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自动化研究所 [21]
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期刊论文 [57]
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HMSG: Heterogeneous graph neural network based on Metapath SubGraph learning
期刊论文
KNOWLEDGE-BASED SYSTEMS, 2023, 卷号: 279, 页码: 11
作者:
Guan, Mengya
;
Cai, Xinjun
;
Shang, Jiaxing
;
Hao, Fei
;
Liu, Dajiang
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2023/11/22
Graph neural network
Heterogeneous graph
Metapath
Subgraph
Information network
KAMPNet: multi-source medical knowledge augmented medication prediction network with multi-level graph contrastive learning
期刊论文
BMC MEDICAL INFORMATICS AND DECISION MAKING, 2023, 卷号: 23, 期号: 1, 页码: 19
作者:
An, Yang
;
Tang, Haocheng
;
Jin, Bo
;
Xu, Yi
;
Wei, Xiaopeng
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2023/12/21
Electronic medical records
Medication prediction
Intelligent healthcare system
Multi-source medical knowledge
Graph contrastive learning
Semisupervised Progressive Representation Learning for Deep Multiview Clustering
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2023, 页码: 15
作者:
Chen, Rui
;
Tang, Yongqiang
;
Xie, Yuan
;
Feng, Wenlong
;
Zhang, Wensheng
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  |  
浏览/下载:3/0
  |  
提交时间:2023/11/17
Representation learning
Training
Data models
Task analysis
Complexity theory
Semisupervised learning
Optimization
Deep clustering
multiview clustering
progressive sample learning
semisupervised learning
GraphCA: Learning From Graph Counterfactual Augmentation for Knowledge Tracing
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 11, 页码: 2108-2123
作者:
Xinhua Wang
;
Shasha Zhao
;
Lei Guo
;
Lei Zhu
;
Chaoran Cui
收藏
  |  
浏览/下载:8/0
  |  
提交时间:2023/09/22
Contrastive learning
counterfactual representation
graph neural network
knowledge tracing
Heterogeneous Knowledge Learning of Predictive Academic Intelligence in Transportation
期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2022, 卷号: 23, 期号: 4, 页码: 3737-3755
作者:
Lu, Hao
;
Zhu, Yifan
;
Lin, Qika
;
Wang, Tan
;
Niu, Zhendong
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  |  
浏览/下载:20/0
  |  
提交时间:2022/06/10
Academic impact prediction
predictive knowledge analytics
transportation research
heterogeneous knowledge learning
academic intelligence
social transportation
Optimal Synchronization Control of Heterogeneous Asymmetric Input-Constrained Unknown Nonlinear MASs via Reinforcement Learning
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 3, 页码: 520-532
作者:
Lina Xia
;
Qing Li
;
Ruizhuo Song
;
Hamidreza Modares
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  |  
浏览/下载:41/0
  |  
提交时间:2022/03/09
Asymmetric input-constrained
heterogeneous nonlinear multiagent systems (MASs)
Hamilton-Jacobi-Bellman (HJB) equation
novel observer
reinforcement learning (RL)
HINGRL: predicting drug-disease associations with graph representation learning on heterogeneous information networks
期刊论文
BRIEFINGS IN BIOINFORMATICS, 2022, 卷号: 23, 期号: 1, 页码: 1-15
作者:
Zhao, BW (Zhao, Bo-Wei) [1] , [2]
;
Hu, L (Hu, Lun) [2]
;
You, ZH (You, Zhu-Hong) [3] , [4]
;
Wang, L (Wang, Lei) [5]
;
Su, XR (Su, Xiao-Rui) [1] , [2]
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  |  
浏览/下载:23/0
  |  
提交时间:2022/05/06
drug-disease associations
prediction
heterogeneous information network
graph representation learning
drug repositioning
Graph representation learning in bioinformatics: trends, methods and applications
期刊论文
BRIEFINGS IN BIOINFORMATICS, 2022, 卷号: 23, 期号: 1, 页码: 1-16
作者:
Yi, HC (Yi, Hai-Cheng) [1] , [2]
;
You, ZH (You, Zhu-Hong) [3]
;
Huang, DS (Huang, De-Shuang) [4]
;
Kwoh, CK (Kwoh, Chee Keong) [5] , [6]
收藏
  |  
浏览/下载:17/0
  |  
提交时间:2022/05/06
graph representation learning
deeplearning
graph neural network
graph embedding
knowledge graph
healthcare
Lifelong robotic visual-tactile perception learning
期刊论文
Pattern Recognition, 2022, 卷号: 121, 页码: 1-12
作者:
Dong JH(董家华)
;
Cong Y(丛杨)
;
Sun G(孙干)
;
Zhang T(张涛)
收藏
  |  
浏览/下载:9/0
  |  
提交时间:2021/08/12
Lifelong machine learning
Robotics Visual-tactile perception
Cross-modality learning
Multi-task learning
Evolving Metric Learning for Incremental and Decremental Features
期刊论文
IEEE Transactions on Circuits and Systems for Video Technology, 2022, 卷号: 32, 期号: 4, 页码: 2290-2302
作者:
Dong JH(董家华)
;
Cong Y(丛杨)
;
Sun G(孙干)
;
Zhang T(张涛)
;
Tang X(唐旭)
收藏
  |  
浏览/下载:12/0
  |  
提交时间:2021/08/28
Data models
Extraterrestrial measurements
Feature extraction
instance and feature evolutions
low-rank constraint
Measurement
Online metric learning
Optimization
Robot sensing systems
smoothed Wasserstein distance
Task analysis
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