Spatiotemporal <i>K</i>-Nearest Neighbors Algorithm and Bayesian Approach for Estimating Urban Link Travel Time Distribution From Sparse GPS Trajectories-Reference-Cited by-同舟云学术

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Spatiotemporal K-Nearest Neighbors Algorithm and Bayesian Approach for Estimating Urban Link Travel Time Distribution From Sparse GPS Trajectories

Published:2023-11 Issue:6 Volume:15 Page:152-176
ISSN:1939-1390
Container-title:IEEE Intelligent Transportation Systems Magazine
language:
Short-container-title:IEEE Intell. Transport. Syst. Mag.

Author:

Qin Wenwen¹^ORCID,Zhang Mingfeng¹,Li Wu²^ORCID,Liang Yunyi³^ORCID

Affiliation:

1. Faculty of Transportation Engineering, Kunming University of Science and Technology, Kunming, China

2. Faculty of Infrastructure Engineering, Dalian University of Technology, Dalian, China

3. Department Mobility Systems Engineering, Technical University of Munich, Munich, Germany

Funder

National Natural Science Foundation of China

Yunnan Fundamental Research

Natural Science Foundation of China

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Computer Science Applications,Mechanical Engineering,Automotive Engineering

Link

http://xplorestaging.ieee.org/ielx7/5117645/10310036/10214128.pdf?arnumber=10214128

Reference46 articles.

1. Travel time reliability in transportation networks: A review of methodological developments

2. Real-time travel time prediction using particle filtering with a non-explicit state-transition model

3. Probe vehicle based real-time traffic monitoring on urban roadways

4. Prediction of dynamic freeway travel times based on vehicle trajectory construction

5. Estimation of urban route travel time distribution using Markov chains and pair-copula construction

Cited by 3 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. A novel partial grey prediction model based on traffic flow wave equation and its application;Engineering Applications of Artificial Intelligence;2024-07

2. Urban Origin–Destination Travel Time Estimation Using K-Nearest-Neighbor-Based Methods;Mathematics;2024-04-20

3. Vehicle carbon emission estimation for urban traffic based on sparse trajectory data;International Journal of Transportation Science and Technology;2024-02

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