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自动化研究所 [18]
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PreSTNet: Pre-trained Spatio-Temporal Network for traffic forecasting
期刊论文
INFORMATION FUSION, 2024, 卷号: 106, 页码: 13
作者:
Fang, Shen
;
Ji, Wei
;
Xiang, Shiming
;
Hua, Wei
收藏
  |  
浏览/下载:8/0
  |  
提交时间:2024/07/03
Traffic forecasting
Spatio-temporal graph neural network
Pre-training
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:9/0
  |  
提交时间:2024/02/22
Graph convolutional network
Spatio-temporal data
Traffic forecasting
MAST-GNN: A multimodal adaptive spatio-temporal graph neural network for airspace complexity prediction
期刊论文
TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES, 2024, 卷号: 160, 页码: 20
作者:
Li, Biyue
;
Li, Zhishuai
;
Chen, Jun
;
Yan, Yongjie
;
Lv, Yisheng
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2024/07/03
Airspace Complexity Prediction
Air Traffic Management
Spatio-temporal Graph Neural Network
Graph Convolutional Neural Network
Attention Mechanism
Involving Distinguished Temporal Graph Convolutional Networks for Skeleton-Based Temporal Action Segmentation
期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2024, 卷号: 34, 期号: 1, 页码: 647-660
作者:
Li, Yun-Heng
;
Liu, Kai-Yuan
;
Liu, Sheng-Lan
;
Feng, Lin
;
Qiao, Hong
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2024/03/26
Feature extraction
Motion segmentation
Correlation
Convolution
Topology
Convolutional neural networks
Solid modeling
Skeleton-based temporal action segmentation
enhanced spatial graph structure
segmented encoding
Hierarchical graph attention network for temporal knowledge graph reasoning
期刊论文
NEUROCOMPUTING, 2023, 卷号: 550, 页码: 8
作者:
Shao, Pengpeng
;
He, Jiayi
;
Li, Guanjun
;
Zhang, Dawei
;
Tao, Jianhua
收藏
  |  
浏览/下载:8/0
  |  
提交时间:2023/11/22
Temporal knowledge graphs
Graph attention network
Reasoning
GCNet: Graph Completion Network for Incomplete Multimodal Learning in Conversation
期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2023, 卷号: 45, 期号: 7, 页码: 8419-8432
作者:
Lian, Zheng
;
Chen, Lan
;
Sun, Licai
;
Liu, Bin
;
Tao, Jianhua
收藏
  |  
浏览/下载:13/0
  |  
提交时间:2023/11/17
Oral communication
Correlation
Data models
Task analysis
Feature extraction
Tensors
Benchmark testing
Conversational data
graph complete network (GCNet)
incomplete multimodal learning
speaker-sensitive modeling
temporal-sensitive modeling
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:19/0
  |  
提交时间:2023/01/03
Deep learning
graph neural network (GNN)
multi-stream
spatial-temporal feature extraction
temporal graph
traffic 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:23/0
  |  
提交时间:2023/01/09
Index Terms- Traffic forecasting
graph convolutional network
spatial-temporal networks
over-smoothing
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:29/0
  |  
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:24/0
  |  
提交时间:2023/01/09
Graph structure learning
Graph neural network
Spatial-temporal graph modeling
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