{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,12]],"date-time":"2025-11-12T18:51:24Z","timestamp":1762973484626,"version":"3.45.0"},"reference-count":63,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"11","license":[{"start":{"date-parts":[[2025,11,1]],"date-time":"2025-11-01T00:00:00Z","timestamp":1761955200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2025,11,1]],"date-time":"2025-11-01T00:00:00Z","timestamp":1761955200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,11,1]],"date-time":"2025-11-01T00:00:00Z","timestamp":1761955200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100015401","name":"Key Research and Development Project in Shaanxi Province","doi-asserted-by":"publisher","award":["2023GXLH-024"],"award-info":[{"award-number":["2023GXLH-024"]}],"id":[{"id":"10.13039\/501100015401","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Science Foundation of China","doi-asserted-by":"publisher","award":["62476215","62302380","62037001","62137002","62192781"],"award-info":[{"award-number":["62476215","62302380","62037001","62137002","62192781"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100002858","name":"China Postdoctoral Science Foundation","doi-asserted-by":"publisher","award":["2023M742789"],"award-info":[{"award-number":["2023M742789"]}],"id":[{"id":"10.13039\/501100002858","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Intell. Transport. Syst."],"published-print":{"date-parts":[[2025,11]]},"DOI":"10.1109\/tits.2025.3588274","type":"journal-article","created":{"date-parts":[[2025,7,31]],"date-time":"2025-07-31T18:32:45Z","timestamp":1753986765000},"page":"20503-20518","source":"Crossref","is-referenced-by-count":0,"title":["Management Actions Enhanced Traffic Prediction Under Sparse Data"],"prefix":"10.1109","volume":"26","author":[{"ORCID":"https:\/\/orcid.org\/0009-0005-9618-5015","authenticated-orcid":false,"given":"Zhiming","family":"Liang","sequence":"first","affiliation":[{"name":"SPKLSTN Laboratory, School of Computer Science and Technology, Xi&#x2019;an Jiaotong University, Xi&#x2019;an, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8272-9361","authenticated-orcid":false,"given":"Bin","family":"Shi","sequence":"additional","affiliation":[{"name":"SPKLSTN Laboratory, School of Computer Science and Technology, Xi&#x2019;an Jiaotong University, Xi&#x2019;an, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7695-9072","authenticated-orcid":false,"given":"Bo","family":"Dong","sequence":"additional","affiliation":[{"name":"National Engineering Laboratory of Big Data Analytics, School of Distance Education, Xi&#x2019;an Jiaotong University, Xi&#x2019;an, Shaanxi, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Hua","family":"Wei","sequence":"additional","affiliation":[{"name":"School of Computing and Augmented Intelligence, Arizona State University, Tempe, AZ, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1016\/j.trc.2008.10.002"},{"key":"ref2","first-page":"14927","article-title":"Deep evidential regression","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","volume":"33","author":"Amini"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1111\/jtsa.12426"},{"key":"ref4","first-page":"17804","article-title":"Adaptive graph convolutional recurrent network for traffic forecasting","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","volume":"33","author":"Bai"},{"key":"ref5","first-page":"251","article-title":"A study of K-nearest neighbour as an imputation method","volume":"87","author":"Batista","year":"2002","journal-title":"His"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2020.2999662"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1016\/j.trc.2018.11.003"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1016\/0191-2615(94)90002-7"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/MWSCAS.2017.8053243"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1145\/3447548.3467430"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.3934\/era.2023115"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1007\/s00521-009-0295-6"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1145\/1102351.1102385"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v33i01.3301922"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2021.3056502"},{"key":"ref16","first-page":"96","article-title":"Signalized intersection delay models\u2014A primer for the uninitiated","volume":"971","author":"Hurdle","year":"1984","journal-title":"Transp. Res. Rec."},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1145\/3267305.3274163"},{"key":"ref18","first-page":"1215","article-title":"STGRAT: A spatio-temporal graph attention network for traffic forecasting","volume-title":"Proc. 29th ACM Int. Conf. Inf. Knowl. Manage. (CIKM)","author":"Kim"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.48550\/ARXIV.1609.02907"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1257\/jep.15.4.143"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/MC.2009.263"},{"issue":"2","key":"ref22","first-page":"235","article-title":"Near-optimal sensor placements in Gaussian processes: Theory, efficient algorithms and empirical studies","volume":"9","author":"Krause","year":"2008","journal-title":"J. Mach. Learn. Res."},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1145\/3534678.3539236"},{"key":"ref24","article-title":"MisGAN: Learning from incomplete data with generative adversarial networks","author":"Cheng-Xian Li","year":"2019","journal-title":"arXiv:1902.09599"},{"key":"ref25","article-title":"Diffusion convolutional recurrent neural network: Data-driven traffic forecasting","author":"Li","year":"2017","journal-title":"arXiv:1707.01926"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2023.3243913"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v30i1.9971"},{"key":"ref28","first-page":"1603","article-title":"Multivariate time series imputation with generative adversarial networks","volume-title":"Proc. Adv. Neural Inf. Process. Syst. (NeurIPS)","volume":"31","author":"Luo"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1016\/j.neunet.2023.12.016"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2014.2345663"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1016\/j.trc.2015.03.014"},{"key":"ref32","first-page":"2287","article-title":"Spectral regularization algorithms for learning large incomplete matrices","volume":"11","author":"Mazumder","year":"2010","journal-title":"J. Mach. Learn. Res."},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM58522.2023.00152"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1145\/3447548.3467424"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1016\/j.physd.2019.132306"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v34i01.5438"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1177\/03611981231198851"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1145\/3308558.3313621"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1016\/j.trc.2013.08.014"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2022.3233890"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1145\/3293317"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1145\/3097983.3097985"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1145\/3366423.3380186"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1145\/3292500.3330949"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1145\/3357384.3357902"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v35i5.16575"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1145\/3394486.3403118"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2019\/264"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1049\/iet-its.2018.5511"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v33i01.33015668"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v32i1.11836"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-86362-3_20"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1145\/3357384.3357822"},{"key":"ref54","first-page":"5689","article-title":"Gain: Missing data imputation using generative adversarial nets","volume-title":"Proc. Int. Conf. Mach. Learn.","author":"Yoon"},{"key":"ref55","article-title":"Spatio-temporal graph convolutional networks: A deep learning framework for traffic forecasting","author":"Yu","year":"2017","journal-title":"arXiv:1709.04875"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1137\/1.9781611974973.87"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v31i1.10735"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2023.3243122"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1145\/3340531.3411941"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v35i17.17761"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1049\/iet-its.2016.0208"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v34i01.5477"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1049\/iet-its.2018.5114"}],"container-title":["IEEE Transactions on Intelligent Transportation Systems"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/6979\/11241045\/11106410.pdf?arnumber=11106410","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,11,12]],"date-time":"2025-11-12T18:43:52Z","timestamp":1762973032000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11106410\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,11]]},"references-count":63,"journal-issue":{"issue":"11"},"URL":"https:\/\/doi.org\/10.1109\/tits.2025.3588274","relation":{},"ISSN":["1524-9050","1558-0016"],"issn-type":[{"type":"print","value":"1524-9050"},{"type":"electronic","value":"1558-0016"}],"subject":[],"published":{"date-parts":[[2025,11]]}}}