Long short-term memory neural network for traffic speed prediction using remote microwave sensor data

Author:

Ma Xiaolei,Tao Zhimin,Wang Yinhai,Yu Haiyang,Wang Yunpeng

Funder

National Natural Science Foundation of China

Beijing Nova Programme

Fundamental Research Funds

Publisher

Elsevier BV

Subject

Computer Science Applications,Transportation,Automotive Engineering,Civil and Structural Engineering

Reference67 articles.

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3. Spatiotemporal patterns in large-scale traffic speed prediction;Asif;IEEE Trans. Intell. Transport. Syst.,2014

4. Bodén, M., 2002. A Guide to Recurrent Neural Networks and Backpropagation. The Dallas Project. SICS Technical Report. (accessed 03.03.14).

5. Wavelet-based denoising for traffic volume time series forecasting with self-organizing neural networks;Boto-Giralda;Comput. Civ. Infrastruct. Eng.,2010

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