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

Tao, Zhimin; Wang, Yinhai; Yu, HaiYang; Wang, Yunpeng; Ma, Xiaolei

doi:10.1016/j.trc.2015.03.014

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

Author(s): Xiaolei Ma , Zhimin Tao , Yinhai Wang , Haiyang Yu , Yunpeng Wang

Publication date Created: May 2015

Publication date (Print): May 2015

Journal: Transportation Research Part C: Emerging Technologies

Publisher: Elsevier BV

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A tutorial on support vector regression

Alex Smola, Bernhard Schölkopf (2004)

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Modeling and Forecasting Vehicular Traffic Flow as a Seasonal ARIMA Process: Theoretical Basis and Empirical Results

Lester A. Hoel, Billy M Williams (2003)

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Short-term traffic forecasting: Where we are and where we’re going

Eleni I Vlahogianni, Matthew Karlaftis, John C. Golias (2014)

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Title: Transportation Research Part C: Emerging Technologies

Abbreviated Title: Transportation Research Part C: Emerging Technologies

Publisher: Elsevier BV

ISSN (Print): 0968090X

Publication date Created: May 2015

Publication date (Print): May 2015

Volume: 54

Issue:

Pages: 187-197

Article

DOI: 10.1016/j.trc.2015.03.014

SO-VID: 2125031e-34f1-4566-b1f7-e0bc008d0d9b

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Self URI (article page): http://linkinghub.elsevier.com/retrieve/pii/S0968090X15000935

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

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Most cited references 49

A tutorial on support vector regression

Modeling and Forecasting Vehicular Traffic Flow as a Seasonal ARIMA Process: Theoretical Basis and Empirical Results

Short-term traffic forecasting: Where we are and where we’re going

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