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自动化研究所 [4]
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长春光学精密机械与物... [1]
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期刊论文 [8]
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2021 [8]
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Multi-aspect self-supervised learning for heterogeneous information network
期刊论文
KNOWLEDGE-BASED SYSTEMS, 2021, 卷号: 233, 页码: 14
作者:
Che, Feihu
;
Tao, Jianhua
;
Yang, Guohua
;
Liu, Tong
;
Zhang, Dawei
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  |  
浏览/下载:26/0
  |  
提交时间:2021/12/28
Heterogeneous information network
Self-supervised
Contrastive learning
Graph neural network
Hyperspectral Image Classification Based on Sparse Superpixel Graph
期刊论文
REMOTE SENSING, 2021, 卷号: 13, 期号: 18, 页码: 18
作者:
Zhao, Yifei
;
Yan, Fengqin
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  |  
浏览/下载:56/0
  |  
提交时间:2021/11/05
hyperspectral image
sparse superpixel graph
spectral-spatial classification
discrete potential
big data
Quantum Probability-inspired Graph Neural Network for Document Representation and Classification
期刊论文
Neurocomputing, 2021, 卷号: 445, 页码: 276-286
作者:
Yan, Peng
;
Li, Lingjing
;
Jin, Miaotianzi
;
Zeng, Daniel
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  |  
浏览/下载:3/0
  |  
提交时间:2022/06/16
Natural language processing
Document representation
Document classification
Graph neural network
Quantum probability
Prospects for the research on geoscience knowledge graph in the Big Data Era
期刊论文
SCIENCE CHINA-EARTH SCIENCES, 2021, 页码: 11
作者:
Zhou, Chenghu
;
Wang, Hua
;
Wang, Chengshan
;
Hou, Zengqian
;
Zheng, Zhiming
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  |  
浏览/下载:91/0
  |  
提交时间:2021/08/19
Geoscience knowledge graph
All-domain geoscience knowledge representation model
Federated crowd intelligence collaboration
High-precision geological time scale
Health Status Prediction with Local-Global Heterogeneous Behavior Graph
期刊论文
ACM Transactions on Multimedia Computing Communications and Applications, 2021, 卷号: 0, 期号: 0, 页码: 0
作者:
Ma, Xuan
;
Yang, Xiaoshan
;
Gao, Junyu
;
Xu, Changsheng
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  |  
浏览/下载:22/0
  |  
提交时间:2021/06/16
Health Status Prediction
Graph Neural Networks
Individual Behavior
HAPGN: Hierarchical Attentive Pooling Graph Network for Point Cloud Segmentation
期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2021, 卷号: 23, 页码: 2335-2346
作者:
Chen, Chaofan
;
Qian, Shengsheng
;
Fang, Quan
;
Xu, Changsheng
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  |  
浏览/下载:12/0
  |  
提交时间:2021/11/02
Three-dimensional displays
Feature extraction
Task analysis
Layout
Logic gates
Machine learning
Two dimensional displays
Point cloud segmentation
hierarchical graph pooling
gated graph attention network
A Novel Method to Predict Drug-Target Interactions Based on Large-Scale Graph Representation Learning
期刊论文
CANCERS, 2021, 卷号: 13, 期号: 9, 页码: 1-12
作者:
Zhao, BW (Zhao, Bo-Wei) 1 , 2 , 3
;
You, ZH (You, Zhu-Hong) 1 , 2 , 3
;
Hu, L (Hu, Lun) 1 , 2 , 3
;
Guo, ZH (Guo, Zhen-Hao) 1 , 2 , 3
;
Wang, L (Wang, Lei) 1 , 2 , 3
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浏览/下载:34/0
  |  
提交时间:2021/07/27
drug discoverydrug-target interactionslarge-scale graph representation learningcomputational method
Capsule graph neural network based on global and local features fusion
期刊论文
Jilin Daxue Xuebao (Gongxueban)/Journal of Jilin University (Engineering and Technology Edition), 2021, 卷号: 51, 期号: 3, 页码: 1048-1054
作者:
R. Qian
;
R. Zhang
;
K.-J. Zhang
;
X. Jin
;
S.-L. Ge and S. Jiang
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  |  
浏览/下载:2/0
  |  
提交时间:2022/06/13
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