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科研机构
自动化研究所 [8]
兰州理工大学 [1]
数学与系统科学研究院 [1]
内容类型
期刊论文 [10]
发表日期
2022 [10]
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TCKGE: Transformers with contrastive learning for knowledge graph embedding
期刊论文
INTERNATIONAL JOURNAL OF MULTIMEDIA INFORMATION RETRIEVAL, 2022, 页码: 9
作者:
Zhang, Xiaowei
;
Fang, Quan
;
Hu, Jun
;
Qian, Shengsheng
;
Xu, Changsheng
收藏
  |  
浏览/下载:20/0
  |  
提交时间:2023/01/09
Augmentation
Contrastive learning
Knowledge graph
Transformer
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
Deciphering spatial domains from spatially resolved transcriptomics with an adaptive graph attention auto-encoder
期刊论文
NATURE COMMUNICATIONS, 2022, 卷号: 13, 期号: 1, 页码: 12
作者:
Dong, Kangning
;
Zhang, Shihua
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  |  
浏览/下载:14/0
  |  
提交时间:2022/06/21
Meta-learning meets the Internet of Things: Graph prototypical models for sensor-based human activity recognition
期刊论文
INFORMATION FUSION, 2022, 卷号: 80, 页码: 1-22
作者:
Zheng, Wenbo
;
Yan, Lan
;
Gou, Chao
;
Wang, Fei-Yue
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  |  
浏览/下载:35/0
  |  
提交时间:2022/01/27
Meta-learning
Internet of Things
Graph model
Attention mechanisms
Structure-aware siamese graph neural networks for encounter-level patient similarity learning
期刊论文
JOURNAL OF BIOMEDICAL INFORMATICS, 2022, 卷号: 127, 页码: 13
作者:
Gu, Yifan
;
Yang, Xuebing
;
Tian, Lei
;
Yang, Hongyu
;
Lv, Jicheng
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  |  
浏览/下载:19/0
  |  
提交时间:2022/06/10
Encounter-Level Patient Similarity
Representation Learning
Siamese Networks
Graph Neural Networks
Knowledge structure driven prototype learning and verification for fact checking
期刊论文
KNOWLEDGE-BASED SYSTEMS, 2022, 卷号: 238, 页码: 10
作者:
Wang, Shuai
;
Mao, Wenji
;
Wei, Penghui
;
Zeng, Daniel D.
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  |  
浏览/下载:18/0
  |  
提交时间:2022/06/10
Fact checking
Knowledge structure
Hierarchical prototype learning
Relation enhancement
Verification
HackGAN: Harmonious Cross-Network Mapping Using CycleGAN With Wasserstein-Procrustes Learning for Unsupervised Network Alignment
期刊论文
IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS, 2022, 页码: 14
作者:
Yang, Linyao
;
Wang, Xiao
;
Zhang, Jun
;
Yang, Jun
;
Xu, Yancai
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  |  
浏览/下载:47/0
  |  
提交时间:2022/03/17
Task analysis
Optimization
Generative adversarial networks
Computational modeling
Automation
Training
Standards
Embedding
generative adversarial network
network alignment (NA)
optimal transport
unsupervised learning
Knowledge tensor embedding framework with association enhancement for breast ultrasound diagnosis of limited labeled samples
期刊论文
NEUROCOMPUTING, 2022, 卷号: 468, 页码: 60-70
作者:
Xi, Jianing
;
Miao, Zhaoji
;
Liu, Longzhong
;
Yang, Xuebing
;
Zhang, Wensheng
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  |  
浏览/下载:35/0
  |  
提交时间:2021/12/28
Breast ultrasound
Knowledge graph
Tensor decomposition
Limited labeled samples
Heterogeneous Hierarchical Feature Aggregation Network for Personalized Micro-Video Recommendation
期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2022, 卷号: 24, 页码: 805-818
作者:
Cai, Desheng
;
Qian, Shengsheng
;
Fang, Quan
;
Xu, Changsheng
收藏
  |  
浏览/下载:20/0
  |  
提交时间:2022/06/06
Graph neural networks
Task analysis
Semantics
Aggregates
Data structures
Collaboration
Visualization
Heterogeneous graph
micro-video recommendation
multi-modal
Fault diagnosis of rotor based on Semi-supervised Multi-Graph Joint Embedding
期刊论文
ISA Transactions, 2022
作者:
Yuan, Jianhui
;
Zhao, Rongzhen
;
He, Tianjing
;
Chen, Pengfei
;
Wei, Kongyuan
收藏
  |  
浏览/下载:15/0
  |  
提交时间:2022/07/20
Clustering algorithms
Data reduction
Failure analysis
Fault detection
Graph theory
Supervised learning
Dimensionality reduction
Embeddings
Fault data
Faults diagnosis
High-dimensional
Hyper graph
Hypergraph structure
Rotor systems
Sample point
Semi-supervised
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