Traffic Flow Estimation for Urban Roads Based on Crowdsourced Data and Machine Learning Principles

Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering - Intelligent Transport Systems – From Research and Development to the Market Uptake ◽

10.1007/978-3-319-93710-6_27 ◽

2018 ◽

pp. 263-273 ◽

Author(s):

Sakitha P. Kumarage ◽

R. P. G. K. S. Rajapaksha ◽

Dimantha De Silva ◽

J. M. S. J. Bandara

Keyword(s):

Machine Learning ◽

Traffic Flow ◽

Flow Estimation ◽

Crowdsourced Data ◽

Learning Principles ◽

Traffic Flow Estimation

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Multi-models machine learning methods for traffic flow estimation from Floating Car Data

Transportation Research Part C Emerging Technologies ◽

10.1016/j.trc.2021.103389 ◽

2021 ◽

Vol 132 ◽

pp. 103389

Author(s):

Jinjian Li ◽

Jacques Boonaert ◽

Arnaud Doniec ◽

Guillaume Lozenguez

Keyword(s):

Machine Learning ◽

Traffic Flow ◽

Learning Methods ◽

Flow Estimation ◽

Floating Car Data ◽

Machine Learning Methods ◽

Traffic Flow Estimation

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An Analytical Method for Intersection Entering Traffic Flow Estimation

Traffic and Transportation Studies 2010 ◽

10.1061/41123(383)23 ◽

2010 ◽

Author(s):

Rui Wang ◽

Ryota Horiguchi ◽

Shinji Tanaka ◽

Masao Kuwahara

Keyword(s):

Traffic Flow ◽

Analytical Method ◽

Flow Estimation ◽

Traffic Flow Estimation

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An Improved Moving Observer Method for Traffic Flow Estimation at Signalized Intersections

2020 IEEE Intelligent Vehicles Symposium (IV) ◽

10.1109/iv47402.2020.9304762 ◽

2020 ◽

Author(s):

Marcel Langer ◽

Thomas Schien ◽

Michael Harth ◽

Ronald Kates ◽

Klaus Bogenberger

Keyword(s):

Traffic Flow ◽

Signalized Intersections ◽

Flow Estimation ◽

Traffic Flow Estimation

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RL-CNN: Reinforcement Learning-designed Convolutional Neural Network for Urban Traffic Flow Estimation

2021 International Wireless Communications and Mobile Computing (IWCMC) ◽

10.1109/iwcmc51323.2021.9498948 ◽

2021 ◽

Author(s):

Mostafa Karimzadeh ◽

Alessandro Esposito ◽

Zhongliang Zhao ◽

Torsten Braun ◽

Susana Sargento

Keyword(s):

Neural Network ◽

Reinforcement Learning ◽

Convolutional Neural Network ◽

Traffic Flow ◽

Urban Traffic ◽

Flow Estimation ◽

Traffic Flow Estimation

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Traffic Flow Estimation based Channel Assignment for Wireless Mesh Networks

KSII Transactions on Internet and Information Systems ◽

10.3837/tiis.2011.01.004 ◽

2011 ◽

Author(s):

Wooguil Pak

Keyword(s):

Traffic Flow ◽

Wireless Mesh Networks ◽

Channel Assignment ◽

Mesh Networks ◽

Flow Estimation ◽

Wireless Mesh ◽

Traffic Flow Estimation

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Accurate Traffic Flow Estimation for Highway Surveillance Systems with Scenes Tampered by Raindrops

2019 16th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS) ◽

10.1109/avss.2019.8909906 ◽

2019 ◽

Author(s):

Hsu-Yung Cheng ◽

Chih-Chang Yu

Keyword(s):

Traffic Flow ◽

Surveillance Systems ◽

Flow Estimation ◽

Traffic Flow Estimation

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Highway Traffic Flow Estimation for Surveillance Scenes Damaged by Rain

IEEE Intelligent Systems ◽

10.1109/mis.2018.111144331 ◽

2018 ◽

Vol 33 (1) ◽

pp. 64-77 ◽

Author(s):

Hsu-Yung Cheng

Keyword(s):

Traffic Flow ◽

Highway Traffic ◽

Flow Estimation ◽

Traffic Flow Estimation

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Traffic Flow Estimation Based on Toll Ticket Data Considering Multitype Vehicle Impact

Journal of Transportation Engineering Part A Systems ◽

10.1061/jtepbs.0000488 ◽

2021 ◽

Vol 147 (2) ◽

pp. 04020158

Author(s):

Enjian Yao ◽

Xiaowen Wang ◽

Yang Yang ◽

Long Pan ◽

Yuanyuan Song

Keyword(s):

Traffic Flow ◽

Flow Estimation ◽

Vehicle Impact ◽

Traffic Flow Estimation

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A New Scheme for Traffic Flow Estimation and Control With a Two Component Model

IFAC Proceedings Volumes ◽

10.1016/s1474-6670(17)67277-x ◽

1976 ◽

Vol 9 (4) ◽

pp. 29-37 ◽

Author(s):

M. Cremer

Keyword(s):

Traffic Flow ◽

Component Model ◽

Flow Estimation ◽

Two Component ◽

Estimation And Control ◽

And Control ◽

Traffic Flow Estimation

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Cellpath Routing and Route Traffic Flow Estimation Based on Cellular Network Data

Journal of Urban Technology ◽

10.1080/10630732.2017.1386939 ◽

2017 ◽

Vol 25 (2) ◽

pp. 85-104 ◽

Author(s):

Nils Breyer ◽

David Gundlegård ◽

Clas Rydergren

Keyword(s):

Traffic Flow ◽

Cellular Network ◽

Network Data ◽

Flow Estimation ◽

Traffic Flow Estimation

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