A Special Event-Based K-Nearest Neighbor Model for Short-Term Traffic State Prediction

A Special Event-Based K-Nearest Neighbor Model for Short-Term Traffic State Prediction

Recently, short-term traffic state prediction for urban transportation networks has become a popular topic. However, due to the uncontrollable and unpredictable elements of special events, it is difficult to get abundant data and desired predictions under such condition. As k-nearest neighbor (KNN)...

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Bibliographic Details
Main Authors: Haiyang Yu, Nan Ji, Yilong Ren, Can Yang
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Intelligent transportation systems
k-nearest neighbor
short-term traffic state prediction
special events
urban road network
Online Access:https://ieeexplore.ieee.org/document/8740997/

Internet

https://ieeexplore.ieee.org/document/8740997/

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