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Cognitive State Detection in Task Context Based on Graph Attention Network During Flight Journal article
Wu, Edmond Q., Gao, Yubing, Tong, Wei, Hou, Yuhong, Law, Rob, Zhu, Guangyu. Cognitive State Detection in Task Context Based on Graph Attention Network During Flight[J]. IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2024, 54(9), 5224-5236.
Authors:  Wu, Edmond Q.;  Gao, Yubing;  Tong, Wei;  Hou, Yuhong;  Law, Rob; et al.
Favorite | TC[WOS]:1 TC[Scopus]:1  IF:8.6/8.7 | Submit date：2024/07/04
Attention Network  Bayesian Optimization Method  Cognitive Detection  Graph Structure  
Non-parametric generation of multivariate cross-correlated random fields directly from sparse measurements using Bayesian compressive sensing and Markov chain Monte Carlo simulation Journal article
Li, Peiping, Wang, Yu, Guan, Zheng. Non-parametric generation of multivariate cross-correlated random fields directly from sparse measurements using Bayesian compressive sensing and Markov chain Monte Carlo simulation[J]. Stochastic Environmental Research and Risk Assessment, 2023, 37(12), 4607-4628.
Authors:  Li, Peiping;  Wang, Yu;  Guan, Zheng
Favorite | TC[WOS]:2 TC[Scopus]:2  IF:3.9/3.6 | Submit date：2024/01/02
Bayesian Compressive Sensing  Cross-correlated Random Field Samples  Non-parametric Method  Reliability Analysis  Sparse Measurements  
Combining dimensionality reduction methods with neural networks for realized volatility forecasting Journal article
Andrea Bucci, HE Lidan, Liu Z(劉志). Combining dimensionality reduction methods with neural networks for realized volatility forecasting[J]. Annals of Operations Research, 2023.
Authors:  Andrea Bucci;  HE Lidan;  Liu Z(劉志)
Favorite | TC[WOS]:7 TC[Scopus]:5  IF:4.4/4.4 | Submit date：2023/08/15
Realized Volatility  Artificial Neural Network  Machine-learning  Pca Method  Bayesian Model Averaging  
A beam on elastic foundation method for predicting deflection of braced excavations considering uncertainties Journal article
Cong Tang, Shu-Yu He, Wan-Huan Zhou. A beam on elastic foundation method for predicting deflection of braced excavations considering uncertainties[J]. INTERNATIONAL JOURNAL FOR NUMERICAL AND ANALYTICAL METHODS IN GEOMECHANICS, 2022, 47(4), 533-548.
Authors:  Cong Tang;  Shu-Yu He;  Wan-Huan Zhou
Favorite | TC[WOS]:5 TC[Scopus]:6  IF:3.4/3.8 | Submit date：2023/04/03
Bayesian Probabilistic Method  Beam On Elastic foundatiOn  Braced Excavations  Uncertainty  Wall Deflection  
An Inverse-Free and Scalable Sparse Bayesian Extreme Learning Machine for Classification Problems Journal article
Luo, Jiahua, Vong, Chi Man, Liu, Zhenbao, Chen, Chuangquan. An Inverse-Free and Scalable Sparse Bayesian Extreme Learning Machine for Classification Problems[J]. IEEE Access, 2021, 9, 87543-87551.
Authors:  Luo, Jiahua;  Vong, Chi Man;  Liu, Zhenbao;  Chen, Chuangquan
Favorite | TC[WOS]:2 TC[Scopus]:2  IF:3.4/3.7 | Submit date：2022/05/13
Inverse-free  Large Classification  Quasi-newton Method  Sparse Bayesian Extreme Learning Machine  Sparse Model  
An Inverse-Free and Scalable Sparse Bayesian Extreme Learning Machine for Classification Problems Journal article
Luo, J.H., Vong, C. M., Liu, Z.B., Chen, C.Q.. An Inverse-Free and Scalable Sparse Bayesian Extreme Learning Machine for Classification Problems[J]. IEEE Acess (SCI-E), 2021, 1-9.
Authors:  Luo, J.H.;  Vong, C. M.;  Liu, Z.B.;  Chen, C.Q.
Favorite |   IF:3.4/3.7 | Submit date：2022/08/09
Inverse-free  quasi-Newton method  sparse Bayesian extreme learning machine  large classification  sparse model  
Sparse bayesian kernel multinomial probit regression model for high-dimensional data classification Journal article
Aijun Yang, Xuejun Jiang, Lianjie Shu, Pengfei Liu. Sparse bayesian kernel multinomial probit regression model for high-dimensional data classification[J]. Communications in Statistics - Theory and Methods, 2019, 48(1), 165-176.
Authors:  Aijun Yang;  Xuejun Jiang;  Lianjie Shu;  Pengfei Liu
Favorite | TC[WOS]:3 TC[Scopus]:3  IF:0.6/0.8 | Submit date：2019/08/01
Correlation Prior  High-dimensional Data Classification  Multicategory Support Vector Machine  Sparse Bayesian Method  
Model updating and uncertainty analysis for creep behavior of soft soil Journal article
Wan-Huan Zhou, Fang Tan, Ka-Veng Yuen. Model updating and uncertainty analysis for creep behavior of soft soil[J]. COMPUTERS AND GEOTECHNICS, 2018, 100, 135-143.
Authors:  Wan-Huan Zhou;  Fang Tan;  Ka-Veng Yuen
Favorite | TC[WOS]:51 TC[Scopus]:60  IF:5.3/5.7 | Submit date：2018/10/30
Bayesian Model Class Selection  Creep  Elastic Viscoplastic Models  Tmcmc Method  Uncertainty Evaluation  
Effect of loading duration on uncertainty in creep analysis of clay Journal article
Fang Tan, Wan‐Huan Zhou, Ka‐Veng Yuen. Effect of loading duration on uncertainty in creep analysis of clay[J]. INTERNATIONAL JOURNAL FOR NUMERICAL AND ANALYTICAL METHODS IN GEOMECHANICS, 2018, 42(11), 1235-1254.
Authors:  Fang Tan;  Wan‐Huan Zhou;  Ka‐Veng Yuen
Favorite | TC[WOS]:24 TC[Scopus]:28  IF:3.4/3.8 | Submit date：2018/10/30
Bayesian Probabilistic Method  Creep Analysis  Loading Duration  Model Updating  Uncertainty  
Multi-resolution Bayesian Nonparametric General Regression for Structural Model Updating Journal article
Yuen, K. V., Ortiz, G.A.. Multi-resolution Bayesian Nonparametric General Regression for Structural Model Updating[J]. Structural Control and Health Monitoring, 2017, 1-14.
Authors:  Yuen, K. V.;  Ortiz, G.A.
Favorite |  | Submit date：2022/07/27
Bayesian Inference  General Regression  Modal Data  Model Updating  Nonparametric Method  Structural Health Monitoring