{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,25]],"date-time":"2026-03-25T19:14:40Z","timestamp":1774466080047,"version":"3.50.1"},"reference-count":40,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"14","license":[{"start":{"date-parts":[[2025,7,15]],"date-time":"2025-07-15T00:00:00Z","timestamp":1752537600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2025,7,15]],"date-time":"2025-07-15T00:00:00Z","timestamp":1752537600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,7,15]],"date-time":"2025-07-15T00:00:00Z","timestamp":1752537600000},"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":["62373164"],"award-info":[{"award-number":["62373164"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"Project of Central Government Guides Local Program","doi-asserted-by":"publisher","award":["YDZX2024075"],"award-info":[{"award-number":["YDZX2024075"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Development Program Project of Youth Innovation Team of Institutions of Higher Learning in Shandong Province"},{"name":"High-Level Scientific Research Project Cultivation Fund of Shandong Women\u2019s University","award":["2024GSPGJ09"],"award-info":[{"award-number":["2024GSPGJ09"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Internet Things J."],"published-print":{"date-parts":[[2025,7,15]]},"DOI":"10.1109\/jiot.2025.3567697","type":"journal-article","created":{"date-parts":[[2025,5,7]],"date-time":"2025-05-07T13:54:35Z","timestamp":1746626075000},"page":"29005-29017","source":"Crossref","is-referenced-by-count":2,"title":["Dynamic Spatial-Temporal Imputation Network With Missing Features for Traffic Data Imputation"],"prefix":"10.1109","volume":"12","author":[{"ORCID":"https:\/\/orcid.org\/0009-0008-9861-5842","authenticated-orcid":false,"given":"Hao","family":"Li","sequence":"first","affiliation":[{"name":"School of Artificial Intelligence, Shandong Women&#x2019;s University, Jinan, China"}]},{"ORCID":"https:\/\/orcid.org\/0009-0008-5122-3745","authenticated-orcid":false,"given":"Shiyuan","family":"Han","sequence":"additional","affiliation":[{"name":"School of Artificial Intelligence, Shandong Women&#x2019;s University, Jinan, China"}]},{"given":"Min","family":"Yang","sequence":"additional","affiliation":[{"name":"School of Artificial Intelligence, Shandong Women&#x2019;s University, Jinan, China"}]},{"given":"Jie","family":"Liu","sequence":"additional","affiliation":[{"name":"Shandong Provincial Key Laboratory of Network-Based Intelligent Computing, University of Jinan, Jinan, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2447-3606","authenticated-orcid":false,"given":"Jin","family":"Zhou","sequence":"additional","affiliation":[{"name":"Shandong Provincial Key Laboratory of Network-Based Intelligent Computing, University of Jinan, Jinan, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7025-6365","authenticated-orcid":false,"given":"Tong","family":"Zhang","sequence":"additional","affiliation":[{"name":"School of Computer Science and Engineering, South China University of Technology, Guangzhou, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5451-7230","authenticated-orcid":false,"given":"C. L.","family":"Philip Chen","sequence":"additional","affiliation":[{"name":"School of Computer Science and Engineering, South China University of Technology, Guangzhou, China"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2023.3264216"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/ISAS61044.2024.10552524"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/j.procs.2021.03.122"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-37218-7_9"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2019.8683011"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1049\/iet-its.2018.5114"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1145\/3533381"},{"key":"ref8","article-title":"A survey on graph neural networks in intelligent transportation systems","author":"Li","year":"2024","journal-title":"arXiv:2401.00713"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1016\/j.trc.2021.103372"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-86362-3_20"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1016\/j.trc.2022.103826"},{"key":"ref12","first-page":"11906","article-title":"DSTAGNN: Dynamic spatial-temporal aware graph neural network for traffic flow forecasting","volume-title":"Proc. Int. Conf. Mach. Learn.","author":"Lan"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1007\/s00521-023-08831-3"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.3141\/1836-17"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2009.2026312"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.3141\/1879-09"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.3390\/app9102149"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2020.2978530"},{"key":"ref19","first-page":"6776","article-title":"BRITS: Bidirectional recurrent imputation for time series","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","volume":"31","author":"Cao"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2018.08.067"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1016\/j.trc.2020.102674"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2019.2909038"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/OJITS.2022.3215621"},{"key":"ref24","article-title":"Dynamic spatiotemporal graph convolutional neural networks for traffic data imputation with complex missing patterns","author":"Liang","year":"2021","journal-title":"arXiv:2109.08357"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2021.3119638"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM54844.2022.00045"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2022.110188"},{"key":"ref28","article-title":"Graph neural network for spatiotemporal data: methods and applications","author":"Li","year":"2023","journal-title":"arXiv:2306.00012"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2023.02.017"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2024.3461735"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2019\/264"},{"key":"ref32","article-title":"Diffusion convolutional recurrent neural network: Data-driven traffic forecasting","author":"Li","year":"2017","journal-title":"arXiv:1707.01926"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2019.2950416"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1016\/j.trc.2018.11.003"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1016\/j.trc.2016.09.015"},{"key":"ref36","first-page":"4413","article-title":"Miwae: Deep generative modelling and imputation of incomplete data sets","volume-title":"Proc. Int. Conf. Mach. Learn.","author":"Mattei"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2021.3066551"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2024.124648"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1145\/3583780.3615160"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2023.109670"}],"container-title":["IEEE Internet of Things Journal"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/6488907\/11074249\/10990275.pdf?arnumber=10990275","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,2,17]],"date-time":"2026-02-17T21:09:38Z","timestamp":1771362578000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10990275\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,7,15]]},"references-count":40,"journal-issue":{"issue":"14"},"URL":"https:\/\/doi.org\/10.1109\/jiot.2025.3567697","relation":{},"ISSN":["2327-4662","2372-2541"],"issn-type":[{"value":"2327-4662","type":"electronic"},{"value":"2372-2541","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025,7,15]]}}}