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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]:3 TC[Scopus]:3 | Submit date:2021/03/09
Knowledge Graph  Link Prediction  Tensor Factorization  Tensor Train Decomposition  Weighted Graph Convolutional Network  
A two-step fused machine learning approach for the prediction of glass-forming ability of metallic glasses Journal article
Journal of Alloys and Compounds, 2021,Volume: 875,Page: 160040
Authors:  Y.X.Zhang;  G.C.Xing;  Z.D.Sha;  L.H.Poh
Favorite |  | TC[WOS]:1 TC[Scopus]:1 | Submit date:2021/09/10
Glass-forming Ability  Good Glass Former  Machine Learning  Metallic Glass  
Hybrid forecasting method for wind power integrating spatial correlation and corrected numerical weather prediction Journal article
Applied Energy, 2021,Volume: 293
Authors:  Hu, Shuai;  Xiang, Yue;  Zhang, Hongcai;  Xie, Shanyi;  Li, Jianhua;  Gu, Chenghong;  Sun, Wei;  Liu, Junyong
Favorite |  | TC[WOS]:4 TC[Scopus]:4 | Submit date:2021/09/09
Gaussian Process  Hybrid Model  Kernel Function  Numerical Weather Prediction  Spatial Correlation  Wind Power Forecasting  
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  
MA-LSTM: A Multi-Attention Based LSTM for Complex Pattern Extraction Conference paper
Milan, 10-15 Jan. 2021
Authors:  Jingjie Guo;  Kelang Tian;  Kejiang Ye;  Cheng-Zhong Xu
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/09/18
Multi-attention  Traffic Prediction  Handwriting Recognition  Language Model  
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  
Determinants of defaults on P2P lending platforms in China Journal article
International Review of Economics and Finance, 2021,Volume: 72,Page: 334-348
Authors:  Gao,M.;  Yen,J.;  Liu,M.
Favorite |  | TC[WOS]:1 TC[Scopus]:1 | Submit date:2021/03/09
Decomposition methods  Default  Determinants  Failure prediction  Liquidity  Online P2P Lending platforms  Peer-to-peer lending  
Kennard-Stone Balance Algorithm for Time-series Big Data Stream Mining Conference paper
IEEE International Conference on Data Mining Workshops, ICDMW, Sorrento, Italy, 17-20 Nov. 2020
Authors:  Tengyue Li;  Simon Fong;  Yaoyang Wu;  Antonio J. Tallón-Ballesteros
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CRL: Collaborative Representation Learning by Coordinating Topic Modeling and Network Embeddings Journal article
IEEE Transactions on Neural Networks and Learning Systems, 2021,Page: 1-13
Authors:  Junyang Chen;  Zhiguo Gong;  Wei Wang;  Weiwen Liu;  Xiao Dong
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Collaboration  Collaborative Representation Learning (Crl)  Context Modeling  Correlation  Data Models  Electronic Mail  Global And Local Contexts  Learning Systems  Network Embeddings  Network Representation Learning (Nrl)  Network Topology  Topic Modeling.  
Multinomial Bayesian extreme learning machine for sparse and accurate classification model Journal article
Neurocomputing, 2021,Volume: 423,Page: 24-33
Authors:  Luo,Jiahua;  Wong,Chi Man;  Vong,Chi Man
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Extreme learning machine  Multi-class classification  Multinomial distribution  Sparse Bayesian  Sparse learning