{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,9]],"date-time":"2026-06-09T07:03:53Z","timestamp":1780988633397,"version":"3.54.1"},"reference-count":44,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"2","license":[{"start":{"date-parts":[[2026,5,1]],"date-time":"2026-05-01T00:00:00Z","timestamp":1777593600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2026,5,1]],"date-time":"2026-05-01T00:00:00Z","timestamp":1777593600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2026,5,1]],"date-time":"2026-05-01T00:00:00Z","timestamp":1777593600000},"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":["62406215"],"award-info":[{"award-number":["62406215"]}],"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":["72402156"],"award-info":[{"award-number":["72402156"]}],"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":["62072321"],"award-info":[{"award-number":["62072321"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100012226","name":"Fundamental Research Funds for the Central Universities","doi-asserted-by":"crossref","id":[{"id":"10.13039\/501100012226","id-type":"DOI","asserted-by":"crossref"}]},{"name":"Science and Technology Program of Jiangsu Province","award":["BZ2024062"],"award-info":[{"award-number":["BZ2024062"]}]},{"name":"Natural Science Foundation of Jiangsu Higher Education Institutions of China","award":["22KJA520007"],"award-info":[{"award-number":["22KJA520007"]}]},{"name":"Suzhou Planning Project of Science and Technology","award":["2023ss03"],"award-info":[{"award-number":["2023ss03"]}]},{"name":"Suzhou Planning Project of Science and Technology","award":["SYG2025129"],"award-info":[{"award-number":["SYG2025129"]}]},{"name":"Suzhou Planning Project of Science and Technology","award":["SNG2025010"],"award-info":[{"award-number":["SNG2025010"]}]},{"name":"Key Laboratory of General Artificial Intelligence and Large Models in Provincial Universities","award":["22KJA520007"],"award-info":[{"award-number":["22KJA520007"]}]},{"name":"Key Laboratory of General Artificial Intelligence and Large Models in Provincial Universities","award":["SYG2025129"],"award-info":[{"award-number":["SYG2025129"]}]},{"name":"Key Laboratory of General Artificial Intelligence and Large Models in Provincial Universities","award":["SNG2025010"],"award-info":[{"award-number":["SNG2025010"]}]},{"name":"Key Laboratory of General Artificial Intelligence and Large Models in Provincial Universities, Soochow University"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Consumer Electron."],"published-print":{"date-parts":[[2026,5]]},"DOI":"10.1109\/tce.2026.3681333","type":"journal-article","created":{"date-parts":[[2026,4,6]],"date-time":"2026-04-06T19:55:58Z","timestamp":1775505358000},"page":"2930-2942","source":"Crossref","is-referenced-by-count":0,"title":["CVLS-ST: A Cross-View Long-Short Framework for Traffic Risk Prediction in Intelligent Urban Transportation Systems"],"prefix":"10.1109","volume":"72","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-7498-002X","authenticated-orcid":false,"given":"Yachao","family":"Yuan","sequence":"first","affiliation":[{"name":"School of Future Science and Engineering and the Key Laboratory of General Artificial Intelligence and Large Models in Provincial Universities, Soochow University, Suzhou, Jiangsu, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0001-8495-8704","authenticated-orcid":false,"given":"Xingyu","family":"Chen","sequence":"additional","affiliation":[{"name":"School of Future Science and Engineering, Soochow University, Suzhou, Jiangsu, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Zixiang","family":"Peng","sequence":"additional","affiliation":[{"name":"School of Future Science and Engineering, Soochow University, Suzhou, Jiangsu, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Muting","family":"Li","sequence":"additional","affiliation":[{"name":"School of Future Science and Engineering, Soochow University, Suzhou, Jiangsu, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0003-9510-1727","authenticated-orcid":false,"given":"Zhen","family":"Yu","sequence":"additional","affiliation":[{"name":"School of Future Science and Engineering, Soochow University, Suzhou, Jiangsu, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0008-9131-9995","authenticated-orcid":false,"given":"Yingwen","family":"Wu","sequence":"additional","affiliation":[{"name":"School of Future Science and Engineering and the Key Laboratory of General Artificial Intelligence and Large Models in Provincial Universities, Soochow University, Suzhou, Jiangsu, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5166-4873","authenticated-orcid":false,"given":"Thar","family":"Baker","sequence":"additional","affiliation":[{"name":"College of Computing and Intelligent Systems, University of Khorfakkan, Sharjah, United Arab Emirates"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1016\/j.aap.2024.107911"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1016\/j.compeleceng.2024.109679"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2021.3135621"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1155\/2014\/152375"},{"issue":"9","key":"ref5","first-page":"2825","article-title":"Deep learning in traffic flow prediction: Methodology and practice","volume":"19","author":"Zhang","year":"2017","journal-title":"IEEE Trans. Intell. Transp. Syst."},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/ITSC.2018.8569437"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/TCE.2023.3335155"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2018\/505"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v34i01.5480"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2023.3237072"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2024.111406"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2024.3438616"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1016\/j.aap.2025.108169"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/TCE.2024.3369399"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2024.111637"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v33i01.3301922"},{"key":"ref17","article-title":"Mamba: Linear-time sequence modeling with selective state spaces","volume-title":"Proc. 1st Conf. Lang. Model.","author":"Gu"},{"key":"ref18","first-page":"10","article-title":"Network in network","author":"Lin","year":"2013","journal-title":"Proc. Int. Conf. Learn. Represent."},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/ICDE.2006.71"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/ITSIM.2008.4631947"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1145\/2939672.2939785"},{"key":"ref22","doi-asserted-by":"crossref","first-page":"70","DOI":"10.1016\/j.neunet.2011.07.003","article-title":"A generalized LSTM-like training algorithm for second-order recurrent neural networks","volume":"25","author":"Monner","year":"2012","journal-title":"Neural Netw."},{"key":"ref23","first-page":"802","article-title":"Convolutional LSTM network: A machine learning approach for precipitation nowcasting","volume-title":"Proc. 28th Int. Conf. Neural Inf. Process. Syst. (NIPS)","volume":"1","author":"Xingjian"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v35i5.16566"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/ITSC55140.2022.9921978"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2025.113089"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1016\/j.cosrev.2025.100886"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.62762\/TACS.2024.795448"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2025.127763"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1016\/j.engappai.2025.112715"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/TCE.2024.3439719"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1016\/j.aei.2025.103284"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1145\/3627673.3679567"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1016\/j.neunet.2021.10.021"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2023.3340290"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1016\/j.chaos.2025.116898"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/TCE.2025.3571035"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2021.3056926"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2020.3025797"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1016\/j.trc.2015.03.015"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1145\/3219819.3219922"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2025.3540852"},{"key":"ref43","first-page":"1","article-title":"Eidetic 3D LSTM: A model for video prediction and beyond","volume-title":"Proc. Int. Conf. Learn. Represent.","author":"Wang"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00937"}],"container-title":["IEEE Transactions on Consumer Electronics"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/30\/11553428\/11475507.pdf?arnumber=11475507","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,6,9]],"date-time":"2026-06-09T06:19:39Z","timestamp":1780985979000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11475507\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,5]]},"references-count":44,"journal-issue":{"issue":"2"},"URL":"https:\/\/doi.org\/10.1109\/tce.2026.3681333","relation":{},"ISSN":["0098-3063","1558-4127"],"issn-type":[{"value":"0098-3063","type":"print"},{"value":"1558-4127","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026,5]]}}}