{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,10,31]],"date-time":"2026-10-31T20:08:12Z","timestamp":1793477292956,"version":"4.5.0"},"reference-count":51,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"5","license":[{"start":{"date-parts":[[2025,5,1]],"date-time":"2025-05-01T00:00:00Z","timestamp":1746057600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2025,5,1]],"date-time":"2025-05-01T00:00:00Z","timestamp":1746057600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,5,1]],"date-time":"2025-05-01T00:00:00Z","timestamp":1746057600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"name":"STI 2030-Major Projects","award":["2022ZD0208903"],"award-info":[{"award-number":["2022ZD0208903"]}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["62006239"],"award-info":[{"award-number":["62006239"]}],"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":["61722313"],"award-info":[{"award-number":["61722313"]}],"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":["62036013"],"award-info":[{"award-number":["62036013"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100010261","name":"Fok Ying Tung Education Foundation","doi-asserted-by":"publisher","award":["161057"],"award-info":[{"award-number":["161057"]}],"id":[{"id":"10.13039\/501100010261","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Science and Technology Innovation Program of Hunan Province","award":["2023RC1004"],"award-info":[{"award-number":["2023RC1004"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE J. Biomed. Health Inform."],"published-print":{"date-parts":[[2025,5]]},"DOI":"10.1109\/jbhi.2023.3346205","type":"journal-article","created":{"date-parts":[[2023,12,22]],"date-time":"2023-12-22T19:48:03Z","timestamp":1703274483000},"page":"3282-3292","source":"Crossref","is-referenced-by-count":44,"title":["Cognitive Load Prediction From Multimodal Physiological Signals Using Multiview Learning"],"prefix":"10.1109","volume":"29","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-6191-3039","authenticated-orcid":false,"given":"Yingxin","family":"Liu","sequence":"first","affiliation":[{"name":"College of Intelligence Science and Technology, National University of Defense Technology, Changsha, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8967-0427","authenticated-orcid":false,"given":"Yang","family":"Yu","sequence":"additional","affiliation":[{"name":"College of Intelligence Science and Technology, National University of Defense Technology, Changsha, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0924-5683","authenticated-orcid":false,"given":"Hong","family":"Tao","sequence":"additional","affiliation":[{"name":"College of Intelligence Science and Technology, National University of Defense Technology, Changsha, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8138-5306","authenticated-orcid":false,"given":"Zeqi","family":"Ye","sequence":"additional","affiliation":[{"name":"College of Intelligence Science and Technology, National University of Defense Technology, Changsha, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0006-8180-3498","authenticated-orcid":false,"given":"Si","family":"Wang","sequence":"additional","affiliation":[{"name":"College of Intelligence Science and Technology, National University of Defense Technology, Changsha, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9542-787X","authenticated-orcid":false,"given":"Hao","family":"Li","sequence":"additional","affiliation":[{"name":"College of Intelligence Science and Technology, National University of Defense Technology, Changsha, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7357-0053","authenticated-orcid":false,"given":"Dewen","family":"Hu","sequence":"additional","affiliation":[{"name":"College of Intelligence Science and Technology, National University of Defense Technology, Changsha, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6423-8603","authenticated-orcid":false,"given":"Zongtan","family":"Zhou","sequence":"additional","affiliation":[{"name":"College of Intelligence Science and Technology, National University of Defense Technology, Changsha, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0515-256X","authenticated-orcid":false,"given":"Ling-Li","family":"Zeng","sequence":"additional","affiliation":[{"name":"College of Intelligence Science and Technology, National University of Defense Technology, Changsha, China"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","first-page":"1","article-title":"Workload assessment methodology","volume":"2","author":"O\u2019Donnell","year":"1986","journal-title":"Handbook of Perception and Human Performance"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1051\/matecconf\/201929101005"},{"key":"ref3","first-page":"542","article-title":"Pupil dilation as an indicator of cognitive workload in human-computer interaction","volume-title":"Proc. Human-Centered Comput.","author":"Pomplun","year":"2019"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1016\/0301-0511(95)05165-1"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW.2003.10047"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/MC.2015.314"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1207\/S15327108IJAP1201_2"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1049\/cit2.12100"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1049\/cit2.12113"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/TCYB.2016.2625419"},{"key":"ref11","doi-asserted-by":"crossref","DOI":"10.1201\/9781420053098","volume-title":"Handbook of Multisensor Data Fusion: Theory and Practice","author":"Liggins II","year":"2017"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1007\/s40708-016-0055-1"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/ICPR.2010.913"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1007\/s12541-013-0179-7"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/TCYB.2019.2939399"},{"key":"ref16","first-page":"2211","article-title":"Multiple kernel learning algorithms","volume":"12","author":"Gnen","year":"2011","journal-title":"J. Mach. Learn. Res."},{"key":"ref17","first-page":"355","article-title":"Two view learning: SVM-2 K, theory and practice","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","volume":"18","author":"Farquhar","year":"2005"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v29i1.9461"},{"key":"ref19","first-page":"1413","article-title":"Co-regularized multi-view spectral clustering","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","author":"Kumar","year":"2011"},{"key":"ref20","first-page":"1247","article-title":"Deep canonical correlation analysis","volume-title":"Proc. Int. Conf. Mach. Learn.","author":"Andrew","year":"2013"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/ICMLC.2013.6890443"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.312"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.3758\/s13428-020-01364-w"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.21236\/ada611870"},{"key":"ref25","article-title":"The multi-attribute task battery II (MATB-II) software for human performance and workload research: A user\u2019s guide","author":"Santiago-Espada","year":"2011"},{"key":"ref26","article-title":"The multi-attribute task battery for human operator workload and strategic behavior research","author":"Comstock Jr","year":"1992"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1177\/0018720813501549"},{"key":"ref28","article-title":"Future unmanned system techologies: Legal and ethical implications of increasing automation","author":"Centre","year":"2016","journal-title":"Joint Air Power Competence Centre"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1016\/j.jneumeth.2003.10.009"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/NORSIG.2006.275210"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.3758\/s13428-020-01516-y"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1016\/S0166-4115(08)62386-9"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/TCYB.2018.2881474"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2020.3037734"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2015.2435740"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2022.3171983"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/TCYB.2020.3022647"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2018.2849378"},{"key":"ref39","article-title":"A survey on multi-view learning","author":"Xu","year":"2013"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2012.64"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1080\/00140139.2015.1136699"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1016\/j.apergo.2009.02.005"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1037\/1076-898x.9.2.119"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.3389\/fnins.2014.00322"},{"issue":"5","key":"ref45","first-page":"B231","article-title":"EEG correlates of task engagement and mental workload in vigilance, learning, and memory tasks","volume":"78","author":"Berka","year":"2007","journal-title":"Aviation, Space, Environ. Med."},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1109\/THMS.2023.3235003"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1145\/2950112.2964585"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1016\/j.apergo.2018.08.028"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.3389\/fnhum.2019.00270"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1109\/TAMD.2015.2441960"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroimage.2013.10.067"}],"container-title":["IEEE Journal of Biomedical and Health Informatics"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6221020\/10989059\/10372088.pdf?arnumber=10372088","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,5,7]],"date-time":"2025-05-07T04:19:37Z","timestamp":1746591577000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10372088\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,5]]},"references-count":51,"journal-issue":{"issue":"5"},"URL":"https:\/\/doi.org\/10.1109\/jbhi.2023.3346205","relation":{},"ISSN":["2168-2194","2168-2208"],"issn-type":[{"value":"2168-2194","type":"print"},{"value":"2168-2208","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025,5]]}}}