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北京航空航天大学 [26]
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Learnable Graph Matching: A Practical Paradigm for Data Association
期刊论文
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2024, 卷号: 46, 期号: 7, 页码: 4880-4895
作者:
He, Jiawei
;
Huang, Zehao
;
Wang, Naiyan
;
Zhang, Zhaoxiang
收藏
  |  
浏览/下载:1/0
  |  
提交时间:2024/06/18
Graph matching
data association
multiple object tracking
image matching
Graph Structure Aware Contrastive Multi-View Clustering
期刊论文
IEEE TRANSACTIONS ON BIG DATA, 2024, 卷号: 10, 期号: 3, 页码: 260-274
作者:
Chen, Rui
;
Tang, Yongqiang
;
Cai, Xiangrui
;
Yuan, Xiaojie
;
Feng, Wenlong
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  |  
浏览/下载:4/0
  |  
提交时间:2024/07/04
Correlation
Semantics
Big Data
Representation learning
Data models
Data mining
Analytical models
Contrastive learning
deep representation
graph embedding
multi-view clustering
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:5/0
  |  
提交时间:2024/02/22
Graph convolutional network
Spatio-temporal data
Traffic forecasting
Research on the Exposure Risk Analysis of Wildfires with a Spatiotemporal Knowledge Graph
期刊论文
FIRE-SWITZERLAND, 2024, 卷号: 7, 期号: 4, 页码: 22
作者:
Ge, Xingtong
;
Peng, Ling
;
Yang, Yi
;
Wang, Yinda
;
Chen, Deyue
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  |  
浏览/下载:0/0
  |  
提交时间:2024/05/30
exposure risk analysis knowledge graph
multi-source data fusion
exposure risk analysis
spatiotemporal data
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:11/0
  |  
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
Developing a multiview spatiotemporal model based on deep graph neural networks to predict the travel demand by bus
期刊论文
INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE, 2023, 页码: 27
作者:
Zhao, Tianhong
;
Huang, Zhengdong
;
Tu, Wei
;
Biljecki, Filip
;
Chen, Long
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2023/11/16
Graph deep learning
multiview learning
travel demand prediction
multimodal transportation
smart card data
TREPH: A Plug-In Topological Layer for Graph Neural Networks
期刊论文
Entropy, 2023, 卷号: 25, 期号: 2, 页码: 331
作者:
Ye, Xue
;
Sun, Fang
;
Xiang, Shiming
收藏
  |  
浏览/下载:216/0
  |  
提交时间:2023/06/19
graph neural network
graph representation learning
topological data analysis
extended persistent homology
Feature-Contrastive Graph Federated Learning: Responsible AI in Graph Information Analysis
期刊论文
IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS, 2022, 页码: 11
作者:
Zeng, Xingjie
;
Zhou, Tao
;
Bao, Zhicheng
;
Zhao, Hongwei
;
Chen, Leiming
收藏
  |  
浏览/下载:19/0
  |  
提交时间:2023/02/22
Federated learning
Data models
Artificial intelligence
Graph neural networks
Training
Learning systems
Servers
graph neural networks
responsible artificial intelligence (AI)
weight divergence
weight similarity evaluation
Network-based integrative analysis of single-cell transcriptomic and epigenomic data for cell types
期刊论文
BRIEFINGS IN BIOINFORMATICS, 2022, 卷号: 23, 期号: 2, 页码: 13
作者:
Wu, Wenming
;
Zhang, Wensheng
;
Ma, Xiaoke
收藏
  |  
浏览/下载:34/0
  |  
提交时间:2022/07/25
single-cell multi-omics data
integrative analysis
adaptive graph learning
cell type
API-GNN: attribute preserving oriented interactive graph neural network
期刊论文
WORLD WIDE WEB-INTERNET AND WEB INFORMATION SYSTEMS, 2022, 页码: 20
作者:
Zhou, Yuchen
;
Shang, Yanmin
;
Cao, Yanan
;
Li, Qian
;
Zhou, Chuan
收藏
  |  
浏览/下载:16/0
  |  
提交时间:2022/04/02
Data mining
Graph neural networks
Social analysis
Representation learning
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