{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,8]],"date-time":"2026-01-08T06:29:44Z","timestamp":1767853784880,"version":"3.49.0"},"reference-count":51,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"8","license":[{"start":{"date-parts":[[2022,8,1]],"date-time":"2022-08-01T00:00:00Z","timestamp":1659312000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2022,8,1]],"date-time":"2022-08-01T00:00:00Z","timestamp":1659312000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2022,8,1]],"date-time":"2022-08-01T00:00:00Z","timestamp":1659312000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["62072015"],"award-info":[{"award-number":["62072015"]}],"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":["U19B2039"],"award-info":[{"award-number":["U19B2039"]}],"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":["U1811463"],"award-info":[{"award-number":["U1811463"]}],"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":["61632006"],"award-info":[{"award-number":["61632006"]}],"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":["61876012"],"award-info":[{"award-number":["61876012"]}],"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":["61902053"],"award-info":[{"award-number":["61902053"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Intell. Transport. Syst."],"published-print":{"date-parts":[[2022,8]]},"DOI":"10.1109\/tits.2021.3117130","type":"journal-article","created":{"date-parts":[[2021,10,10]],"date-time":"2021-10-10T22:46:05Z","timestamp":1633905965000},"page":"12752-12765","source":"Crossref","is-referenced-by-count":27,"title":["Urban Traffic Pattern Analysis and Applications Based on Spatio-Temporal Non-Negative Matrix Factorization"],"prefix":"10.1109","volume":"23","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-4843-2673","authenticated-orcid":false,"given":"Yang","family":"Wang","sequence":"first","affiliation":[{"name":"Beijing Key Laboratory of Multimedia and Intelligent Software Technology, Faculty of Information Technology, Beijing Artificial Intelligence Institute, Beijing University of Technology, Beijing, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6650-6790","authenticated-orcid":false,"given":"Yong","family":"Zhang","sequence":"additional","affiliation":[{"name":"Beijing Key Laboratory of Multimedia and Intelligent Software Technology, Faculty of Information Technology, Beijing Artificial Intelligence Institute, Beijing University of Technology, Beijing, China"}]},{"given":"Lixun","family":"Wang","sequence":"additional","affiliation":[{"name":"Beijing Municipal Transportation Operations Coordination Center, Beijing, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0440-438X","authenticated-orcid":false,"given":"Yongli","family":"Hu","sequence":"additional","affiliation":[{"name":"Beijing Key Laboratory of Multimedia and Intelligent Software Technology, Faculty of Information Technology, Beijing Artificial Intelligence Institute, Beijing University of Technology, Beijing, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3121-1823","authenticated-orcid":false,"given":"Baocai","family":"Yin","sequence":"additional","affiliation":[{"name":"Beijing Key Laboratory of Multimedia and Intelligent Software Technology, Faculty of Information Technology, Beijing Artificial Intelligence Institute, Beijing University of Technology, Beijing, China"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1051\/jp1:1992277"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.2478\/cmam-2005-0008"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.3328\/TL.2009.01.03.227-244"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1140\/epjb\/e2009-00192-5"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1140\/epjb\/e2009-00182-7"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1016\/j.jde.2010.09.006"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2014.2317850"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/TFUZZ.2002.1006433"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1016\/S0968-090X(01)00004-3"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1016\/S0968-090X(03)00004-4"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1016\/j.trb.2004.03.003"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2006.874712"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2009.2021448"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1080\/15472450902858384"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1137\/090754467"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1016\/j.trb.2008.02.002"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1016\/j.trb.2010.11.004"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1016\/j.trpro.2015.09.077"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1061\/41039(345)450"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/ITSC.2010.5625226"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1177\/1687814017723790"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1016\/j.physa.2018.02.064"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1068\/b38141"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1016\/j.proeng.2016.01.290"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/ITSC.2011.6083060"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1016\/j.jtte.2018.12.002"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2015.2513411"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.3390\/su12041475"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1016\/j.trb.2018.10.018"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1111\/1467-9868.00196"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2017.2703652"},{"issue":"471","key":"ref32","doi-asserted-by":"crossref","first-page":"830","DOI":"10.1198\/016214504000002050","article-title":"Probabilistic principal component analysis","volume":"100","author":"Forni","year":"2005","journal-title":"J. Amer. Stat. Assoc."},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2010.231"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4757-1904-8"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1145\/1102351.1102387"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1007\/bf02163027"},{"key":"ref37","first-page":"556","article-title":"Algorithms for non-negative matrix factorization","volume-title":"Proc. Adv. Neural Inf. Proces. Syst.","author":"Lee"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1561\/9781601984616"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.2307\/1912017"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/TMC.2012.205"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1126\/science.290.5500.2319"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1145\/1012888.1005697"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/GLOCOM.2014.7036803"},{"key":"ref44","first-page":"1457","article-title":"Non-negative matrix factorization with sparseness constraints","volume":"5","author":"Hoyer","year":"2004","journal-title":"J. Mach. Learn. Res."},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM.2008.57"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1145\/1594977.1592600"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1007\/s12532-012-0044-1"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2018.2854968"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1038\/323533a0"},{"key":"ref50","volume-title":"Time Series Analysis: Forecasting and Control","author":"Box","year":"1994"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1023\/A:1022627411411"}],"container-title":["IEEE Transactions on Intelligent Transportation Systems"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6979\/9853713\/09565848.pdf?arnumber=9565848","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,1,11]],"date-time":"2024-01-11T23:06:47Z","timestamp":1705014407000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9565848\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,8]]},"references-count":51,"journal-issue":{"issue":"8"},"URL":"https:\/\/doi.org\/10.1109\/tits.2021.3117130","relation":{},"ISSN":["1524-9050","1558-0016"],"issn-type":[{"value":"1524-9050","type":"print"},{"value":"1558-0016","type":"electronic"}],"subject":[],"published":{"date-parts":[[2022,8]]}}}