{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,3]],"date-time":"2026-06-03T13:20:45Z","timestamp":1780492845070,"version":"3.54.1"},"reference-count":58,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"2","license":[{"start":{"date-parts":[[2026,2,1]],"date-time":"2026-02-01T00:00:00Z","timestamp":1769904000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2026,2,1]],"date-time":"2026-02-01T00:00:00Z","timestamp":1769904000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2026,2,1]],"date-time":"2026-02-01T00:00:00Z","timestamp":1769904000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"name":"National Key R&D Program of China","award":["2025YFA1016400"],"award-info":[{"award-number":["2025YFA1016400"]}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["12171072"],"award-info":[{"award-number":["12171072"]}],"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":["12371456"],"award-info":[{"award-number":["12371456"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Sichuan Science and Technology Program","award":["2024NSFSC0038"],"award-info":[{"award-number":["2024NSFSC0038"]}]},{"name":"Sichuan Science and Technology Program","award":["2024NSFJQ0038"],"award-info":[{"award-number":["2024NSFJQ0038"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Knowl. Data Eng."],"published-print":{"date-parts":[[2026,2]]},"DOI":"10.1109\/tkde.2025.3638633","type":"journal-article","created":{"date-parts":[[2025,11,28]],"date-time":"2025-11-28T18:44:17Z","timestamp":1764355457000},"page":"1349-1363","source":"Crossref","is-referenced-by-count":1,"title":["Topology-Induced Low-Rank Tensor Representation for Spatio-Temporal Traffic Data Imputation"],"prefix":"10.1109","volume":"38","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-6360-2955","authenticated-orcid":false,"given":"Zhi-Long","family":"Han","sequence":"first","affiliation":[{"name":"School of Mathematical Sciences, University of Electronic Science and Technology of China, Chengdu, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7766-230X","authenticated-orcid":false,"given":"Ting-Zhu","family":"Huang","sequence":"additional","affiliation":[{"name":"School of Mathematical Sciences, University of Electronic Science and Technology of China, Chengdu, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6540-946X","authenticated-orcid":false,"given":"Xi-Le","family":"Zhao","sequence":"additional","affiliation":[{"name":"School of Mathematical Sciences, University of Electronic Science and Technology of China, Chengdu, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1508-9015","authenticated-orcid":false,"given":"Ben-Zheng","family":"Li","sequence":"additional","affiliation":[{"name":"School of Mathematical Sciences, University of Electronic Science and Technology of China, Chengdu, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8670-0846","authenticated-orcid":false,"given":"Meng","family":"Ding","sequence":"additional","affiliation":[{"name":"School of Mathematics, Southwest Jiaotong University, Chengdu, China"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"issue":"4","key":"ref1","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1145\/3161602","article-title":"Spatio-temporal data mining: A survey of problems and methods","volume":"51","author":"Atluri","year":"2018","journal-title":"ACM Comput. Surv."},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2019.2937027"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2023.3294440"},{"key":"ref4","first-page":"2260","article-title":"ImputeFormer: Low rankness-induced transformers for generalizable spatiotemporal imputation","volume-title":"Proc. 30th ACM SIGKDD Conf. Knowl. Discov. Data Mining","author":"Nie"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2017.2732986"},{"key":"ref6","first-page":"3491","article-title":"Fast multivariate spatio-temporal analysis via low rank tensor learning","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","author":"Bahadori"},{"key":"ref7","first-page":"1","article-title":"Foundations of the PARAFAC procedure: Models and conditions for an \u201d explanatory\u201d multimodal factor analysis","volume":"16","author":"Harshman","year":"1970","journal-title":"UCLA Working Papers Phonetics"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1007\/BF02289464"},{"issue":"1","key":"ref9","doi-asserted-by":"crossref","first-page":"208","DOI":"10.1109\/TPAMI.2012.39","article-title":"Tensor completion for estimating missing values in visual data","volume":"35","author":"Liu","year":"2013","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2012.271"},{"key":"ref11","first-page":"655","article-title":"Low-rank matrix recovery via efficient schatten P-norm minimization","volume-title":"Proc. AAAI Conf. Artif. Intell.","author":"Nie"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1016\/j.trc.2020.102673"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1016\/j.trc.2022.103737"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2019.2954868"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2024.3419698"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2021.3098637"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1016\/j.trc.2023.104190"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2024.3393131"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1016\/j.trc.2021.103226"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2021.3113608"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2022.3172447"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1016\/j.acha.2015.09.005"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2023.3279321"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2018.2854968"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2021.3117130"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2021.3066551"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/ITSC.2019.8917365"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2023.3333522"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2025.3531221"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1016\/j.laa.2010.09.020"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2015.2507259"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1016\/j.chemolab.2010.08.004"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1016\/j.trc.2018.11.003"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1016\/j.trc.2012.12.007"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1016\/j.trc.2017.09.011"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1007\/s10589-021-00315-1"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2024.3486529"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/JAS.2024.124278"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2019.2891760"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1016\/j.physa.2015.09.105"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2024.3422214"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1137\/1.9781611972801.19"},{"key":"ref43","first-page":"847","article-title":"Temporal regularized matrix factorization for high-dimensional time series prediction","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","author":"Yu"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/JPROC.2018.2820126"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2018.04.029"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1109\/MSP.2012.2235192"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1016\/j.trc.2020.102671"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1137\/07070111X"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.2022.3196707"},{"key":"ref50","volume-title":"Spectral Graph Theory","volume":"92","author":"Chung","year":"1997"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1016\/j.acha.2010.04.005"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2019.2950416"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1145\/3447548.3467430"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2018\/505"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2021.3056502"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.3141\/1748-12"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.00210"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00861"}],"container-title":["IEEE Transactions on Knowledge and Data Engineering"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/69\/11329113\/11271184.pdf?arnumber=11271184","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,1,6]],"date-time":"2026-01-06T18:37:18Z","timestamp":1767724638000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11271184\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,2]]},"references-count":58,"journal-issue":{"issue":"2"},"URL":"https:\/\/doi.org\/10.1109\/tkde.2025.3638633","relation":{},"ISSN":["1041-4347","1558-2191","2326-3865"],"issn-type":[{"value":"1041-4347","type":"print"},{"value":"1558-2191","type":"electronic"},{"value":"2326-3865","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026,2]]}}}