Freeway Short-Term Traffic Flow Forecasting by Considering Traffic Volatility Dynamics and Missing Data Situations

Short-term traffic flow forecasting is a critical function in advanced traffic management systems (ATMS) and advanced traveler information systems (ATIS). Accurate forecasting results are useful to indicate future traffic conditions and assist traffic managers in seeking solutions to congestion prob...

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Bibliographic Details
Main Author: Zhang, Yanru
Other Authors: Zhang, Yunlong
Format: Others
Language:en_US
Published: 2012
Subjects:
Online Access:http://hdl.handle.net/1969.1/ETD-TAMU-2011-08-9971