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科研机构
自动化研究所 [10]
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期刊论文 [10]
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2023 [1]
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2020 [4]
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内容类型:期刊论文
专题:自动化研究所
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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
作者:
Zebing Wei
;
Hongxia Zhao
;
Zhishuai Li
;
Xiaojie Bu
;
Yuanyuan Chen
收藏
  |  
浏览/下载:15/0
  |  
提交时间:2023/01/03
Deep learning
graph neural network (GNN)
multi-stream
spatial-temporal feature extraction
temporal graph
traffic prediction
Future Directions of Intelligent Vehicles: Potentials, Possibilities, and Perspectives
期刊论文
IEEE TRANSACTIONS ON INTELLIGENT VEHICLES, 2022, 卷号: 7, 期号: 1, 页码: 7-10
作者:
Cao, Dongpu
;
Wang, Xiao
;
Li, Lingxi
;
Lv, Chen
;
Na, Xiaoxiang
收藏
  |  
浏览/下载:28/0
  |  
提交时间:2022/06/10
Bridging the Micro and Macro: Calibration of Agent-Based Model Using Mean-Field Dynamics
期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2021, 卷号: 99, 期号: 99, 页码: 10
作者:
Ye, Peijun
;
Chen, Yuanyuan
;
Zhu, Fenghua
;
Lv, Yisheng
;
Lu, Wanze
收藏
  |  
浏览/下载:42/0
  |  
提交时间:2022/01/27
Calibration
Computational modeling
Mathematical model
Machine learning
Aggregates
Optimization
Bayes methods
Agent-based model (ABM)
calibration
Markovian process
Traffic Flow Imputation Using Parallel Data and Generative Adversarial Networks
期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2020, 卷号: 21, 期号: 4, 页码: 1624-1630
作者:
Chen, Yuanyuan
;
Lv, Yisheng
;
Wang, Fei-Yue
收藏
  |  
浏览/下载:18/0
  |  
提交时间:2020/06/02
Generators
Data models
Gallium nitride
Generative adversarial networks
Training
Loss measurement
Biological system modeling
Parallel data
generative adversarial networks
traffic flow imputation
data augmentation
deep learning
A Multi-Stream Feature Fusion Approach for Traffic Prediction
期刊论文
IEEE Transactions on Intelligent Transportation Systems, 2020, 卷号: 99, 期号: 1, 页码: 1-10
作者:
Zhishuai Li
;
Gang Xiong
;
Yonglin Tian
;
Yisheng Lv
;
Yuanyuan Chen
收藏
  |  
浏览/下载:12/0
  |  
提交时间:2020/10/15
Traffic prediction, graph convolutional neural network, deep learning, multi-stream
Parallel Transportation Systems: Toward IoT-Enabled Smart Urban Traffic Control and Management
期刊论文
IEEE Transactions on Intelligent Transportation Systems, 2020, 卷号: 21, 期号: 10, 页码: 4063 - 4071
作者:
Fenghua Zhu
;
Yisheng Lv
;
Yuanyuan Chen
;
Xiao Wang
;
Gang Xiong
收藏
  |  
浏览/下载:16/0
  |  
提交时间:2020/10/15
Intelligent transportation systems
Acting As A Decision Maker: Traffic-Condition-Aware Ensemble Learning for Traffic Flow Prediction
期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2020, 期号: Accepted, 页码: Accepted
作者:
Yuanyuan Chen
;
Hongyu Chen
;
Peijun Ye
;
Yisheng Lv
;
Fei-Yue Wang
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2020/10/16
Traffic Flow Prediction
Ensemble Learning
Deep Learning
Generative Adversarial Networks for Parallel Transportation Systems
期刊论文
IEEE INTELLIGENT TRANSPORTATION SYSTEMS MAGAZINE, 2018, 卷号: 10, 期号: 3, 页码: 4-10
作者:
Lv, Yisheng
;
Chen, Yuanyuan
;
Li, Li
;
Wang, Fei-Yue
收藏
  |  
浏览/下载:35/0
  |  
提交时间:2018/01/08
Generative Adversarial Networks
Parallel Transportation Systems
Acp
Deep Learnin
Parallel Learning
Parallel Intelligence
Social media based transportation research: the state of the work and the networking
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2017, 卷号: 4, 期号: 1, 页码: 19-26
作者:
Lv, Yisheng
;
Chen, Yuanyuan
;
Zhang, Xiqiao
收藏
  |  
浏览/下载:14/0
  |  
提交时间:2018/01/08
Social Media
Transportation
Traffic Information
Social Transportation
Traffic Prediction
Traffic Event Detection
Social Media based Transportation Research: the State of the Work and the Networking
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2017, 卷号: 4, 期号: 1, 页码: 19-26
作者:
Yisheng Lv
;
Yuanyuan Chen
;
Xiqiao Zhang
;
Yanjie Duan
;
Naiqiang Li
收藏
  |  
浏览/下载:16/0
  |  
提交时间:2022/04/08
transportation research , social media data , traffic information sources , social network analysis methods , collaboration patterns
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