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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:  Zeb,Adnan;  Ul Haq,Anwar;  Zhang,Defu;  Chen,Junde;  Gong,Zhiguo
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Knowledge graph  Link prediction  Tensor factorization  Tensor train decomposition  Weighted graph convolutional network  
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.
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Decomposition methods  Default  Determinants  Failure prediction  Liquidity  Online P2P Lending platforms  Peer-to-peer lending  
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  
HNS: Hierarchical negative sampling for network representation learning Journal article
Information Sciences, 2021,Volume: 542,Page: 343-356
Authors:  Chen,Junyang;  Gong,Zhiguo;  Wang,Wei;  Liu,Weiwen
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2020/12/04
Hierarchical negative sampling  Network embeddings  Network representation learning  
Predictive effects of IgA and IgG combination to assess pulmonary exudation progression in COVID-19 patients Journal article
Journal of Medical Virology, 2021,Volume: 93,Issue: 3,Page: 1443-1448
Authors:  Xue M.;  Zhang T.;  Hu H.;  Huang Z.;  Zhen Y.;  Liang Y.;  Zeng Y.;  Jin T.;  Zhou L.;  Zhang X.D.;  Sun B.
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Covid-19  Iga  Igg  Prediction Effects  
An integrated computational methodology with data-driven machine learning, molecular modeling and PBPK modeling to accelerate solid dispersion formulation design Journal article
European Journal of Pharmaceutics and Biopharmaceutics, 2021,Volume: 158,Page: 336-346
Authors:  Gao,Hanlu;  Wang,Wei;  Dong,Jie;  Ye,Zhuyifan;  Ouyang,Defang
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Dissolution profile  Machine learning  molecular dynamics (MD) simulations  Pharmacokinetic modeling  Solid dispersion  
Artificial Intelligence Prediction for the COVID-19 Data Based on LSTM Neural Networks and H2O AutoML Book chapter
出自: SpringerBriefs in Applied Sciences and Technology, 2021, 页码: 69-87
Authors:  Marques,Joao Alexandre Lobo;  Gois,Francisco Nauber Bernardo;  Xavier-Neto,José;  Fong,Simon James
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Epidemiology Compartmental Models—SIR, SEIR, and SEIR with Intervention Book chapter
出自: SpringerBriefs in Applied Sciences and Technology, 2021, 页码: 15-39
Authors:  Marques,Joao Alexandre Lobo;  Gois,Francisco Nauber Bernardo;  Xavier-Neto,José;  Fong,Simon James
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Forecasting COVID-19 Time Series Based on an Autoregressive Model Book chapter
出自: SpringerBriefs in Applied Sciences and Technology, 2021, 页码: 41-54
Authors:  Marques,Joao Alexandre Lobo;  Gois,Francisco Nauber Bernardo;  Xavier-Neto,José;  Fong,Simon James
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Nonlinear Prediction for the COVID-19 Data Based on Quadratic Kalman Filtering Book chapter
出自: SpringerBriefs in Applied Sciences and Technology, 2021, 页码: 55-68
Authors:  Marques,Joao Alexandre Lobo;  Gois,Francisco Nauber Bernardo;  Xavier-Neto,José;  Fong,Simon James
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