{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,10,30]],"date-time":"2024-10-30T02:28:29Z","timestamp":1730255309965,"version":"3.28.0"},"reference-count":28,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2018,8]]},"DOI":"10.1109\/icpr.2018.8545080","type":"proceedings-article","created":{"date-parts":[[2018,11,30]],"date-time":"2018-11-30T00:17:38Z","timestamp":1543537058000},"page":"1487-1492","source":"Crossref","is-referenced-by-count":0,"title":["Predicting Traffic Flow via Ensemble Deep Convolutional Neural Networks with Spatio-temporal Joint Relations"],"prefix":"10.1109","author":[{"given":"Jiaxin","family":"Hou","sequence":"first","affiliation":[]},{"given":"Jing","family":"Chen","sequence":"additional","affiliation":[]},{"given":"Shijie","family":"Liao","sequence":"additional","affiliation":[]},{"given":"Junhao","family":"Wen","sequence":"additional","affiliation":[]},{"given":"Qingyu","family":"Xiong","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref10","article-title":"Time-series modelling for forecasting vehicular traffic flow in Dublin","author":"ghosh","year":"2005","journal-title":"Proceedings of the Transportation Research Board 85th Annual Meeting"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2013.2247040"},{"key":"ref12","article-title":"Multivariate short-term traffic flow forecasting using Bayesian vector autoregressive moving average model","author":"mai","year":"2012","journal-title":"Proceedings of Transportation Research Board Annual Meeting"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2010.2093575"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2006.869623"},{"key":"ref15","first-page":"208","article-title":"Short-term traffic flow forecasting based on Markov chain model","author":"yu","year":"2003","journal-title":"Proc IEEE Intell Veh Symp"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2011.2174051"},{"key":"ref17","first-page":"98","article-title":"Short-term traffic flow prediction: Neural network approach","volume":"1453","author":"smith","year":"1994","journal-title":"Transp Res Rec"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/TCST.2011.2180386"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1145\/1463434.1463490"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1162\/neco.1997.9.8.1735"},{"key":"ref4","doi-asserted-by":"crossref","first-page":"134","DOI":"10.1016\/j.asoc.2015.09.011","article-title":"Swarm intelligence algotrithms for macroscopic traffic flow model validation with automatic assignment of fundamental diagrams","volume":"38","author":"poole","year":"2016","journal-title":"Applied Soft Computing"},{"key":"ref27","first-page":"104","article-title":"Better word representations with recursive neural networks for morphology","author":"luong","year":"2013","journal-title":"CoNLL"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2008.07.069"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1080\/03081068808717359"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1061\/(ASCE)0733-947X(2007)133:3(180)"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1016\/S0968-090X(97)82903-8"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2009.2028149"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1080\/03081060.2012.745318"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1016\/S0169-2070(96)00699-1"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2011.2158001"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2008.2011693"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2014.2311123"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1016\/j.trc.2014.01.005"},{"key":"ref24","first-page":"485c489","article-title":"Anote on uniform distribution and experimental design","volume":"26","author":"wang","year":"1981","journal-title":"Chin Sci Bull"},{"key":"ref23","first-page":"363c372","article-title":"The uniform designs: application of number-theoretic methods in experimental design","volume":"3","author":"fang","year":"1980","journal-title":"Acta Math Appl Sin"},{"key":"ref26","first-page":"865","article-title":"Traffic flow prediction with big data: a deep learning approach","volume":"16","author":"lv","year":"2015","journal-title":"IEEE Trans Intell Transp Syst"},{"key":"ref25","article-title":"Freeway performance measurement system: Final report","author":"varaiya","year":"2001","journal-title":"Tech Rep UCB-ITS-PWP-2001-1"}],"event":{"name":"2018 24th International Conference on Pattern Recognition (ICPR)","start":{"date-parts":[[2018,8,20]]},"location":"Beijing","end":{"date-parts":[[2018,8,24]]}},"container-title":["2018 24th International Conference on Pattern Recognition (ICPR)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/8527858\/8545020\/08545080.pdf?arnumber=8545080","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,1,27]],"date-time":"2022-01-27T12:35:04Z","timestamp":1643286904000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8545080\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,8]]},"references-count":28,"URL":"https:\/\/doi.org\/10.1109\/icpr.2018.8545080","relation":{},"subject":[],"published":{"date-parts":[[2018,8]]}}}