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Special Section on Safety of Automated Driving in Intelligent Transportation Systems
期刊论文
IEEE INTELLIGENT TRANSPORTATION SYSTEMS MAGAZINE, 2022, 卷号: 14, 期号: 2, 页码: 8-9
Authors:
Wang, Hong
;
Lv, Chen
;
Hu, Xiaosong
;
Lv, Yisheng
;
Li, Lingxi
;
Hashemi, Ehsan
;
Wang, Meng
Favorite
  |  
View/Download:6/0
  |  
Submit date:2022/06/10
A Multi-Agent Reinforcement Learning Method With Route Recorders for Vehicle Routing in Supply Chain Management
期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2022, 页码: 11
Authors:
Ren, Lei
;
Fan, Xiaoyang
;
Cui, Jin
;
Shen, Zhen
;
Lv, Yisheng
;
Xiong, Gang
Favorite
  |  
View/Download:4/0
  |  
Submit date:2022/06/06
Reinforcement learning
Costs
Task analysis
Transportation
Optimization
Computational modeling
Vehicle routing
Vehicle routing
supply chain management
multi-agent reinforcement learning (MARL)
route recorder
A GAN-Based Short-Term Link Traffic Prediction Approach for Urban Road Networks Under a Parallel Learning Framework
期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2022, 页码: 12
Authors:
Jin, Junchen
;
Rong, Dingding
;
Zhang, Tong
;
Ji, Qingyuan
;
Guo, Haifeng
;
Lv, Yisheng
;
Ma, Xiaoliang
;
Wang, Fei-Yue
Favorite
  |  
View/Download:8/0
  |  
Submit date:2022/06/06
Roads
Predictive models
Data models
Recurrent neural networks
Generators
Computer architecture
Deep learning
Short-term link speed prediction
signalized urban networks
Wasserstein generative adversarial network
Two-Level Energy Control Strategy Based on ADP and A-ECMS for Series Hybrid Electric Vehicles
期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2022, 页码: 12
Authors:
Shen, Zhen
;
Luo, Can
;
Dong, Xisong
;
Lu, Wanze
;
Lv, Yisheng
;
Xiong, Gang
;
Wang, Fei-Yue
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  |  
View/Download:12/0
  |  
Submit date:2022/03/17
Hybrid electric vehicles
Fuels
Electronic countermeasures
Minimization
Mechanical power transmission
Optimization
Energy management
Adaptive dynamic programming
adaptive-equivalent consumption minimization strategy
hybrid electric vehicle
energy control
A Spatiotemporal Neural Network Model for Estimated-Time-of-Arrival Prediction of Flights in a Terminal Maneuvering Area
期刊论文
IEEE INTELLIGENT TRANSPORTATION SYSTEMS MAGAZINE, 2022, 页码: 14
Authors:
Ma, Yan
;
Du, Wenbo
;
Chen, Jun
;
Thong, Yu
;
Lv, Yisheng
;
Coo, Xianbin
Favorite
  |  
View/Download:5/0
  |  
Submit date:2022/02/16
Trajectory
Predictive models
Boosting
Atmospheric modeling
Spatiotemporal phenomena
Meteorology
Prediction algorithms
AdapGL: An adaptive graph learning algorithm for traffic prediction based on spatiotemporal neural networks
期刊论文
Transportation Research Part C, 2022, 期号: 99, 页码: 1-1
Authors:
Wei Zhang
;
Fenghua Zhu
;
Yisheng Lv
;
Chang Tan
;
Wen Liu
;
Xin Zhang
;
Fei-Yue Wang
Adobe PDF(2619Kb)
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  |  
View/Download:4/0
  |  
Submit date:2022/04/08
Adaptive graph learning, Traffic prediction, Graph convolutional network, Expectation maximization, Deep learning
A Semi-supervised End-to-end Framework for Transportation Mode Detection by Using GPS-enabled Sensing Devices
期刊论文
IEEE Internet of Things Journal, 2022, 卷号: 9, 期号: 10, 页码: 7842-7852
Authors:
Zhishuai Li
;
Gang Xiong
;
Zebing Wei
;
YIsheng Lv
;
Noreen Anwar
;
Fei-Yue Wang
Adobe PDF(2754Kb)
  |  
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  |  
View/Download:13/3
  |  
Submit date:2022/04/08
Transportation mode detection , Semi-supervised learning, Human mobility , GPS trajectory.
A Multi-Stream Feature Fusion Approach for Traffic Prediction
期刊论文
IEEE Transactions on Intelligent Transportation Systems, 2022, 卷号: 23, 期号: 2, 页码: 1456-1466
Authors:
Zhishuai Li
;
Gang Xiong
;
Yonglin Tian
;
Yisheng Lv
;
Yuanyuan Chen
;
Pan Hui
;
Xiang Su
Adobe PDF(3248Kb)
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View/Download:70/20
  |  
Submit date:2020/10/15
Traffic prediction, graph convolutional neural network, deep learning, multi-stream
Guest Editorial Special Issue on Big Data and AI for Computational Transportation in the Cyber-Physical-Social Space
期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2021, 卷号: 22, 期号: 12, 页码: 7887-7890
Authors:
Lv, Weifeng
;
Lv, Yisheng
;
Malikopoulos, Andreas A.
;
Vlahogianni, Eleni, I
;
Wang, Fei-Yue
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  |  
View/Download:6/0
  |  
Submit date:2021/12/28
Traffic Forecasting via Dilated Temporal Convolution With Peak-Sensitive Loss
期刊论文
IEEE INTELLIGENT TRANSPORTATION SYSTEMS MAGAZINE, 2021, 页码: 10
Authors:
Guo, Ge
;
Yuan, Wei
;
Liu, Jinyuan
;
Lv, Yisheng
;
Liu, Wei
Favorite
  |  
View/Download:5/0
  |  
Submit date:2022/01/27
Correlation
Spatiotemporal phenomena
Forecasting
Data models
Deep learning
Convolution
Predictive models