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Time-Aware Representation Learning of Knowledge Graphs 会议论文
, 在线, 2021.07.18-22
Authors:  Wang, Zikang;  Li, Linjing;  Zeng, Daniel
Adobe PDF(545Kb)  |  Favorite  |  View/Download:55/4  |  Submit date:2021/05/31
Deep Learning for EMG-based Human-Machine Interaction: A Review 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 3, 页码: 512-533
Authors:  Dezhen Xiong;  Daohui Zhang;  Xingang Zhao;  Yiwen Zhao
Adobe PDF(3921Kb)  |  Favorite  |  View/Download:20/2  |  Submit date:2021/04/09
Accuracy  deep learning  electromyography (EMG)  human-machine interaction (HMI)  robustness  
Variational Gridded Graph Convolution Network for Node Classification 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 10, 页码: 1697-1708
Authors:  Xiaobin Hong;  Tong Zhang;  Zhen Cui;  Jian Yang
Adobe PDF(2419Kb)  |  Favorite  |  View/Download:8/2  |  Submit date:2021/09/03
Graph coarsening  gridding  node classification  random walk  variational convolution  
A Re-Ranking Framework for Knowledge Graph Completion 会议论文
, Glasgow, Scotland, UK, 2020.7.19-24
Authors:  Wang, Zikang;  Li, Linjing;  Zeng, Daniel
View  |  Adobe PDF(447Kb)  |  Favorite  |  View/Download:33/9  |  Submit date:2020/10/22
knowledge graph, link prediction, attention mechanism  
Structurally Comparative Hinge Loss for Dependency-Based Neural Text Representation 期刊论文
ACM TRANSACTIONS ON ASIAN AND LOW-RESOURCE LANGUAGE INFORMATION PROCESSING, 2020, 期号: 4, 页码: 19
Authors:  Wang, Kexin;  Zhou, Yu;  Zhang, Jiajun;  Wang, Shaonan;  Zong, Chengqing
View  |  Adobe PDF(1553Kb)  |  Favorite  |  View/Download:91/23  |  Submit date:2020/06/10
Text representation  graph convolutional networks  loss function  
Improve the translational distance models for knowledge graph embedding 期刊论文
JOURNAL OF INTELLIGENT INFORMATION SYSTEMS, 2020, 卷号: 2020, 期号: 1, 页码: 23
Authors:  Zhang, Siheng;  Sun, Zhengya;  Zhang, Wensheng
View  |  Adobe PDF(802Kb)  |  Favorite  |  View/Download:118/21  |  Submit date:2020/04/07
Knowledge graph embedding  Translational distance model  Positional encoding  Self-attention  
InterPatient ECG Classification with Symbolic Representations and MultiPerspective Convolutional Neural Networks 期刊论文
IEEE Journal of Biomedical and Health Informatics, 2020, 卷号: 24, 期号: 5, 页码: 1321-1332
Authors:  Niu, Jinghao;  Tang, Yongqiang;  Sun, Zhengya;  Zhang, Wensheng
View  |  Adobe PDF(2290Kb)  |  Favorite  |  View/Download:85/30  |  Submit date:2020/05/08
Ecg Classification  Convolutional Neural Network  Deep Learning  Biomedical Monitoring  
Extracting Events and Their Relations from Texts: A Survey on Recent Research Progress and Challenges 期刊论文
AI Open, 2020, 卷号: 1, 期号: 1, 页码: 22-39
Authors:  Kang Liu;  Yubo Chen;  Jian Liu;  Xinyu Zuo;  Jun Zhao
Adobe PDF(1821Kb)  |  Favorite  |  View/Download:25/3  |  Submit date:2021/06/21
Event extraction  Event relation extraction  Knowledge graph  
Attention-based Direct Interaction Model for Knowledge Graph Embedding 会议论文
, 杭州, 2019-11-25
Authors:  Zhou, Bo;  Chen, Yubo;  Liu, Kang;  Zhao, Jun
View  |  Adobe PDF(453Kb)  |  Favorite  |  View/Download:54/16  |  Submit date:2020/06/11
PKGCN: prior knowledge enhanced graph convolutional network for graph-based semi-supervised learning 期刊论文
INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS, 2019, 卷号: 10, 期号: 11, 页码: 3115-3127
Authors:  Yu, Shaowei;  Yang, Xuebing;  Zhang, Wensheng
View  |  Adobe PDF(1959Kb)  |  Favorite  |  View/Download:120/26  |  Submit date:2020/03/30
Graph convolutional network  Semi-supervised learning  Prior knowledge  Node classification