NDLI: Combined short-term traffic flow forecast model for Beijing Traffic Forecast System

Content Provider	IEEE Xplore Digital Library
Author	Shen Dong Liguang Sun Tanghsien Chang Huapu Lu
Copyright Year	2011
Description	Author affiliation: Research Institute of Civil Aviation Safety, Civil Aviation University of China, Tianjin, China (Shen Dong) \|\| Department of Civil Engineering, Tsinghua University, Beijing, China (Liguang Sun) \|\| Department of Civil Engineering, National, Taiwan University, Taipei, Taiwan (Tanghsien Chang) \|\| Department of Civil Engineering, Tsinghua, University, Beijing, China (Huapu Lu)
Abstract	A short-term traffic flow forecasting model is studied for Beijing Traffic Forecast System. From a practical view, a combined forecast model is considered, including Discrete Fourier Transform model, Autoregressive model and Neighborhood Regression model. In order to update weight real-timely, the Bayesian approach is utilized to adjust weights of each sub-model. A large amount of data test is carried out among all sub-models and combined model. It shows advantages of combined model.
Starting Page	638
Ending Page	643
File Size	222851
Page Count	6
File Format	PDF
ISBN	9781457721984
ISSN	21530009
e-ISBN	9781457721977
DOI	10.1109/ITSC.2011.6083041
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2011-10-05
Publisher Place	USA
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Intelligent transportation systems USA Councils Conferences
Content Type	Text
Resource Type	Article

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1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
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3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
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