Urban link travel time estimation using large-scale taxi data with partial information

•Uses large scale GPS traces of taxi cabs in New York City.•A model for estimating link travel times is developed using large scale data.•Developed insights into the congestion issues in New York City.•Rigorous numerical results are performed to test the approach. Taxicabs equipped with Global Posit...

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Bibliographic Details
Published in:	Transportation research. Part C, Emerging technologies Vol. 33; pp. 37 - 49
Main Authors:	Zhan, Xianyuan, Hasan, Samiul, Ukkusuri, Satish V., Kamga, Camille
Format:	Journal Article
Language:	English
Published:	Kidlington Elsevier India Pvt Ltd 01.08.2013 Elsevier
Subjects:	Applied sciences Exact sciences and technology GPS-enabled taxicab Ground, air and sea transportation, marine construction Large scale data analysis Path inference Probe vehicle Road transportation and traffic Traffic state estimation Transportation planning, management and economics Urban networks Traffic state estimation Probe vehicle GPS-enabled taxicab Large scale data analysis Path inference Urban networks Data analysis Travel time GPS system Forecast model Modeling Urban district network Urban road traffic Taxi Large scale
ISSN:	0968-090X, 1879-2359
Online Access:	Get full text
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