Short-Term Traffic Flow Forecasting by Selecting Appropriate Predictions Based on Pattern Matching

Short-Term Traffic Flow Forecasting by Selecting Appropriate Predictions Based on Pattern Matching

Forecasting short-term traffic flow is one critical component in traffic management to improve operational efficiency. Data driven method, which trains the predictor with historical data across a given past period, have been proved to perform well. However, days which experience significantly differ...

Full description

Bibliographic Details
Main Authors: Dongfang Ma, Bowen Sheng, Sheng Jin, Xiaolong Ma, Peng Gao
Format: Article
Language:English
Published: IEEE 2018-01-01
Series:IEEE Access
Subjects:
Short-term traffic flow
forecasting
pattern matching
CNNs-LSTM
Online Access:https://ieeexplore.ieee.org/document/8528330/

Internet

https://ieeexplore.ieee.org/document/8528330/

Similar Items