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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  
Intelligent Prediction of Multi-Factor-Oriented Ground Settlement During TBM Tunneling in Soft Soil Journal article
Ding, Zhi, Zhao, Lin Shuang, Zhou, Wan Huan, Bezuijen, Adam. Intelligent Prediction of Multi-Factor-Oriented Ground Settlement During TBM Tunneling in Soft Soil[J]. Frontiers in Built Environment, 2022, 8.
Authors:  Ding, Zhi;  Zhao, Lin Shuang;  Zhou, Wan Huan;  Bezuijen, Adam
Favorite | TC[WOS]:3 TC[Scopus]:6  IF:2.2/2.5 | Submit date：2022/05/04
Feature Selection  Non-parametric  Operational Factor  Pitching Angle  Tunneling-induced Settlement  
Sparse online kernelized actor-critic Learning in reproducing kernel Hilbert space Journal article
Yang, Yongliang, Zhu, Hufei, Zhang, Qichao, Zhao, Bo, Li, Zhenning, Wunsch, Donald C.. Sparse online kernelized actor-critic Learning in reproducing kernel Hilbert space[J]. Artificial Intelligence Review, 2021, 55, 23-58.
Authors:  Yang, Yongliang;  Zhu, Hufei;  Zhang, Qichao;  Zhao, Bo;  Li, Zhenning; et al.
Favorite | TC[WOS]:23 TC[Scopus]:22  IF:10.7/11.7 | Submit date：2022/02/21
Actor-critic Learning  Non-parametric Learning  Online Sparsification  Reproducing Kernel Hilbert Space  Value Function Approximation  
Quality assessment of contrast-altered images Conference paper
Liu M., Gu K., Zhai G., Zhou J., Lin W.. Quality assessment of contrast-altered images[C], 2016, 2214-2217.
Authors:  Liu M.;  Gu K.;  Zhai G.;  Zhou J.;  Lin W.
Adobe PDF | Favorite | TC[WOS]:1 TC[Scopus]:1 | Submit date：2018/12/22
Bottom-up  Contrast Alteration  Hybrid Parametric And non-Parametric Model (Hpnp)  Image Quality Assessment (Iqa)  Reduced-reference (Rr)  Top-down  
Bayesian nonparametric general regression Journal article
Ka Veng Yuen, Gilberto A. Ortiz. Bayesian nonparametric general regression[J]. International Journal for Uncertainty Quantification, 2016, 6(3), 195-213.
Authors:  Ka Veng Yuen;  Gilberto A. Ortiz
Favorite | TC[WOS]:16 TC[Scopus]:18 | Submit date：2019/02/12
Bayesian Inference  General Regression  Input-output Relationship  Model Selection  Non-parametric Modeling