Bayesian Training and Committees of State-Space Neural Networks for Online Travel Time Prediction

C. P. IJ. van Hinsbergen; J. W. C. van Lint; H. J. van Zuylen

doi:10.3141/2105-15

Bayesian Training and Committees of State-Space Neural Networks for Online Travel Time Prediction

Transportation Research Record Journal of the Transportation Research Board ◽

10.3141/2105-15 ◽

2009 ◽

Vol 2105 (1) ◽

pp. 118-126 ◽

Cited By ~ 15

Author(s):

C. P. IJ. van Hinsbergen ◽

J. W. C. van Lint ◽

H. J. van Zuylen

Keyword(s):

Neural Networks ◽

State Space ◽

Travel Time ◽

Travel Time Prediction ◽

Time Prediction ◽

Online Travel

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Accurate freeway travel time prediction with state-space neural networks under missing data

Transportation Research Part C Emerging Technologies ◽

10.1016/j.trc.2005.03.001 ◽

2005 ◽

Vol 13 (5-6) ◽

pp. 347-369 ◽

Cited By ~ 251

Author(s):

J.W.C. van Lint ◽

S.P. Hoogendoorn ◽

H.J. van Zuylen

Keyword(s):

Neural Networks ◽

Missing Data ◽

State Space ◽

Travel Time ◽

Travel Time Prediction ◽

Time Prediction

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Freeway Travel Time Prediction with State-Space Neural Networks: Modeling State-Space Dynamics with Recurrent Neural Networks

Transportation Research Record Journal of the Transportation Research Board ◽

10.3141/1811-04 ◽

2002 ◽

Vol 1811 (1) ◽

pp. 30-39 ◽

Cited By ~ 104

Author(s):

J. W. C. van Lint ◽

S. P. Hoogendoorn ◽

H. J. van Zuylen

Keyword(s):

Neural Networks ◽

State Space ◽

Travel Time ◽

Recurrent Neural Networks ◽

Travel Time Prediction ◽

Time Prediction ◽

Space Dynamics

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State Space Neural Networks for Freeway Travel Time Prediction

Artificial Neural Networks — ICANN 2002 - Lecture Notes in Computer Science ◽

10.1007/3-540-46084-5_169 ◽

2002 ◽

pp. 1043-1048 ◽

Cited By ~ 12

Author(s):

Hans van Lint ◽

Serge P. Hoogendoorn ◽

Henk J. van Zuylen

Keyword(s):

Neural Networks ◽

State Space ◽

Travel Time ◽

Travel Time Prediction ◽

Time Prediction

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Variation Based Online Travel Time Prediction Using Clustered Neural Networks

2008 11th International IEEE Conference on Intelligent Transportation Systems ◽

10.1109/itsc.2008.4732594 ◽

2008 ◽

Cited By ~ 14

Author(s):

Jie Yu ◽

Gang-Len Chang ◽

H.W. Ho ◽

Yue Liu

Keyword(s):

Neural Networks ◽

Travel Time ◽

Travel Time Prediction ◽

Time Prediction ◽

Online Travel

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Assessing Dynamic Neural Networks for Travel Time Prediction

Communications in Computer and Information Science - Applied Informatics and Communication ◽

10.1007/978-3-642-23214-5_62 ◽

2011 ◽

pp. 469-477 ◽

Cited By ~ 1

Author(s):

Luou Shen ◽

Min Huang

Keyword(s):

Neural Networks ◽

Travel Time ◽

Travel Time Prediction ◽

Dynamic Neural Networks ◽

Time Prediction

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Developments and Applications of Simulation-Based Online Travel Time Prediction System

Transportation Research Record Journal of the Transportation Research Board ◽

10.1177/0361198106195900111 ◽

2006 ◽

Vol 1959 (1) ◽

pp. 92-104 ◽

Cited By ~ 1

Author(s):

Ying Liu ◽

Pei-Wei Lin ◽

Xiaorong Lai ◽

Gang-Len Chang ◽

Alvin Marquess

Keyword(s):

Travel Time ◽

Prediction System ◽

Travel Time Prediction ◽

Time Prediction ◽

Simulation Based ◽

Online Travel

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A travel time prediction method: Bayesian reasoning state-space neural network

The 2nd International Conference on Information Science and Engineering ◽

10.1109/icise.2010.5689258 ◽

2010 ◽

Author(s):

Xingyi Li ◽

Cunqing Wang ◽

Huaji Shi

Keyword(s):

Neural Network ◽

State Space ◽

Travel Time ◽

Prediction Method ◽

Bayesian Reasoning ◽

Travel Time Prediction ◽

Time Prediction

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Tsunami travel time prediction using neural networks

Geophysical Research Letters ◽

10.1029/2006gl026688 ◽

2006 ◽

Vol 33 (16) ◽

Cited By ~ 18

Author(s):

Rahul Barman ◽

B. Prasad Kumar ◽

P. C. Pandey ◽

S. K. Dube

Keyword(s):

Neural Networks ◽

Travel Time ◽

Travel Time Prediction ◽

Time Prediction ◽

Tsunami Travel Time

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A Personalised Online Travel Time Prediction Model

2013 IEEE International Conference on Systems, Man, and Cybernetics ◽

10.1109/smc.2013.567 ◽

2013 ◽

Author(s):

Zhenchen Wang ◽

Stefan Poslad

Keyword(s):

Prediction Model ◽

Travel Time ◽

Travel Time Prediction ◽

Time Prediction ◽

Online Travel

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Travel Time Prediction using Neural Networks: A Literature Review

2018 International Conference on Information , Communication, Engineering and Technology (ICICET) ◽

10.1109/icicet.2018.8533762 ◽

2018 ◽

Cited By ~ 1

Author(s):

Pranjali Satish Deshmukh

Keyword(s):

Neural Networks ◽

Literature Review ◽

Travel Time ◽

Travel Time Prediction ◽

Time Prediction

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