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KGEL: A novel end-to-end embedding learning framework for knowledge graph completion Journal article
Expert Systems with Applications, 2021,Volume: 167
Authors:  Adnan Zeb;  Anwar Ul Haq;  Defu Zhang;  Junde Chen;  Zhiguo Gong
Favorite |  | TC[WOS]:1 TC[Scopus]:2 | Submit date:2021/03/09
Knowledge Graph  Link Prediction  Tensor Factorization  Tensor Train Decomposition  Weighted Graph Convolutional Network  
AOAM: Automatic Optimization of Adjacency Matrix for Graph Convolutional Network Conference paper
Milan, Jan 10-15, 2021
Authors:  Yuhang Zhang;  Hongshuai Ren;  Jiexia Ye;  Xitong Gao;  Yang Wang;  Kejiang Ye;  Cheng-Zhong Xu
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/09/18
Graph Convolutional Network  Adjacency Matrix  End-to-end  Node Information Entropy  
Multi-Graph Convolutional Network for Relationship-Driven Stock Movement Prediction Conference paper
Milan, 10-15 Jan. 2021
Authors:  Jiexia Ye;  Juanjuan Zhao;  Kejiang Ye;  Chengzhong Xu
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/09/18
Gcn  Graph Convolutional Network  Gru  Relationship  Stock Movement  Stock Price  
RETA: A schema-aware, end-to-end solution for instance completion in knowledge graphs Conference paper
The Web Conference 2021 - Proceedings of the World Wide Web Conference, WWW 2021
Authors:  Rosso, Paolo;  Yang, Dingqi;  Ostapuk, Natalia;  CudrA©-Mauroux, Philippe
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Entity Types  Instance completion  Knowledge graph embedding  
Fast Algorithm Based on Parallel Computing for Sample Entropy Calculation Journal article
IEEE Access, 2021
Authors:  Dong X.;  Chen C.;  Geng Q.;  Zhang W.;  Zhang X.D.
Adobe PDF | Favorite |  | TC[WOS]:1 TC[Scopus]:1 | Submit date:2021/03/03
Acceleration  Algorithm  Biomedical Monitoring  Entropy  Fast Computation  Graphics Processing Unit  Graphics Processing Units  Kernel  Parallel Computing  Sample Entropy  Standards  Time Series Analysis  
GNNVis: Visualize Large-Scale Data by Learning a Graph Neural Network Representation Conference paper
International Conference on Information and Knowledge Management, Proceedings, Ireland, October 19–23, 2020
Authors:  Yajun Huang;  Jingbin Zhang;  Yiyang Yang;  Zhiguo Gong;  Zhifeng Hao
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Big Data  Graph Neural Networks  High-dimensional Data  Neural Networks  Semi-supervised Learning  Visualization  
Unsupervised Feature Learning Architecture with Multi-clustering Integration RBM Journal article
IEEE Transactions on Knowledge and Data Engineering, 2020
Authors:  Jielei Chu;  Hongjun Wang;  Jing Liu;  Zhiguo Gong;  Tianrui Li
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/03/09
Cd1 Learning  Clustering Algorithms  Encoding  Feature Extraction  Image Clustering  Image Reconstruction  Machine Learning  Multi-clustering Integration Rbm  Task Analysis  Training  Unsupervised Feature Learning  
Beyond Triplets: Hyper-Relational Knowledge Graph Embedding for Link Prediction Conference paper
The Web Conference 2020 - Proceedings of the World Wide Web Conference, WWW 2020, Taipei Taiwan, April 20 - 24, 2020
Authors:  Paolo Rosso;  Dingqi Yang;  Philippe Cudré-Mauroux
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Knowledge Graph Embedding  Hyper-relation  Link Prediction  
Subspace clustering by simultaneously feature selection and similarity learning Journal article
Knowledge-Based Systems, 2020,Volume: 193
Authors:  Zhong,Guo;  Pun,Chi Man
Favorite |  | TC[WOS]:6 TC[Scopus]:6 | Submit date:2021/03/11
Affinity matrix  Feature selection  Graph learning  Similarity learning  Subspace clustering  
Improving tree-based neural machine translation with dynamic lexicalized dependency encoding Journal article
Knowledge-Based Systems, 2020,Volume: 188
Authors:  Yang,Baosong;  Wong,Derek F.;  Chao,Lidia S.;  Zhang,Min
Favorite |  | TC[WOS]:5 TC[Scopus]:4 | Submit date:2021/03/11
Dynamic parameters  Neural machine translation (NMT)  Syntactic modeling  Tree-RNN