Travel time prediction of urban road based on BP neural network

Journal of Physics Conference Series ◽

10.1088/1742-6596/1651/1/012190 ◽

2020 ◽

Vol 1651 ◽

pp. 012190

Author(s):

Fangyi Deng ◽

Pei Su ◽

Bingxue Luo ◽

Peng Wu ◽

Yan Guo

Keyword(s):

Neural Network ◽

Travel Time ◽

Bp Neural Network ◽

Travel Time Prediction ◽

Urban Road ◽

Time Prediction

Link Travel Time Prediction Based on the Integration of Rough Set and BP Neural Network

International Conference on Transportation Engineering 2009 ◽

10.1061/41039(345)78 ◽

2009 ◽

Author(s):

Chen Yao ◽

J. Van Zuylen Henk ◽

Xia Luo ◽

Haixu Liu

Keyword(s):

Neural Network ◽

Travel Time ◽

Rough Set ◽

Bp Neural Network ◽

Travel Time Prediction ◽

Time Prediction ◽

Link Travel Time

Multi-output bus travel time prediction with convolutional LSTM neural network

Expert Systems with Applications ◽

10.1016/j.eswa.2018.11.028 ◽

2019 ◽

Vol 120 ◽

pp. 426-435 ◽

Cited By ~ 40

Author(s):

Niklas Christoffer Petersen ◽

Filipe Rodrigues ◽

Francisco Camara Pereira

Keyword(s):

Neural Network ◽

Travel Time ◽

Travel Time Prediction ◽

Time Prediction ◽

Bus Travel Time ◽

Convolutional Lstm

Travel Time Prediction in Urban Road Networks

IFAC Proceedings Volumes ◽

10.1016/s1474-6670(17)43969-3 ◽

1997 ◽

Vol 30 (8) ◽

pp. 1109-1114

Author(s):

Jessica Anderson

Keyword(s):

Travel Time ◽

Road Networks ◽

Travel Time Prediction ◽

Urban Road ◽

Time Prediction

A Travel Time Prediction Method for Urban Road Traffic Sensors Data

2015 International Conference on Identification, Information, and Knowledge in the Internet of Things (IIKI) ◽

10.1109/iiki.2015.13 ◽

2015 ◽

Author(s):

Guangyu Zhu ◽

Kang Song ◽

Peng Zhang

Keyword(s):

Travel Time ◽

Road Traffic ◽

Prediction Method ◽

Travel Time Prediction ◽

Urban Road ◽

Traffic Sensors ◽

Time Prediction

Urban Road Travel Time Prediction Based on Taxi GPS Data

ICTIS 2013 ◽

10.1061/9780784413036.145 ◽

2013 ◽

Author(s):

Yanguo Huang ◽

Lunhui Xu ◽

Xianyan Kuang

Keyword(s):

Travel Time ◽

Gps Data ◽

Travel Time Prediction ◽

Urban Road ◽

Time Prediction

Study on Route Travel Time Prediction Based on RBF Neural Network

2009 First International Workshop on Education Technology and Computer Science ◽

10.1109/etcs.2009.517 ◽

2009 ◽

Cited By ~ 2

Author(s):

Gengxian Zhu ◽

Xiuli Wang

Keyword(s):

Neural Network ◽

Travel Time ◽

Rbf Neural Network ◽

Travel Time Prediction ◽

Time Prediction

Freeway Travel Time Prediction by Using the GA-Based Hammerstein Recurrent Neural Network

Advances in Intelligent Systems and Computing - Genetic and Evolutionary Computing ◽

10.1007/978-981-10-6487-6_2 ◽

2017 ◽

pp. 12-19 ◽

Cited By ~ 2

Author(s):

Ru-Kam Lee ◽

Yi-Che Yang ◽

Jun-Hong Chen ◽

Yi-Chung Chen

Keyword(s):

Neural Network ◽

Travel Time ◽

Recurrent Neural Network ◽

Travel Time Prediction ◽

Time Prediction

Travel time prediction with LSTM neural network

2016 IEEE 19th International Conference on Intelligent Transportation Systems (ITSC) ◽

10.1109/itsc.2016.7795686 ◽

2016 ◽

Cited By ~ 61

Author(s):

Yanjie Duan ◽

Yisheng L.V. ◽

Fei-Yue Wang

Keyword(s):

Neural Network ◽

Travel Time ◽

Travel Time Prediction ◽

Time Prediction

Short-Term Travel Time Prediction on Urban Road Networks using Massive ERI Data

2019 IEEE SmartWorld, Ubiquitous Intelligence & Computing, Advanced & Trusted Computing, Scalable Computing & Communications, Cloud & Big Data Computing, Internet of People and Smart City Innovation (SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI) ◽

10.1109/smartworld-uic-atc-scalcom-iop-sci.2019.00138 ◽

2019 ◽

Author(s):

Jing Huang ◽

Linjiang Zheng ◽

Jiangling Qin ◽

Dong Xia ◽

Li Chen ◽

...

Keyword(s):

Travel Time ◽

Road Networks ◽

Travel Time Prediction ◽

Short Term ◽

Urban Road ◽

Time Prediction

Prediction intervals to account for uncertainties in neural network predictions: Methodology and application in bus travel time prediction

Engineering Applications of Artificial Intelligence ◽

10.1016/j.engappai.2010.11.004 ◽

2011 ◽

Vol 24 (3) ◽

pp. 534-542 ◽

Cited By ~ 57

Author(s):

Ehsan Mazloumi ◽

Geoff Rose ◽

Graham Currie ◽

Sara Moridpour

Keyword(s):

Neural Network ◽

Travel Time ◽

Prediction Intervals ◽

Travel Time Prediction ◽

Time Prediction ◽

Bus Travel Time