{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,12,5]],"date-time":"2025-12-05T18:57:57Z","timestamp":1764961077314,"version":"3.46.0"},"reference-count":54,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"12","license":[{"start":{"date-parts":[[2025,12,1]],"date-time":"2025-12-01T00:00:00Z","timestamp":1764547200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2025,12,1]],"date-time":"2025-12-01T00:00:00Z","timestamp":1764547200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,12,1]],"date-time":"2025-12-01T00:00:00Z","timestamp":1764547200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100003453","name":"Natural Science Foundation of Guangdong Province","doi-asserted-by":"publisher","award":["2024A1515240072","2025A1515012958"],"award-info":[{"award-number":["2024A1515240072","2025A1515012958"]}],"id":[{"id":"10.13039\/501100003453","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Guangzhou Basic and Applied Basic Research","award":["2025A04J4677"],"award-info":[{"award-number":["2025A04J4677"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Intell. Transport. Syst."],"published-print":{"date-parts":[[2025,12]]},"DOI":"10.1109\/tits.2025.3618900","type":"journal-article","created":{"date-parts":[[2025,11,7]],"date-time":"2025-11-07T18:12:02Z","timestamp":1762539122000},"page":"22015-22030","source":"Crossref","is-referenced-by-count":0,"title":["Toward Efficient Traffic State Imputation From Sparse Observations on Road Network Scale: A Spatial-Temporal Query Matching Approach"],"prefix":"10.1109","volume":"26","author":[{"ORCID":"https:\/\/orcid.org\/0009-0002-8171-5712","authenticated-orcid":false,"given":"Liyou","family":"Li","sequence":"first","affiliation":[{"name":"School of Civil Engineering and Transportation, South China University of Technology, Guangzhou, China"}]},{"given":"Ting","family":"Wang","sequence":"additional","affiliation":[{"name":"College of Transportation Engineering, Tongji University, Shanghai, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4651-1570","authenticated-orcid":false,"given":"Yiming","family":"Bie","sequence":"additional","affiliation":[{"name":"School of Transportation, Jilin University, Changchun, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0021-0548","authenticated-orcid":false,"given":"Lingshu","family":"Zhong","sequence":"additional","affiliation":[{"name":"School of Systems Science and Engineering, Sun Yat-sen University, Guangzhou, China"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2024.3411638"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/TCE.2024.3476129"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/j.aap.2024.107741"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1061\/JTEPBS.TEENG-7717"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.26599\/JICV.2023.9210039"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.26599\/JICV.2023.9210050"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1016\/j.trc.2004.07.006"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1016\/j.trc.2021.103444"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1038\/s41467-020-15353-2"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1126\/sciadv.aau2670"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2023.3247961"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2024.125144"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1016\/j.inffus.2024.102292"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.48550\/ARXIV.1706.03762"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2021.3074564"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1002\/mpr.329"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2016.2530312"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2013.01.021"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1177\/0361198105193500107"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/TST.2012.6216760"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2009.2026312"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1080\/15472450.2020.1713772"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1016\/j.trc.2018.11.003"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2021.3113608"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2021.107114"},{"key":"ref26","first-page":"856","article-title":"Bidirectional recurrent neural networks as generative models","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","volume":"28","author":"Berglund"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-018-24271-9"},{"key":"ref28","article-title":"A convolution recurrent autoencoder for spatio-temporal missing data imputation","author":"Asadi","year":"2019","journal-title":"arXiv:1904.12413"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2023.121468"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1016\/j.chaos.2024.115437"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2021.3119638"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1016\/j.trc.2021.103372"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1038\/s42256-023-00746-x"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2022.3171780"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2023.119619"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.3141\/1855-20"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/CIDM.2009.4938632"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2025.3541448"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1016\/j.trc.2021.103226"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1016\/j.trc.2020.102673"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1016\/j.trc.2016.09.015"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1049\/iet-its.2018.5114"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1016\/j.trc.2025.105080"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1016\/j.trc.2022.103826"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2024.3427429"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1080\/21680566.2022.2143453"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1080\/23249935.2023.2197511"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2025.3556803"},{"key":"ref49","first-page":"5301","article-title":"On the spectral bias of neural networks","volume-title":"Proc. Int. Conf. Mach. Learn.","author":"Rahaman"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1145\/3503250"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1080\/03081060802364505"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1103\/physreve.62.1805"},{"key":"ref53","first-page":"5689","article-title":"Gain: Missing data imputation using generative adversarial nets","volume-title":"Proc. Int. Conf. Mach. Learn.","author":"Yoon"},{"key":"ref54","article-title":"ITransformer: Inverted transformers are effective for time series forecasting","author":"Liu","year":"2023","journal-title":"arXiv:2310.06625"}],"container-title":["IEEE Transactions on Intelligent Transportation Systems"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/6979\/11278554\/11235537.pdf?arnumber=11235537","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,12,5]],"date-time":"2025-12-05T18:40:35Z","timestamp":1764960035000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11235537\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,12]]},"references-count":54,"journal-issue":{"issue":"12"},"URL":"https:\/\/doi.org\/10.1109\/tits.2025.3618900","relation":{},"ISSN":["1524-9050","1558-0016"],"issn-type":[{"type":"print","value":"1524-9050"},{"type":"electronic","value":"1558-0016"}],"subject":[],"published":{"date-parts":[[2025,12]]}}}