1"]}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["62376056"],"award-info":[{"award-number":["62376056"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["62076056"],"award-info":[{"award-number":["62076056"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100000288","name":"Royal Society","doi-asserted-by":"publisher","award":["IES\/R2\/212077"],"award-info":[{"award-number":["IES\/R2\/212077"]}],"id":[{"id":"10.13039\/501100000288","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Engineering & Physical Sciences Research Council","award":["2404317"],"award-info":[{"award-number":["2404317"]}]},{"name":"Kan Tong Po Fellowship","award":["KTP\/R1\/231017"],"award-info":[{"award-number":["KTP\/R1\/231017"]}]},{"name":"Amazon Research Award"},{"name":"Alan Turing Fellowship"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Ind. Inf."],"published-print":{"date-parts":[[2024,9]]},"DOI":"10.1109\/tii.2024.3396347","type":"journal-article","created":{"date-parts":[[2024,5,27]],"date-time":"2024-05-27T17:28:18Z","timestamp":1716830898000},"page":"11202-11212","source":"Crossref","is-referenced-by-count":12,"title":["Multioutput Framework for Time-Series Forecasting in Smart Grid Meets Data Scarcity"],"prefix":"10.1109","volume":"20","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-7883-705X","authenticated-orcid":false,"given":"Jiangjiao","family":"Xu","sequence":"first","affiliation":[{"name":"Department of Electrical Engineering, Shanghai University of Electric Power, Shanghai, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7200-4244","authenticated-orcid":false,"given":"Ke","family":"Li","sequence":"additional","affiliation":[{"name":"Department of Computer Science, University of Exeter, Exeter, U.K."}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5481-4091","authenticated-orcid":false,"given":"Dongdong","family":"Li","sequence":"additional","affiliation":[{"name":"Department of Electrical Engineering, Shanghai University of Electric Power, Shanghai, China"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/ICCTIDE.2016.7725358"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/ICEST55168.2022.9828735"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2020.2970165"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2019.2942353"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1016\/j.marpol.2008.01.004"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1016\/j.apenergy.2021.116991"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/tai.2024.3358795"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/TSG.2019.2938251"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2020.3015858"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2022.3233890"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2020.3040285"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/TSG.2022.3173964"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1016\/j.apenergy.2023.121177"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/TSG.2021.3091469"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2022.3191980"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/TIE.2019.2928275"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1016\/j.apenergy.2017.12.058"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2021.3111632"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2021.3054719"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/TPEL.2021.3096164"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.3390\/su13073665"},{"key":"ref22","first-page":"21960","article-title":"Improved convergence rates for sparse approximation methods in kernel-based learning","volume-title":"Proc. Int. Conf. Mach. Learn.","author":"Vakili","year":"2022"},{"key":"ref23","first-page":"5184","article-title":"Variational inference for Gaussian process models with linear complexity","volume-title":"Proc. Neural Inf. Process. Syst. Conf.","author":"Cheng","year":"2017"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2022.3149134"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/MIS.2022.3169036"},{"key":"ref26","first-page":"2874","article-title":"Doubly sparse variational Gaussian processes","volume-title":"Proc. Int. Conf. Artif. Intell. Statist.","author":"Adam","year":"2020"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.7551\/mitpress\/3206.001.0001"},{"key":"ref28","first-page":"3214","article-title":"A hybrid approximation to the marginal likelihood","volume-title":"Proc. Int. Conf. Artif. Intell. Statist.","author":"Chuu","year":"2021"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2022.3154926"},{"key":"ref30","first-page":"25965","article-title":"Infinite-fidelity coregionalization for physical simulation","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","author":"Li","year":"2022"},{"key":"ref31","volume-title":"Geostatistics for Natural Resources Evaluation","author":"Pierre","year":"1997"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1002\/9781118165621"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1137\/1.9780898718027"},{"key":"ref34","article-title":"Ouessant electricity production","year":"2018"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/CEC55065.2022.9870213"},{"key":"ref36","first-page":"6681","article-title":"Spectral mixture kernels for multi-output Gaussian processes","volume-title":"Proc. Neural Inf. Process. Syst. Conf.","author":"Parra","year":"2017"},{"key":"ref37","first-page":"1999","article-title":"GP kernels for cross-spectrum analysis","volume-title":"Proc. Neural Inf. Process. Syst. Conf.","author":"Ulrich","year":"2015"},{"key":"ref38","first-page":"57","article-title":"Sparse convolved Gaussian processes for multi-output regression","volume-title":"Proc. Neural Inf. Process. Syst. Conf.","author":"lvarez","year":"2008"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4612-4380-9_16"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2022.3162993"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1016\/j.aej.2023.05.063"}],"container-title":["IEEE Transactions on Industrial Informatics"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/9424\/10666802\/10539288.pdf?arnumber=10539288","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,12,30]],"date-time":"2024-12-30T19:55:27Z","timestamp":1735588527000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10539288\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,9]]},"references-count":41,"journal-issue":{"issue":"9"},"URL":"https:\/\/doi.org\/10.1109\/tii.2024.3396347","relation":{},"ISSN":["1551-3203","1941-0050"],"issn-type":[{"value":"1551-3203","type":"print"},{"value":"1941-0050","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024,9]]}}}