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STGSA: A Novel Spatial-Temporal Graph Synchronous Aggregation Model for Traffic Prediction 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 1, 页码: 226-238
Authors:  Zebing Wei;  Hongxia Zhao;  Zhishuai Li;  Xiaojie Bu;  Yuanyuan Chen;  Xiqiao Zhang;  Yisheng Lv;  Fei-Yue Wang
Adobe PDF(7068Kb)  |  Favorite  |  View/Download:14/3  |  Submit date:2023/01/03
Deep learning  graph neural network (GNN)  multi-stream  spatial-temporal feature extraction  temporal graph  traffic prediction  
On Dual-Mode Driving Control Method for a Novel Unmanned Tractor With High Safety and Reliability 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 1, 页码: 254-271
Authors:  Wei Lu;  Jiacheng Li;  Huanhuan Qin;  Lei Shu;  Aiguo Song
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Dual-mode control  safety and reliability  self-driving (SD)  tele-driving (TD)  unmanned tractor  
Loop Closure Detection via Locality Preserving Matching With Global Consensus 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 2, 页码: 411-426
Authors:  Jiayi Ma;  Kaining Zhang;  Junjun Jiang
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Feature matching  locality preserving matching  loop closure detection  SLAM  
A Distributed Self-Consistent Control Method for Electric Vehicles to Coordinate Low-Carbon Transportation and Energy 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 2, 页码: 554-556
Authors:  Bowen Zhou;  Chao Xi;  Dongsheng Yang;  Qiuye Sun;  Huaguang Zhang
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Driver-Centric Velocity Prediction With Multidimensional Fuzzy Granulation 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 2, 页码: 547-549
Authors:  Ji Li;  Quan Zhou;  Xu He;  Hongming Xu
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Region Probability Map-Guided Fast Wide-Area Multiobject Detection 期刊论文
IEEE Transactions on Instrumentation and Measurement, 2022, 页码: 1-12
Authors:  Long XL(龙宪磊);  Chen, Mengjuan;  Li, Zhikai;  Gu, Qingyi
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High-speed vision  object detection  particle filter  region probability map  wide-area surveillance  
Making Standards for Smart Mining Operations: Intelligent Vehicles for Autonomous Mining Transportation 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT VEHICLES, 2022, 卷号: 7, 期号: 3, 页码: 413-416
Authors:  Ge, Shirong;  Wang, Fei-Yue;  Yang, Jianjian;  Ding, Zhen;  Wang, Xiao;  Li, Yuchen;  Teng, Siyu;  Liu, Zhongmin;  Ai, Yunfeng;  Chen, Long
Favorite  |  View/Download:23/0  |  Submit date:2022/11/28
Autonomous vehicles  Standards  Production  Safety  Data mining  Transportation  Roads  Intelligent mining  parallel intelligence  parallel mining operation systems  autonomous transportation  smart mining standards  
平行交通系统中的预测与控制关键技术研究 学位论文
工学博士, 中国科学院自动化研究所: 中国科学院自动化研究所, 2022
Authors:  戴星原
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平行交通系统  交通预测  交通控制  深度学习  强化学习  
ESTNet: Embedded Spatial-Temporal Network for Modeling Traffic Flow Dynamics 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2022, 页码: 12
Authors:  Luo, Guiyang;  Zhang, Hui;  Yuan, Quan;  Li, Jinglin;  Wang, Fei-Yue
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Roads  Correlation  Feature extraction  Sensors  Deep learning  Convolution  Sensor phenomena and characterization  Traffic forecasting  graph convolutional network  spatial-temporal networks  
Tabular Learning-Based Traffic Event Prediction for Intelligent Social Transportation System 期刊论文
IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS, 2022, 页码: 12
Authors:  Sun, Chen;  Li, Shen;  Cao, Dongpu;  Wang, Fei-Yue;  Khajepour, Amir
Favorite  |  View/Download:40/0  |  Submit date:2022/07/25
Accidents  Data models  Predictive models  Roads  Analytical models  Vehicles  Sun  Crowd sourcing  social transportation system  tabular learning  traffic prediction