Traffic Prediction With Transfer Learning: A Mutual Information-Based Approach

Yunjie Huang1; Xiaozhuang Song2; Yuanshao Zhu1; Shiyao Zhang3; James J. Q. Yu1

2023

10.1109/TITS.2023.3266398

IEEE Transactions on Intelligent Transportation Systems   影响因子和分区

1558-0016

Traffic prediction transfer learning graph neural network time-series cluster mutual information

SCI ; EI

第一

WOS:000976306200001

20231714016741

Big data ; Deep learning ; Graph neural networks ; Job analysis ; Time series analysis

Ergonomics and Human Factors Engineering:461.4 ; Data Processing and Image Processing:723.2 ; Artificial Intelligence:723.4 ; Mathematical Statistics:922.2

ENGINEERING

IEEE

1.Guangdong Provincial Key Laboratory of Brain-Inspired Intelligent Computation, Department of Computer Science and Engineering, and the Shenzhen Key Laboratory of Safety and Security for Next Generation of Industrial Internet, Southern University of Science and Technology, Shenzhen, China
2.School of Data Science, The Chinese University of Hong Kong (Shenzhen), Shenzhen, China
3.Research Institute for Trustworthy Autonomous Systems, Southern University of Science and Technology, Shenzhen, China

Yunjie Huang,Xiaozhuang Song,Yuanshao Zhu,et al. Traffic Prediction With Transfer Learning: A Mutual Information-Based Approach[J]. IEEE Transactions on Intelligent Transportation Systems,2023,PP(99):1-17.

Yunjie Huang,Xiaozhuang Song,Yuanshao Zhu,Shiyao Zhang,&James J. Q. Yu.(2023).Traffic Prediction With Transfer Learning: A Mutual Information-Based Approach.IEEE Transactions on Intelligent Transportation Systems,PP(99),1-17.

Yunjie Huang,et al."Traffic Prediction With Transfer Learning: A Mutual Information-Based Approach".IEEE Transactions on Intelligent Transportation Systems PP.99(2023):1-17.