{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,8]],"date-time":"2026-04-08T05:37:18Z","timestamp":1775626638780,"version":"3.50.1"},"reference-count":71,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"8","license":[{"start":{"date-parts":[[2022,8,1]],"date-time":"2022-08-01T00:00:00Z","timestamp":1659312000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/legalcode"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["41801372"],"award-info":[{"award-number":["41801372"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100004377","name":"Hong Kong Polytechnic University Start-Up","doi-asserted-by":"publisher","award":["1-BE0J"],"award-info":[{"award-number":["1-BE0J"]}],"id":[{"id":"10.13039\/501100004377","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Intell. Transport. Syst."],"published-print":{"date-parts":[[2022,8]]},"DOI":"10.1109\/tits.2021.3097240","type":"journal-article","created":{"date-parts":[[2021,7,27]],"date-time":"2021-07-27T20:28:05Z","timestamp":1627417685000},"page":"10923-10934","source":"Crossref","is-referenced-by-count":46,"title":["Short-Term Forecast of Bicycle Usage in Bike Sharing Systems: A Spatial-Temporal Memory Network"],"prefix":"10.1109","volume":"23","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-1983-7922","authenticated-orcid":false,"given":"Xinyu","family":"Li","sequence":"first","affiliation":[{"name":"Department of Land Surveying and Geo-Informatics, The Hong Kong Polytechnic University, Hong Kong"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3898-022X","authenticated-orcid":false,"given":"Yang","family":"Xu","sequence":"additional","affiliation":[{"name":"Department of Land Surveying and Geo-Informatics, The Hong Kong Polytechnic University, Hong Kong"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2835-5394","authenticated-orcid":false,"given":"Qi","family":"Chen","sequence":"additional","affiliation":[{"name":"School of Geography and Information Engineering, China University of Geosciences, Hubei, Wuhan, China"}]},{"given":"Lei","family":"Wang","sequence":"additional","affiliation":[{"name":"University of Toronto Institute for Aerospace Studies, University of Toronto, Toronto, ON, Canada"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5654-1445","authenticated-orcid":false,"given":"Xiaohu","family":"Zhang","sequence":"additional","affiliation":[{"name":"Department of Urban Planning and Design, Faculty of Architecture, The University of Hong Kong, Hong Kong"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3886-7027","authenticated-orcid":false,"given":"Wenzhong","family":"Shi","sequence":"additional","affiliation":[{"name":"Department of Land Surveying and Geo-Informatics, The Hong Kong Polytechnic University, Hong Kong"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.5038\/2375-0901.12.4.3"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1016\/j.compenvurbsys.2019.02.002"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/j.apgeog.2013.05.010"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/MDM48529.2020.00044"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/ITSC.2019.8917099"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1016\/j.jclepro.2014.04.006"},{"key":"ref7","first-page":"1","article-title":"Perspectives on the growing market for public bicycles focus on France and the United Kingdom","volume-title":"Proc. Eur. Transp. Conf.","author":"Beroud"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1038\/Nature14539"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1049\/iet-its.2011.0123"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/ICSMC.1994.400094"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2020.2997352"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1145\/2820783.2820837"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1145\/2906388.2906408"},{"key":"ref14","first-page":"110","article-title":"Predicting bike usage for new york city\u2019s bike sharing system","volume-title":"Proc. AAAI Workshop Comput. Sustainability","author":"Singhvi"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2019.2898831"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1007\/s00521-018-3470-9"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1016\/j.trc.2018.07.013"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1016\/j.jtrangeo.2019.102620"},{"key":"ref19","article-title":"Shared micromoblity policy toolkit: Docked and dockless bike and scooter sharing","author":"Shaheen","year":"2019"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2014.2345663"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1145\/2996913.2997016"},{"key":"ref22","article-title":"Diffusion convolutional recurrent neural network: Data-driven traffic forecasting","author":"Li","year":"2017","journal-title":"arXiv:1707.01926"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v31i1.10735"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1080\/13658816.2019.1652303"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/YAC.2016.7804912"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1080\/13658816.2019.1599895"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1155\/2019\/7643905"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.3390\/s17040818"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1049\/iet-its.2016.0208"},{"key":"ref30","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":"ref31","doi-asserted-by":"publisher","DOI":"10.1016\/j.pmcj.2018.07.004"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2020.2995546"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1016\/s0968-090x(02)00009-8"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.3141\/1857-09"},{"key":"ref35","first-page":"1","article-title":"Travel time prediction on signalised urban arterials by applying SARIMA modelling on Bluetooth data","volume-title":"Proc. 36th Australas. Transp. Res. (ATRF)","author":"Khoei"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1016\/S0003-682X(98)00078-4"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1631\/FITEE.1500381"},{"issue":"5","key":"ref38","first-page":"233","article-title":"Application of ARIMA models to road traffic accident cases in ghana","volume":"4","author":"Avuglah","year":"2014","journal-title":"Int. J. Statist. Appl."},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1007\/BF00167127"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/ICSMC.2006.385244"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.3141\/1678-22"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1061\/(asce)0733-947x(2003)129:6(664)"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1016\/s0968-090x(97)82903-8"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1016\/j.trc.2010.10.002"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1016\/j.trc.2014.02.006"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1080\/15472450.2013.806844"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.3141\/1879-01"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2007.908569"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1287\/trsc.6.4.419"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1287\/educ.1120.0099"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1080\/18128600902823216"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1109\/ITSC.2017.8317743"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2006.869623"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1109\/SSP.2011.5967651"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1007\/11550907_43"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1061\/(ASCE)0733-947X(2007)133:3(180)"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2016.2570021"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1109\/ISCC.2017.8024503"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2020.3016469"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1145\/3226116.3226130"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1109\/ITSC.2017.8317913"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2018\/324"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1109\/WCSP.2017.8171119"},{"key":"ref64","doi-asserted-by":"publisher","DOI":"10.1016\/j.trc.2017.10.016"},{"key":"ref65","doi-asserted-by":"publisher","DOI":"10.1090\/psapm\/040\/1059485"},{"key":"ref66","doi-asserted-by":"publisher","DOI":"10.1080\/13658816.2019.1697879"},{"key":"ref67","article-title":"Generating sequences with recurrent neural networks","author":"Graves","year":"2013","journal-title":"arXiv:1308.0850"},{"key":"ref68","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN.2016.7727770"},{"key":"ref69","first-page":"8024","article-title":"Pytorch: An imperative style, high-performance deep learning library","volume-title":"Advances in Neural Information Processing Systems","author":"Paszke","year":"2019"},{"key":"ref70","first-page":"1","article-title":"Bicycle-sharing schemes: Enhancing sustainable mobility in urban areas","volume":"8","author":"Midgley","year":"2011","journal-title":"United Nations, Dept. Econ. Social Affairs"},{"key":"ref71","article-title":"Effect of bicycle-sharing on public transport accessibility: Application to Chicago divvy bicycle-sharing system","author":"Hong","year":"2016"}],"container-title":["IEEE Transactions on Intelligent Transportation Systems"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6979\/9853713\/09497869.pdf?arnumber=9497869","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,1,11]],"date-time":"2024-01-11T23:33:16Z","timestamp":1705015996000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9497869\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,8]]},"references-count":71,"journal-issue":{"issue":"8"},"URL":"https:\/\/doi.org\/10.1109\/tits.2021.3097240","relation":{},"ISSN":["1524-9050","1558-0016"],"issn-type":[{"value":"1524-9050","type":"print"},{"value":"1558-0016","type":"electronic"}],"subject":[],"published":{"date-parts":[[2022,8]]}}}