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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  
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