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科研机构
自动化研究所 [17]
内容类型
期刊论文 [10]
会议论文 [7]
发表日期
2023 [1]
2022 [1]
2021 [3]
2020 [4]
2019 [1]
2018 [1]
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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
DDRL: A Decentralized Deep Reinforcement Learning Method for Vehicle Repositioning
会议论文
Indianapolis, IN, USA, 19-22 September 2021
作者:
Jinhao Xi
;
Fenghua Zhu
;
Yuanyuan Chen
;
Yisheng Lv
;
Chang Tan
收藏
  |  
浏览/下载:1/0
  |  
提交时间:2023/06/26
A Collaborative Communication-Qmix Approach for Large-scale Networked Traffic Signal Control
会议论文
Indianapolis, IN, United States, 2021-9-19
作者:
Chen, Xiaoyu
;
Xiong, Gang
;
Lv, Yisheng
;
Chen, yuanyuan
;
Song, bing
收藏
  |  
浏览/下载:7/0
  |  
提交时间:2022/06/16
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:40/0
  |  
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:17/0
  |  
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
A Hybrid Deep Learning Approach with GCN and LSTM for Traffic Flow Prediction
会议论文
Auckland, New Zealand, 2019-10-27
作者:
Zhishuai Li
;
Gang Xiong
;
Yuanyuan Chen
;
Yisheng Lv
;
Bin Hu
收藏
  |  
浏览/下载:16/0
  |  
提交时间:2020/10/15
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