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Generative broad Bayesian (GBB) imputer for missing data imputation with uncertainty quantification Journal article
Kuok, Sin Chi, Yuen, Ka Veng, Dodwell, Tim, Girolami, Mark. Generative broad Bayesian (GBB) imputer for missing data imputation with uncertainty quantification[J]. Knowledge-Based Systems, 2024, 301, 112272.
Authors:  Kuok, Sin Chi;  Yuen, Ka Veng;  Dodwell, Tim;  Girolami, Mark
Favorite | TC[WOS]:0 TC[Scopus]:1  IF:7.2/7.4 | Submit date：2024/08/05
Bayesian Inference  Broad Bayesian Learning  Imputation  Missing Data  Uncertainty Quantification  
Broad learning robust semi-active structural control: A nonparametric approach Journal article
Kuok, Sin Chi, Yuen, Ka Veng, Girolami, Mark, Roberts, Stephen. Broad learning robust semi-active structural control: A nonparametric approach[J]. MECHANICAL SYSTEMS AND SIGNAL PROCESSING, 2022, 162, 108012.
Authors:  Kuok, Sin Chi;  Yuen, Ka Veng;  Girolami, Mark;  Roberts, Stephen
Favorite | TC[WOS]:7 TC[Scopus]:7  IF:7.9/8.0 | Submit date：2022/02/21
Broad Learning Robust Controller  Model Uncertainty  Reliability-based Control  Robust Failure Probability  Semi-active Control  
Propagative broad learning for nonparametric modeling of ambient effects on structural health indicators Journal article
Sin-Chi Kuok, Ka-Veng Yuen, Stephen Roberts, Mark A. Girolami. Propagative broad learning for nonparametric modeling of ambient effects on structural health indicators[J]. Structural Health Monitoring, 2021, 20(4), 1409-1427.
Authors:  Sin-Chi Kuok;  Ka-Veng Yuen;  Stephen Roberts;  Mark A. Girolami
Favorite | TC[WOS]:10 TC[Scopus]:9  IF:5.7/6.8 | Submit date：2021/03/09
Structural Health Monitoring  Propagative Broad Learning  Nonparametric Modeling  Modal Frequencies  Ambient Conditions