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科研机构
自动化研究所 [7]
兰州理工大学 [2]
心理研究所 [2]
武汉岩土力学研究所 [1]
沈阳自动化研究所 [1]
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期刊论文 [11]
会议论文 [2]
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2021 [13]
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A deep learning traffic flow prediction framework based on multi-channel graph convolution
期刊论文
TRANSPORTATION PLANNING AND TECHNOLOGY, 2021, 卷号: 44, 期号: 8, 页码: 887-900
作者:
Zhao, Yuanmeng
;
Cao, Jie
;
Zhang, Hong
;
Liu, Zongli
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2021/12/17
Traffic flow
deep learning
graph convolution (GCN)
Long Short-Term Memory (LSTM)
spatial-temporal features
Applying Hierarchical Task Analysis to Improve the Safety of High-Speed Railway: how Dispatchers can better handle the Breakdown of Rail-Switch
会议论文
washigton, 2021-07
作者:
wang ziyue
;
zhangjingyu
;
sunxianghong
;
guo zizheng
收藏
  |  
浏览/下载:49/0
  |  
提交时间:2021/06/18
China's high speed railway
Dispatcher
Hierarchical Task Analysis
Human errors
Breakdown of r ail s witch
Visual affordance detection using an efficient attention convolutional neural network
期刊论文
NEUROCOMPUTING, 2021, 卷号: 440, 期号: 2021, 页码: 36-44
作者:
Gu, Qipeng
;
Su, Jianhua
;
Yuan, Lei
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  |  
浏览/下载:47/0
  |  
提交时间:2021/06/15
Affordance detection
Attention mechanism
Up-sampling layer
Damping ratio evolution of saturated Ningbo clays under cyclic confining pressure
期刊论文
SOIL DYNAMICS AND EARTHQUAKE ENGINEERING, 2021, 卷号: 143, 页码: 12
作者:
Huang, Juehao
;
Chen, Jian
;
Ke, Wenhui
;
Zhong, Yu
;
Lu, Yuan
收藏
  |  
浏览/下载:39/0
  |  
提交时间:2021/05/25
Cyclic triaxial test
Damping ratio
Accumulated axial strain
Cyclic stress ratio
Effective consolidated confining pressure
Loading frequency
Cyclic confining pressure
MS-Net: Multi-Source Spatio-Temporal Network for Traffic Flow Prediction
期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2021, 页码: 14
作者:
Fang, Shen
;
Prinet, Veronique
;
Chang, Jianlong
;
Werman, Michael
;
Zhang, Chunxia
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  |  
浏览/下载:12/0
  |  
提交时间:2022/01/27
Feature extraction
Convolution
Predictive models
Data models
Correlation
Roads
Kernel
Graph convolution
deep attention mechanism
traffic network
traffic flow prediction
artificial intelligence
deep learning
Building Urban Public Traffic Dynamic Network Based on CPSS: An Integrated Approach of Big Data and AI
期刊论文
APPLIED SCIENCES-BASEL, 2021, 卷号: 11, 期号: 3, 页码: 14
作者:
Xiong, Gang
;
Li, Zhishuai
;
Wu, Huaiyu
;
Chen, Shichao
;
Dong, Xisong
收藏
  |  
浏览/下载:39/0
  |  
提交时间:2021/03/08
urban public transportation
cyber-physical-social system
advanced public transportation systems
big data
Meta-MSNet: Meta-Learning Based Multi-Source Data Fusion for Traffic Flow Prediction
期刊论文
IEEE SIGNAL PROCESSING LETTERS, 2021, 卷号: 28, 页码: 6-10
作者:
Fang, Shen
;
Pan, Xianbing
;
Xiang, Shiming
;
Pan, Chunhong
收藏
  |  
浏览/下载:22/0
  |  
提交时间:2021/03/01
Data fusion
deep learning
graph convolution
meta-learning
traffic flow prediction
traffic network
Prediction of Spatiotemporal Evolution of Urban Traffic Emissions Based on Taxi Trajectories
期刊论文
International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 2, 页码: 219-232
作者:
Zhen-Yi Zhao
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  |  
浏览/下载:22/0
  |  
提交时间:2021/04/22
Vehicle emission prediction
spatiotemporal gragh convolution
GPS trajectories
motor vehicle emission simulator (MOVES) model
feature sharing
Vehicle Motion Prediction at Intersections Based on the Turning Intention and Prior Trajectories Model
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 10, 页码: 1657-1666
作者:
Ting Zhang
;
Wenjie Song
;
Mengyin Fu
;
Yi Yang
;
Meiling Wang
收藏
  |  
浏览/下载:109/0
  |  
提交时间:2021/09/03
Autonomous vehicle
intersection
motion prediction
prior trajectories model
turning intention
Energy Control of Plug-In Hybrid Electric Vehicles Using Model Predictive Control With Route Preview
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 12, 页码: 1948-1955
作者:
Yang Zhao
;
Yanguang Cai
;
Qiwen Song
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  |  
浏览/下载:35/0
  |  
提交时间:2021/09/03
Energy management
model predictive control(MPC)
optimal control
plug-in hybrid electric vehicle (PHEV)
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