ANN based short-term traffic flow forecasting in undivided two lane highway

ANN based short-term traffic flow forecasting in undivided two lane highway

Abstract Short term traffic forecasting is one of the important fields of study in the transportation domain. Short term traffic forecasting is very useful to develop a more advanced transportation system to control traffic signals and avoid congestions. Several studies have made efforts for short t...

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Bibliographic Details
Main Authors: Bharti Sharma, Sachin Kumar, Prayag Tiwari, Pranay Yadav, Marina I. Nezhurina
Format: Article
Language:English
Published: SpringerOpen 2018-12-01
Series:Journal of Big Data
Subjects:
Traffic density
Multilayer perceptron with back-propagation
Multi-class traffic
Statistical indices
Traffic flow
Online Access:http://link.springer.com/article/10.1186/s40537-018-0157-0

Internet

http://link.springer.com/article/10.1186/s40537-018-0157-0

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