Traffic flow forecasting neural networks based on exponential smoothing method

Traffic flow forecasting neural networks based on exponential smoothing method

This paper discusses a neural network development approach based on an exponential smoothing method which aims at enhancing previously used neural networks for traffic flow forecasting. The approach uses the exponential smoothing method to pre-process traffic flow data before implementing on neural...

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Bibliographic Details
Main Authors: Chan, Kit Yan, Singh, Jaipal, Dillon, Tharam, Chang, Elizabeth
Other Authors: Zhengguo Li
Format: Conference Paper
Published: IEEE 2011
Subjects:
exponential smoothing
neural network
traffic flow forecasting
Online Access:http://hdl.handle.net/20.500.11937/10727

Internet

http://hdl.handle.net/20.500.11937/10727

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