{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,17]],"date-time":"2026-06-17T05:51:02Z","timestamp":1781675462655,"version":"3.54.5"},"reference-count":40,"publisher":"IEEE","license":[{"start":{"date-parts":[[2019,10,1]],"date-time":"2019-10-01T00:00:00Z","timestamp":1569888000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2019,10,1]],"date-time":"2019-10-01T00:00:00Z","timestamp":1569888000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2019,10,1]],"date-time":"2019-10-01T00:00:00Z","timestamp":1569888000000},"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":[[2019,10]]},"DOI":"10.1109\/itsc.2019.8917456","type":"proceedings-article","created":{"date-parts":[[2019,11,29]],"date-time":"2019-11-29T11:11:50Z","timestamp":1575025910000},"page":"1941-1946","source":"Crossref","is-referenced-by-count":2,"title":["Data-driven Models for Short-term Travel Time Predictio"],"prefix":"10.1109","author":[{"given":"Aakash Kumar","family":"Narayanan","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Chaitra","family":"Pranesh","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Sarat Chandra","family":"Nagavarapu","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"B. Anil","family":"Kumar","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Justin","family":"Dauwels","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref39","year":"2019","journal-title":"TreeBagger"},{"key":"ref38","doi-asserted-by":"crossref","DOI":"10.1007\/978-0-387-84858-7","author":"hastie","year":"2009","journal-title":"The Elements of Statistical Learning"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1177\/0361198118776139"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1016\/j.trc.2018.03.001"},{"key":"ref31","article-title":"Deep neural networks for traffic flow predictio","author":"yi","year":"2017","journal-title":"2017 IEEE International Conference on Big Data and Smart Computing (BigComp)"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2014.2345663"},{"key":"ref37","author":"breiman","year":"2004","journal-title":"Classification and Regression Trees"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1023\/A:1010933404324"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1162\/neco.1997.9.8.1735"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1111\/mice.12315"},{"key":"ref10","first-page":"570","article-title":"Corsim - corridortraffic simulation mode","author":"halati","year":"1997","journal-title":"Traffic Congestion and Traffic Safety in the 21st Century Challenges Innovations and Opportunities"},{"key":"ref40","year":"0","journal-title":"RTA freeway travel time prediction"},{"key":"ref11","first-page":"1","article-title":"Dynamit : A simulation-based system for traffic predictio","author":"ben-akiva","year":"1998","journal-title":"Proc DACCORD Short Term Forecasting Workshop"},{"key":"ref12","article-title":"Evaluation of dynamit: A prototype traffic estimation and prediction syste","author":"park","year":"2006","journal-title":"Technical report Center for Transportation Studies at the University of Virginia"},{"key":"ref13","first-page":"281","article-title":"On kinematic waves. ii a theory of traffic flow on long crowded road","volume":"229","author":"lighthill","year":"1955","journal-title":"Proc Roy Soc"},{"key":"ref14","volume":"145","author":"papageorgiou","year":"2010","journal-title":"Traffic Simulation With METANET"},{"key":"ref15","first-page":"20","article-title":"Cellular automata models for transportation application","author":"kai","year":"2002","journal-title":"Cellular Automata Lecture Notes in Computer Science"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1080\/01441647.2014.992496"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1177\/0361198105193500117"},{"key":"ref18","first-page":"1","article-title":"Analysis of freeway traffic time-series data by using box-jenkins technique","volume":"722","author":"ahmed","year":"1979","journal-title":"Transportation Research Record Journal of the Transportation Research Board"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2009.2021448"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1111\/mice.12417"},{"key":"ref4","first-page":"1","article-title":"Short term traffic prediction model","author":"van hinsbergen","year":"2007","journal-title":"Proc of 14th World Congress on Intelligent Transport Systems"},{"key":"ref27","doi-asserted-by":"crossref","first-page":"818","DOI":"10.3390\/s17040818","article-title":"Learning traffic as images: A deep convolutional neural network for large-scale transportation network speed predictio","volume":"17","author":"ma","year":"2017","journal-title":"Sensors (Basel)"},{"key":"ref3","article-title":"Reliable travel time prediction for freeway","author":"van lint","year":"2004","journal-title":"PhD thesis"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/6979.869017"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2018\/505"},{"key":"ref5","first-page":"230","article-title":"An advanced traveler information system with emerging network technologie","author":"wu","year":"2003","journal-title":"Proc 6th Asia-Pacific Conf Intelligent Transportation Systems Forum"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1007\/s40890-017-0043-z"},{"key":"ref7","first-page":"6","article-title":"Travel times as a basic part of the LISB guidance strateg","author":"hoffman","year":"1990","journal-title":"3rd Int Conf on Road Traffic Control"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1080\/23249935.2014.932469"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1016\/j.trc.2017.04.002"},{"key":"ref1","year":"0","journal-title":"Americans’ commutes keep getting longer according to survey data"},{"key":"ref20","first-page":"471","article-title":"Travel time prediction method for expressway using toll collection system dat","author":"ohba","year":"1999","journal-title":"Proceedings 199 IEEE\/IEEJ\/JSAI International Conference on Intelligent Transportation Systems (Cat No 99TH8383"},{"key":"ref22","article-title":"Pattern-based bus travel time prediction under heterogeneous traffic condition","author":"kumar","year":"2014","journal-title":"Transportation Research Board Annu Meeting"},{"key":"ref21","doi-asserted-by":"crossref","DOI":"10.3141\/1836-18","article-title":"Short-term traffic forecasting using the local linear regression mode","author":"sun","year":"2003","journal-title":"82nd Annu Meeting Transportation Research Board"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1111\/0885-9507.00154"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.3141\/1717-15"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0119044"},{"key":"ref25","first-page":"600","article-title":"Support vector machine technique for the short term prediction of travel tim","volume":"1931 587","author":"vanajakshi","year":"2007","journal-title":"Proc IEEE Intelligent Vehicles Symp"}],"event":{"name":"2019 IEEE Intelligent Transportation Systems Conference - ITSC","location":"Auckland, New Zealand","start":{"date-parts":[[2019,10,27]]},"end":{"date-parts":[[2019,10,30]]}},"container-title":["2019 IEEE Intelligent Transportation Systems Conference (ITSC)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/8907344\/8916833\/08917456.pdf?arnumber=8917456","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,7,18]],"date-time":"2022-07-18T15:22:29Z","timestamp":1658157749000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8917456\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,10]]},"references-count":40,"URL":"https:\/\/doi.org\/10.1109\/itsc.2019.8917456","relation":{},"subject":[],"published":{"date-parts":[[2019,10]]}}}