{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,13]],"date-time":"2026-03-13T19:28:42Z","timestamp":1773430122047,"version":"3.50.1"},"reference-count":30,"publisher":"IEEE","license":[{"start":{"date-parts":[[2020,9,20]],"date-time":"2020-09-20T00:00:00Z","timestamp":1600560000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2020,9,20]],"date-time":"2020-09-20T00:00:00Z","timestamp":1600560000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2020,9,20]],"date-time":"2020-09-20T00:00:00Z","timestamp":1600560000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2020,9,20]]},"DOI":"10.1109\/itsc45102.2020.9294402","type":"proceedings-article","created":{"date-parts":[[2020,12,24]],"date-time":"2020-12-24T23:14:55Z","timestamp":1608851695000},"page":"1-6","source":"Crossref","is-referenced-by-count":10,"title":["Reconstruction of Missing Trajectory Data: A Deep Learning Approach"],"prefix":"10.1109","author":[{"given":"Ziwei","family":"Wang","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Shiyao","family":"Zhang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"James J.Q.","family":"Yu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref30","first-page":"215","author":"akaike","year":"1998","journal-title":"A New Look at the Statistical Model Identification"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/34.713358"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/ICDE.2002.994784"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1145\/1066157.1066213"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/IVS.2008.4621153"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1016\/j.trc.2012.12.007"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1080\/03081060802364505"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/ICSESS.2015.7339209"},{"key":"ref17","article-title":"Clustering dynamic spatio-temporal patterns in the presence of noise and missing data","author":"chen","year":"2015","journal-title":"International Conference on Artificial Intelligence"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/BigComp.2018.00021"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/WCSP.2018.8555917"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1145\/1409635.1409677"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2014.2345663"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1021\/ac60214a047"},{"key":"ref3","first-page":"1","article-title":"A practical route guidance approach based on historical and real-time traffic effects","author":"lu","year":"2009","journal-title":"Proc 17th Int Conf Geoinformatics"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2019.2910560"},{"key":"ref29","article-title":"Forecasting, structural time series models and the kalman filter","author":"harvey","year":"1991","journal-title":"Cambria Books"},{"key":"ref5","article-title":"Revisiting spatial-temporal similarity: A deep learning framework for traffic prediction","author":"yao","year":"2018","journal-title":"AAAI"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/78.978396"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1145\/2743025"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1145\/1409635.1409677"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1142\/9789812565402_0001"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2011.200"},{"key":"ref20","first-page":"1","article-title":"Sequential regression with missing data using lstm networks","author":"s\u00b8 ahin","year":"2019","journal-title":"2019 27th Signal Processing and Communications Applications Conference (SIU)"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2019.2943055"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/ICBDA.2019.8713215"},{"key":"ref24","article-title":"Neural machine translation by jointly learning to align and translate","author":"bahdanau","year":"2014","journal-title":"arXiv 1409 0473 [cs CL]"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.3115\/v1\/D14-1179"},{"key":"ref26","article-title":"Why gradient clipping accelerates training: A theoretical justification for adaptivity","author":"zhang","year":"2020","journal-title":"Proc International Conference on Learning Representations"},{"key":"ref25","article-title":"Adam: A method for stochastic optimization","author":"kingma","year":"2014","journal-title":"arXiv 1412 6980 [cs LG]"}],"event":{"name":"2020 IEEE 23rd International Conference on Intelligent Transportation Systems (ITSC)","location":"Rhodes, Greece","start":{"date-parts":[[2020,9,20]]},"end":{"date-parts":[[2020,9,23]]}},"container-title":["2020 IEEE 23rd International Conference on Intelligent Transportation Systems (ITSC)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/9294153\/9294168\/09294402.pdf?arnumber=9294402","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,6,28]],"date-time":"2022-06-28T21:57:54Z","timestamp":1656453474000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9294402\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020,9,20]]},"references-count":30,"URL":"https:\/\/doi.org\/10.1109\/itsc45102.2020.9294402","relation":{},"subject":[],"published":{"date-parts":[[2020,9,20]]}}}