{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,18]],"date-time":"2026-06-18T16:13:26Z","timestamp":1781799206326,"version":"3.54.5"},"reference-count":54,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"12","license":[{"start":{"date-parts":[[2024,12,1]],"date-time":"2024-12-01T00:00:00Z","timestamp":1733011200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2024,12,1]],"date-time":"2024-12-01T00:00:00Z","timestamp":1733011200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2024,12,1]],"date-time":"2024-12-01T00:00:00Z","timestamp":1733011200000},"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":["62001052"],"award-info":[{"award-number":["62001052"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. on Mobile Comput."],"published-print":{"date-parts":[[2024,12]]},"DOI":"10.1109\/tmc.2024.3390941","type":"journal-article","created":{"date-parts":[[2024,4,18]],"date-time":"2024-04-18T13:37:41Z","timestamp":1713447461000},"page":"11121-11132","source":"Crossref","is-referenced-by-count":12,"title":["Masked Token Enabled Pre-Training: A Task-Agnostic Approach for Understanding Complex Traffic Flow"],"prefix":"10.1109","volume":"23","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-3085-9353","authenticated-orcid":false,"given":"Lu","family":"Hou","sequence":"first","affiliation":[{"name":"Intelligent Computing and Communications (IC<sup>2<\/sup>) lab, Key Lab of Universal Wireless Communications, Ministry of Education, Beijing University of Posts and Telecommunications, Beijing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0002-0901-6167","authenticated-orcid":false,"given":"Yunxin","family":"Geng","sequence":"additional","affiliation":[{"name":"China Satellite Network Innovation Research Institute Co., Ltd., Beijing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4202-6260","authenticated-orcid":false,"given":"Lingyi","family":"Han","sequence":"additional","affiliation":[{"name":"Big Data Center, China Aero Geophysical Survey &amp; Remote Sensing Center for Natural Resources (AGRS), Beijing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7404-5007","authenticated-orcid":false,"given":"Haojun","family":"Yang","sequence":"additional","affiliation":[{"name":"Department of Electrical and Computer Engineering, University of Waterloo, Waterloo, ON, Canada"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8531-6762","authenticated-orcid":false,"given":"Kan","family":"Zheng","sequence":"additional","affiliation":[{"name":"College of Electrical Engineering and Computer Sciences, Ningbo University, Ningbo, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4890-0748","authenticated-orcid":false,"given":"Xianbin","family":"Wang","sequence":"additional","affiliation":[{"name":"Department of Electrical and Computer Engineering, Western University, London, ON, Canada"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/TMC.2021.3099979"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/TMC.2023.3300311"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2021.3124673"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/TMC.2018.2863296"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/TMC.2020.3033782"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/TMC.2016.2538226"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/TNSE.2022.3148276"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/TVT.2010.2050013"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2021.3102238"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/TNSE.2020.2990984"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/TNSE.2022.3140529"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.01553"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1016\/j.aiopen.2021.08.002"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/TVT.2021.3057109"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/TNSE.2021.3054244"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/TVT.2016.2585575"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2021.3105446"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2020.2991401"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2019.2916349"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2020.2994910"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/TMC.2012.205"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2014.2345663"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2019.2932785"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/TMC.2020.3006713"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/TNSE.2022.3152983"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/TVT.2019.2947080"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/TMC.2018.2873642"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/TNSE.2021.3126830"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2020\/326"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1155\/2010\/148303"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2020.3007917"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/TVT.2018.2833505"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2018.2832043"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/DDCLS.2018.8515919"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2022.3151238"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/TVT.2020.3007025"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.48550\/arXiv.1810.04805"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/JSTARS.2020.3036602"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2020.3016291"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN52387.2021.9533426"},{"key":"ref41","article-title":"TrafficBERT: Pre-trained model with large-scale data for long-range traffic flow forecasting","volume-title":"Expert Syst. With Appl.","volume":"186","author":"Jin","year":"2021"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1145\/3534678.3539396"},{"key":"ref43","article-title":"Spatio-temporal-decoupled masked pre-training: Benchmarked on traffic forecasting","author":"Gao","year":"2023"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN54540.2023.10191072"},{"key":"ref45","article-title":"Towards real-world traffic prediction and data imputation: A multi-task pretraining and fine-tuning approach","volume-title":"Inf. Sci.","volume":"657","author":"Qu","year":"2024"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.48550\/ARXIV.1706.03762"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.3141\/1748-12"},{"key":"ref48","article-title":"Gaussian error linear units (GELUs","author":"Hendrycks","year":"2016"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1109\/78.650093"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2019.2950416"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.48550\/ARXIV.1406.1078"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2020.2997352"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1007\/978-981-97-2266-2_23"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v37i4.25556"}],"container-title":["IEEE Transactions on Mobile Computing"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/7755\/10746253\/10505023.pdf?arnumber=10505023","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,9,17]],"date-time":"2025-09-17T17:33:12Z","timestamp":1758130392000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10505023\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,12]]},"references-count":54,"journal-issue":{"issue":"12"},"URL":"https:\/\/doi.org\/10.1109\/tmc.2024.3390941","relation":{"has-preprint":[{"id-type":"doi","id":"10.36227\/techrxiv.19134854.v1","asserted-by":"object"}]},"ISSN":["1536-1233","1558-0660","2161-9875"],"issn-type":[{"value":"1536-1233","type":"print"},{"value":"1558-0660","type":"electronic"},{"value":"2161-9875","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024,12]]}}}