ScienceGate
Advanced Search
Author Search
Journal Finder
Blog
Sign in / Sign up
ScienceGate
Search
Author Search
Journal Finder
Blog
Sign in / Sign up
Gradient Boosting Regression Tree for Traffic Flow Prediction Considering Temporal and Spatial Correlations
CICTP 2017
◽
10.1061/9780784480915.257
◽
2018
◽
Author(s):
Shuaichao Zhang
◽
Xingbin Zhan
◽
Xiqun (Michael) Chen
Keyword(s):
Traffic Flow
◽
Regression Tree
◽
Gradient Boosting
◽
Spatial Correlations
◽
Traffic Flow Prediction
◽
Flow Prediction
◽
Temporal And Spatial
Download Full-text
Related Documents
Cited By
References
Traffic Flow Prediction Based on Probe Vehicle GPS Traces Considering Temporal and Spatial Correlations
CICTP 2018
◽
10.1061/9780784481523.019
◽
2018
◽
Author(s):
Jingru Yu
◽
Shuofeng Wang
◽
Li Li
◽
Xiqun (Michael) Chen
Keyword(s):
Traffic Flow
◽
Spatial Correlations
◽
Traffic Flow Prediction
◽
Probe Vehicle
◽
Flow Prediction
◽
Gps Traces
◽
Temporal And Spatial
Download Full-text
A Short-Term Traffic Flow Prediction Method Based on Asynchronous Temporal and Spatial Correlation
10.1109/itsc48978.2021.9564803
◽
2021
◽
Author(s):
Guorong Zheng
◽
Huinan Gu
◽
Zhi Chen
Keyword(s):
Traffic Flow
◽
Spatial Correlation
◽
Prediction Method
◽
Short Term
◽
Traffic Flow Prediction
◽
Flow Prediction
◽
Temporal And Spatial
Download Full-text
Short-Term Traffic Flow Prediction Based on Multi-Model by Stacking Ensemble Learning
CICTP 2020
◽
10.1061/9780784483053.008
◽
2020
◽
Author(s):
Yong Chen
Keyword(s):
Traffic Flow
◽
Ensemble Learning
◽
Short Term
◽
Traffic Flow Prediction
◽
Flow Prediction
Download Full-text
Short Term Diverging Traffic Flow Prediction based on ImF-VOMM Method
2018 37th Chinese Control Conference (CCC)
◽
10.23919/chicc.2018.8483216
◽
2018
◽
Cited By ~ 1
Author(s):
Xiangxiang Yu
◽
Dewei Li
◽
Yugeng Xi
Keyword(s):
Traffic Flow
◽
Short Term
◽
Traffic Flow Prediction
◽
Flow Prediction
Download Full-text
A method of city traffic flow prediction based on a grey neural network
Artificial Intelligence and Industrial Application
◽
10.2495/aiia140111
◽
2015
◽
Author(s):
X. W. Han
◽
Y. Zhao
◽
B. Y. Xin
◽
D. Wang
Keyword(s):
Neural Network
◽
Traffic Flow
◽
Traffic Flow Prediction
◽
Flow Prediction
Download Full-text
Short-term Traffic Flow Prediction Based on Multi-Auxiliary Information
2020 the 4th International Conference on Big Data Research (ICBDR'20)
◽
10.1145/3445945.3445951
◽
2020
◽
Author(s):
Kai Zhang
◽
Buliao Jia
◽
Yuhan Dong
Keyword(s):
Traffic Flow
◽
Auxiliary Information
◽
Short Term
◽
Traffic Flow Prediction
◽
Flow Prediction
Download Full-text
A review of deep learning models for traffic flow prediction in Autonomous Vehicles
2020 2nd International Conference on Advances in Computing, Communication Control and Networking (ICACCCN)
◽
10.1109/icacccn51052.2020.9362972
◽
2020
◽
Author(s):
Avinash Kumar
◽
Priya Saha
Keyword(s):
Deep Learning
◽
Traffic Flow
◽
Autonomous Vehicles
◽
Learning Models
◽
Traffic Flow Prediction
◽
Flow Prediction
Download Full-text
SATP-GAN: self-attention based generative adversarial network for traffic flow prediction
Transportmetrica B Transport Dynamics
◽
10.1080/21680566.2021.1916646
◽
2021
◽
Vol 9
(1)
◽
pp. 552-568
Author(s):
Liang Zhang
◽
Jianqing Wu
◽
Jun Shen
◽
Ming Chen
◽
Rui Wang
◽
...
Keyword(s):
Traffic Flow
◽
Generative Adversarial Network
◽
Traffic Flow Prediction
◽
Adversarial Network
◽
Flow Prediction
Download Full-text
Interpretable Spatiotemporal Deep Learning Model for Traffic Flow Prediction Based on Potential Energy Fields
2020 IEEE International Conference on Data Mining (ICDM)
◽
10.1109/icdm50108.2020.00128
◽
2020
◽
Author(s):
Jiahao Ji
◽
Jingyuan Wang
◽
Zhe Jiang
◽
Jingtian Ma
◽
Hu Zhang
Keyword(s):
Deep Learning
◽
Potential Energy
◽
Traffic Flow
◽
Learning Model
◽
Traffic Flow Prediction
◽
Flow Prediction
◽
Deep Learning Model
Download Full-text
A clustering based traffic flow prediction method with dynamic spatiotemporal correlation analysis
Transportation
◽
10.1007/s11116-021-10200-9
◽
2021
◽
Author(s):
Unsok Ryu
◽
Jian Wang
◽
Unjin Pak
◽
Sonil Kwak
◽
Kwangchol Ri
◽
...
Keyword(s):
Correlation Analysis
◽
Traffic Flow
◽
Prediction Method
◽
Traffic Flow Prediction
◽
Spatiotemporal Correlation
◽
Flow Prediction
Download Full-text
Sign in / Sign up
Close
Export Citation Format
Close
Share Document
Close