{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,21]],"date-time":"2026-01-21T04:46:34Z","timestamp":1768970794810,"version":"3.49.0"},"reference-count":34,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"5","license":[{"start":{"date-parts":[[2022,3,1]],"date-time":"2022-03-01T00:00:00Z","timestamp":1646092800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2022,3,1]],"date-time":"2022-03-01T00:00:00Z","timestamp":1646092800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2022,3,1]],"date-time":"2022-03-01T00:00:00Z","timestamp":1646092800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100001809","name":"NSFC","doi-asserted-by":"publisher","award":["61872247"],"award-info":[{"award-number":["61872247"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Shenzhen Peacock Talent","award":["827-000175"],"award-info":[{"award-number":["827-000175"]}]},{"name":"Guangdong Natural Science Fund","award":["2019A1515011064"],"award-info":[{"award-number":["2019A1515011064"]}]},{"DOI":"10.13039\/501100014736","name":"Lingnan University Direct","doi-asserted-by":"publisher","award":["DR21A6"],"award-info":[{"award-number":["DR21A6"]}],"id":[{"id":"10.13039\/501100014736","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Lingnan Research Seed Fund","award":["102363"],"award-info":[{"award-number":["102363"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Internet Things J."],"published-print":{"date-parts":[[2022,3,1]]},"DOI":"10.1109\/jiot.2021.3100068","type":"journal-article","created":{"date-parts":[[2021,8,10]],"date-time":"2021-08-10T20:32:08Z","timestamp":1628627528000},"page":"3215-3225","source":"Crossref","is-referenced-by-count":18,"title":["ASTCN: An Attentive Spatial\u2013Temporal Convolutional Network for Flow Prediction"],"prefix":"10.1109","volume":"9","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-1608-4320","authenticated-orcid":false,"given":"Haizhou","family":"Guo","sequence":"first","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0979-2185","authenticated-orcid":false,"given":"Dian","family":"Zhang","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3705-3670","authenticated-orcid":false,"given":"Landu","family":"Jiang","sequence":"additional","affiliation":[]},{"given":"Kin-Wang","family":"Poon","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4617-2882","authenticated-orcid":false,"given":"Kezhong","family":"Lu","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2019.2901348"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2018.2866435"},{"key":"ref3","volume-title":"Baidu Migration","year":"2020"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1145\/2629592"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1007\/s11704-011-1192-6"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2013.2262376"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1145\/2996913.2996934"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1038\/nature14539"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2018.2853663"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2020.2974494"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2017.2716114"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2018.2838574"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1145\/2996913.2997016"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v31i1.10735"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1145\/3219819.3219931"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v33i01.33015668"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2019\/274"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.3390\/rs11111265"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v34i01.5438"},{"key":"ref21","volume-title":"An empirical evaluation of generic convolutional and recurrent networks for sequence modeling","author":"Bai","year":"2018"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-11024-6_18"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.113"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/ICCVW.2019.00183"},{"key":"ref25","first-page":"802","article-title":"Convolutional LSTM network: A machine learning approach for precipitation nowcasting","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","author":"Xingjian"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v32i1.11836"},{"key":"ref27","first-page":"1","article-title":"Diffusion convolutional recurrent neural network: Data-driven traffic forecasting","volume-title":"Proc. 6th Int. Conf. Learn. Represent.","author":"Li"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v35i17.17761"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00745"},{"key":"ref30","first-page":"5998","article-title":"Attention is all you need","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","author":"Vaswani"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.90"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.2307\/2699986"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1023\/A:I0I0933404324"},{"key":"ref34","volume-title":"Adam: A method for stochastic optimization","author":"Kingma","year":"2014"},{"issue":"85","key":"ref35","first-page":"2825","article-title":"Scikit-learn: Machine learning in Python","volume":"12","author":"Pedregosa","year":"2011","journal-title":"J. Mach. Learn. Res."}],"container-title":["IEEE Internet of Things Journal"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6488907\/9717339\/09511315.pdf?arnumber=9511315","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,1,11]],"date-time":"2024-01-11T22:39:10Z","timestamp":1705012750000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9511315\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,3,1]]},"references-count":34,"journal-issue":{"issue":"5"},"URL":"https:\/\/doi.org\/10.1109\/jiot.2021.3100068","relation":{},"ISSN":["2327-4662","2372-2541"],"issn-type":[{"value":"2327-4662","type":"electronic"},{"value":"2372-2541","type":"electronic"}],"subject":[],"published":{"date-parts":[[2022,3,1]]}}}