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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:22/0 | TC[WOS]:22 TC[Scopus]:0 | 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]:0 | Submit date:2019/08/01
Correlation Prior  High-dimensional Data Classification  Multicategory Support Vector Machine  Sparse Bayesian Method  
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  
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:55/0 | TC[WOS]:12 TC[Scopus]:0 | Submit date:2018/10/30
Multi-view(modal)  Multi-feature  Generative model  Bayesian model  Classification  
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:248/13 | TC[WOS]:0 TC[Scopus]:0 | Submit date:2019/09/10
Signaling Theory  Big Data  Airbnb  Binomial Logistic Model  Booking Probability  Sequential Bayesian Updating  Sharing Economy  
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 L.;  Yang J.;  Zhang B.;  Jiang J.;  Huang H.
Favorite | View/Download:11/0 | TC[WOS]:5 TC[Scopus]:0 | Submit date:2019/04/04
Correlated group regression  expectation-maximization (EM)  robust image classification  scale mixture of matrix Gaussian distribution  sparse Bayesian learning (SBL)  
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:12/0 | TC[WOS]:5 TC[Scopus]:0 | Submit date:2019/01/17
Correlated group regression  expectation-maximization (EM)  robust image classification  scale mixture of matrix Gaussian distribution  sparse Bayesian learning (SBL)  
A Two-Stage Estimation Algorithm Based on Variable Projection Method for GPS Positioning Journal article
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2018,Volume: 67,Issue: 11,Page: 2518-2525
Authors:  Chen, Guang-Yong;  Gan, Min;  Chen, C. L. Philip;  Chen, Long
Favorite | View/Download:8/0 | TC[WOS]:6 TC[Scopus]:0 | Submit date:2019/01/17
Global navigation satellite systems (GNSSs)  least squares method  parameter estimation  variable projection (VP)  
Identifiability-Enhanced Bayesian Frequency-Domain Substructure Identification Journal article
COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING, 2018,Volume: 33,Issue: 9,Page: 800-812
Authors:  Yuen, Ka-Veng;  Huang, Ke
Favorite | View/Download:19/0 | TC[WOS]:7 TC[Scopus]:0 | Submit date:2018/10/30
Estimating Size of Drug Users in Macau: an Open Population Capture-Recapture Model with Data Augmentation Using Public Registration Data Journal article
Asian Journal of Criminology, 2018,Volume: 13,Issue: 3,Page: 193-206
Authors:  Cai,Tianji;  Xia,Yiwei
Favorite | View/Download:17/0 | TC[WOS]:1 TC[Scopus]:0 | Submit date:2019/06/25
Capture-recapture Method  Data Augmentation  Illicit Drug Users  Macau  Open Population