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自动化研究所 [9]
兰州理工大学 [2]
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合肥物质科学研究院 [1]
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期刊论文 [14]
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2022 [14]
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AutoMSNet: Multi-Source Spatio-Temporal Network via Automatic Neural Architecture Search for Traffic Flow Prediction
期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2022, 页码: 15
作者:
Fang, Shen
;
Zhang, Chunxia
;
Xiang, Shiming
;
Pan, Chunhong
收藏
  |  
浏览/下载:12/0
  |  
提交时间:2023/02/22
Deep learning
neural architecture search
graph convolution
meta-learning
traffic flow prediction
Analyzing roadway work zone effects on vehicular flow in a freeway ring
期刊论文
INTERNATIONAL JOURNAL OF MODERN PHYSICS C, 2022
作者:
Huang, Zhongmin
;
Smirnova, M. N.
;
Bi, Jiarui
;
Smirnov, N. N.
;
Zhu, Zuojin
收藏
  |  
浏览/下载:11/0
  |  
提交时间:2022/12/23
Roadway work zone
lane changing time
random number model
threshold of traffic shock formation
A traffic flow-forecasting model based on multi-head spatio-temporal attention and adaptive graph convolutional networks
期刊论文
INTERNATIONAL JOURNAL OF MODERN PHYSICS C, 2022, 卷号: 33, 期号: 10
作者:
Zhang, Hong
;
Kan, Sunan
;
Cao, Jie
;
Chen, Linlong
;
Zhao, Tianxin
收藏
  |  
浏览/下载:25/0
  |  
提交时间:2022/09/22
Traffic flow forecasting
deep learning
multi-head spatio-temporal attention mechanism
graph convolutional network
spatio-temporal correlation
Subgraph-aware graph structure revision for spatial-temporal graph modeling
期刊论文
NEURAL NETWORKS, 2022, 卷号: 154, 页码: 190-202
作者:
Wang, Yuhu
;
Zhang, Chunxia
;
Xiang, Shiming
;
Pan, Chunhong
收藏
  |  
浏览/下载:15/0
  |  
提交时间:2023/01/09
Graph structure learning
Graph neural network
Spatial-temporal graph modeling
Fine-Grained Vessel Traffic Flow Prediction With a Spatio-Temporal Multigraph Convolutional Network
期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2022, 页码: 14
作者:
Liang, Maohan
;
Liu, Ryan Wen
;
Zhan, Yang
;
Li, Huanhuan
;
Zhu, Fenghua
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  |  
浏览/下载:20/0
  |  
提交时间:2022/11/14
Traffic flow prediction
maritime traffic network
multi-graph convolutional network
automatic identification system (AIS)
The External Characteristics and Mechanism of Urban Road Corridors to Agglomeration: Case Study for Guangzhou, China
期刊论文
LAND, 2022, 卷号: 11, 期号: 7
作者:
Qi, Luhui
;
Jia, Liqi
;
Luo, Yubin
;
Chen, Yuanyi
;
Peng, Minggang
收藏
  |  
浏览/下载:24/0
  |  
提交时间:2022/09/22
corridor effect
urban road
agglomeration
office buildings
the mechanism
Meta Graph Transformer: A Novel Framework for Spatial-Temporal Traffic Prediction
期刊论文
NEUROCOMPUTING, 2022, 卷号: 491, 页码: 544-563
作者:
Ye, Xue
;
Fang, Shen
;
Sun, Fang
;
Zhang, Chunxia
;
Xiang, Shiming
收藏
  |  
浏览/下载:39/0
  |  
提交时间:2022/09/19
Traffic prediction
Spatial-temporal modeling
Meta-learning
Attention mechanism
Deep learning
ESTNet: Embedded Spatial-Temporal Network for Modeling Traffic Flow Dynamics
期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2022, 页码: 12
作者:
Luo, Guiyang
;
Zhang, Hui
;
Yuan, Quan
;
Li, Jinglin
;
Wang, Fei-Yue
收藏
  |  
浏览/下载:17/0
  |  
提交时间:2022/07/25
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
作者:
Sun, Chen
;
Li, Shen
;
Cao, Dongpu
;
Wang, Fei-Yue
;
Khajepour, Amir
收藏
  |  
浏览/下载:14/0
  |  
提交时间:2022/07/25
Accidents
Data models
Predictive models
Roads
Analytical models
Vehicles
Sun
Crowd sourcing
social transportation system
tabular learning
traffic prediction
Ego-efficient lane changes of connected and automated vehicles with impacts on traffic flow
期刊论文
TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES, 2022, 卷号: 138, 页码: 25
作者:
Wang, Yibing
;
Wang, Long
;
Guo, Jingqiu
;
Papamichail, Ioannis
;
Papageorgiou, Markos
收藏
  |  
浏览/下载:17/0
  |  
提交时间:2022/07/25
Ego-efficient Lane Changes
Traffic Flow Impacts
Microscopic Simulation
Reinforcement Learning
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