Short-term Traffic Flow Prediction Based on Echo State Networks

Fei Yang; Chunlu Wang; Xingquan Zuo; Ruiming Zhong; Fei Xiang

doi:10.4156/aiss.vol4.issue9.33

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JOURNAL ARTICLE

Short-term Traffic Flow Prediction Based on Echo State Networks

Fei Yang Chunlu Wang Xingquan Zuo Ruiming Zhong Fei Xiang

Year: 2012 Journal: INTERNATIONAL JOURNAL ON Advances in Information Sciences and Service Sciences Vol: 4 (9)Pages: 269-277

DOI: 10.4156/aiss.vol4.issue9.33

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Keywords:

Term (time) Echo (communications protocol) Computer science Echo state network Traffic flow (computer networking) State (computer science) Speech recognition Computer network Artificial intelligence Algorithm Physics Artificial neural network Recurrent neural network

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Topics

Traffic Prediction and Management Techniques

Physical Sciences → Engineering → Building and Construction

Neural Networks and Reservoir Computing

Physical Sciences → Computer Science → Artificial Intelligence

Traffic control and management

Physical Sciences → Engineering → Control and Systems Engineering

Short-term Traffic Flow Prediction Based on Echo State Networks

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Citation History

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