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科研机构
自动化研究所 [38]
内容类型
期刊论文 [22]
会议论文 [9]
学位论文 [7]
发表日期
2024 [1]
2023 [1]
2022 [5]
2021 [1]
2020 [1]
2019 [4]
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Spatio-temporal fusion graph convolutional network for traffic flow forecasting
期刊论文
INFORMATION FUSION, 2024, 卷号: 104, 页码: 11
作者:
Ma, Ying
;
Lou, Haijie
;
Yan, Ming
;
Sun, Fanghui
;
Li, Guoqi
收藏
  |  
浏览/下载:1/0
  |  
提交时间:2024/02/22
Graph convolutional network
Spatio-temporal data
Traffic forecasting
Conditional Goal-Oriented Trajectory Prediction for Interacting Vehicles
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2023, 页码: 13
作者:
Li, Ding
;
Zhang, Qichao
;
Lu, Shuai
;
Pan, Yifeng
;
Zhao, Dongbin
收藏
  |  
浏览/下载:0/0
  |  
提交时间:2023/12/21
Trajectory
Predictive models
Behavioral sciences
Pipelines
Task analysis
Feature extraction
Vehicle dynamics
Conditional prediction
goal-oriented trajectory prediction
hierarchical vectorized representation
joint trajectory prediction
marginal prediction
ClusterST: Clustering Spatial-Temporal Network for Traffic Forecasting
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:15/0
  |  
提交时间:2023/01/09
Index Terms- Traffic forecasting
graph convolutional network
spatial-temporal networks
over-smoothing
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
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:13/0
  |  
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
TVGCN: Time-variant graph convolutional network for traffic forecasting
期刊论文
NEUROCOMPUTING, 2022, 卷号: 471, 页码: 118-129
作者:
Wang, Yuhu
;
Fang, Shen
;
Zhang, Chunxia
;
Xiang, Shiming
;
Pan, Chunhong
收藏
  |  
浏览/下载:18/0
  |  
提交时间:2022/06/06
Spatial-temporal correlation
Graph convolutional network
Traffic forecasting
Traffic Forecasting via Dilated Temporal Convolution With Peak-Sensitive Loss
期刊论文
IEEE INTELLIGENT TRANSPORTATION SYSTEMS MAGAZINE, 2021, 页码: 10
作者:
Guo, Ge
;
Yuan, Wei
;
Liu, Jinyuan
;
Lv, Yisheng
;
Liu, Wei
收藏
  |  
浏览/下载:20/0
  |  
提交时间:2022/01/27
Correlation
Spatiotemporal phenomena
Forecasting
Data models
Deep learning
Convolution
Predictive models
Spatio-Temporal Graph Structure Learning for Traffic Forecasting
会议论文
New York, USA, 2020-02
作者:
Zhang Qi
;
Chang Jianlong
;
Meng Gaofeng
;
Xiang Shiming
;
Pan Chunhong
收藏
  |  
浏览/下载:34/0
  |  
提交时间:2021/05/31
Learning graph structure via graph convolutional networks
期刊论文
PATTERN RECOGNITION, 2019, 卷号: 95, 页码: 308-318
作者:
Zhang, Qi
;
Chang, Jianlong
;
Meng, Gaofeng
;
Xu, Shibiao
;
Xiang, Shiming
收藏
  |  
浏览/下载:69/0
  |  
提交时间:2019/12/16
Deep learning
Graph convolutional neural networks
Graph structure learning
Changeable kernel sizes
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