Development of neural network based traffic flow predictors using pre-processed data

Development of neural network based traffic flow predictors using pre-processed data

Neural networks have commonly been applied for traffic flow predictions. Generally, the past traffic flow data captured by on-road detector stations, is used to train the neural networks. However, recently research mostly focuses on development of innovative neural networks, while it lacks developme...

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Bibliographic Details
Main Authors: Chan, Kit Yan, Yiu, Ka Fai
Other Authors: Honglei Xu
Format: Book Chapter
Published: Springer 2014
Subjects:
Data cleansing
Data pre-processing
Time-series forecasting
Traffic flow predictions
Neural network
Intelligent traffic management
Online Access:http://hdl.handle.net/20.500.11937/18134

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