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Total-Effect Test is Superfluous for Establishing Complementary Mediation Journal article
Statistica Sinica, 2020
Authors:  Yingkai Jiang;  Xinshu Zhao;  Lixing Zhu;  Jun S. Liu;  Ke Deng
View | Adobe PDF | Favorite | View/Download:367/50 | TC[WOS]:0 TC[Scopus]:0 | Submit date:2020/05/11
Complementary Mediation  Hypothesis Testing  Linear Model  Mediation Analysis  Total-effect Test  
Multi-objective optimization-based updating of predictions during excavation Journal article
Engineering Applications of Artificial Intelligence, 2019,Volume: 78,Page: 102-123
Authors:  Jin Y.-F.;  Yin Z.-Y.;  Zhou W.-H.;  Huang H.-W.
Favorite | View/Download:23/0 | TC[WOS]:22 TC[Scopus]:34 | Submit date:2018/12/21
Automatic updating  Clay  Constitutive model  Excavation  Finite element method  Multi-objective optimization  
Sparse bayesian kernel multinomial probit regression model for high-dimensional data classification Journal article
Communications in Statistics - Theory and Methods, 2019,Volume: 48,Issue: 1,Page: 165-176
Authors:  Aijun Yang;  Xuejun Jiang;  Lianjie Shu;  Pengfei Liu
Favorite | View/Download:12/0 | TC[WOS]:1 TC[Scopus]:1 | Submit date:2019/08/01
Correlation Prior  High-dimensional Data Classification  Multicategory Support Vector Machine  Sparse Bayesian Method  
A Multi-Model Combination Approach for Probabilistic Wind Power Forecasting Journal article
IEEE TRANSACTIONS ON SUSTAINABLE ENERGY, 2019,Volume: 10,Issue: 1,Page: 226-237
Authors:  Lin, You;  Yang, Ming;  Wan, Can;  Wang, Jianhui;  Song, Yonghua
Favorite | View/Download:14/0 | TC[WOS]:18 TC[Scopus]:41 | Submit date:2019/01/17
Terms-Multi-model combination  probabilistic forecasting  wind power  uncertainty  
Standing out from the crowd – An investigation of the signal attributes of Airbnb listings Journal article
International Journal of Contemporary Hospitality Management, 2019,Volume: 32
Authors:  Bin Yao;  Richard T.R. Qiu;  Daisy X.F. Fan;  Anyu Liu;  Dimitrios Buhalis
View | Adobe PDF | Favorite | View/Download:261/17 | TC[WOS]:0 TC[Scopus]:7 | Submit date:2019/09/10
Signaling Theory  Big Data  Airbnb  Binomial Logistic Model  Booking Probability  Sequential Bayesian Updating  Sharing Economy  
Generative multi-view and multi-feature learning for classification Journal article
INFORMATION FUSION, 2019,Volume: 45,Page: 215-226
Authors:  Li, Jinxing;  Zhang, Bob;  Lu, Guangming;  Zhang, David
Favorite | View/Download:108/0 | TC[WOS]:12 TC[Scopus]:25 | Submit date:2018/10/30
Multi-view(modal)  Multi-feature  Generative model  Bayesian model  Classification  
Spatial Modeling Approach for Dynamic Network Formation and Interactions Journal article
JOURNAL OF BUSINESS & ECONOMIC STATISTICS, 2019
Authors:  Xiaoyi Han;  Chih-Sheng Hsieh;  Stanley I. M. Ko
Favorite | View/Download:7/0 | TC[WOS]:0 TC[Scopus]:0 | Submit date:2019/11/11
Spatial Dynamic Panel Data Model  Latent Variable  Peer Effects  Bayesian  Dynamic Network Formation  
Modal frequency-environmental condition relation development using long-term structural health monitoring measurement: Uncertainty quantification, sparse feature selection and multivariate prediction Journal article
MEASUREMENT, 2018,Volume: 130,Page: 384-397
Authors:  Mu, He-Qing;  Yuen, Ka-Veng
Favorite | View/Download:20/0 | TC[WOS]:6 TC[Scopus]:11 | Submit date:2018/10/30
Bayesian inference  Environmental conditions  Sparse feature selection  Modal analysis  Structural health monitoring  
Parameter Estimation of Gaussian Mixture Model Based on Variational Bayesian Learning Conference paper
Proceedings - International Conference on Machine Learning and Cybernetics
Authors:  Zhao L.;  Shang Z.;  Qin A.;  Tang Y.Y.
Favorite | View/Download:8/0 | TC[WOS]:0 TC[Scopus]:1 | Submit date:2019/02/11
Annealing algorithm  Gaussian mixture model  parameter estimation  tsallis-DAVBEM  variational bayes EM  
Nonparametric Bayesian Correlated Group Regression With Applications to Image Classification Journal article
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2018,Volume: 29,Issue: 11,Page: 5330-5344
Authors:  Luo, Lei;  Yang, Jian;  Zhang, Bob;  Jiang, Jielin;  Huang, Heng
Favorite | View/Download:16/0 | TC[WOS]:5 TC[Scopus]:9 | Submit date:2019/01/17
Correlated group regression  expectation-maximization (EM)  robust image classification  scale mixture of matrix Gaussian distribution  sparse Bayesian learning (SBL)