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Estimation of time-varying noise parameters for unscented Kalman filter Journal article
Mechanical Systems and Signal Processing, 2022,Volume: 180
Authors:  Yuen, Ka Veng;  Liu, Yu Song;  Yan, Wang Ji
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2022/08/02
Bayesian Inference  Noise Covariance Matrices  Structural Health Monitoring  System Identification  Unscented Kalman Filter  
Guided waves-based damage identification in plates through an inverse Bayesian process Journal article
Ultrasonics, 2022,Volume: 125
Authors:  Wu, W.;  Malik, M. K.;  Cantero-Chinchilla, S.;  Lawrie, T.;  Yan, W. J.;  Tanner, G.;  Remenyte-Prescott, R.;  Chronopoulos, D.
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2022/08/02
Bayesian Inference  Damage Identification  Digital Twins  Guided Waves  Structural Health Monitoring  
Sensor fault detection, localization, and reconstruction for online structural identification Journal article
Structural Control and Health Monitoring, 2022,Volume: 29,Issue: 4
Authors:  Huang, Ke;  Yuen, Ka Veng;  Wang, Lei;  Jiang, Tianyong;  Dai, Lizhao
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2022/05/04
Bayesian Inference  Faulty Sensor  Kalman Filter  Online Estimation  Sensor Validation  Structural Health Monitoring  
Graph-regularized Bayesian broad learning system 基于图正则化的贝叶斯宽度学习系统 Journal article
Chinese Journal of Intelligent Science and Technology, 2022,Volume: 4,Issue: 1,Page: 109-117
Authors:  Duan, Junwei;  Xu, Lincan;  Quan, Yujuan;  Chen, Long;  Chen, C. L.Philip
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2022/08/05
Bayesian inference  board learning system  graph regularization  pattern recognition  
A novel generative approach for modal frequency probabilistic prediction under varying environmental condition using incomplete information Journal article
Engineering Structures, 2022,Volume: 252
Authors:  Mu, He Qing;  Shen, Ji Hui;  Zhao, Zi Tong;  Liu, Han Teng;  Yuen, Ka Veng
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2022/03/04
Bayesian Inference  Copula  Model Class Selection  Multivariate Probability Density Function  Structural Health Monitoring  
DhCM: Dynamic and Hierarchical Event Categorization and Discovery for Social Media Stream Journal article
ACM Transactions on Intelligent Systems and Technology, 2021,Volume: 12,Issue: 5
Authors:  Guo, Jinjin;  Gong, Zhiguo;  Cao, Longbing
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2022/05/13
Bayesian nonparametrics  document stream  event categorization  event discovery  Hierarchical categorization  kernel estimation  online inference  
Real-time system identification using hierarchical interhealing model classes Journal article
Structural Control and Health Monitoring, 2020,Volume: 27,Issue: 12
Authors:  Ka-Veng Yuen;  Le Dong
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/03/09
Bayesian Inference  Extended Kalman Filter  Hierarchical Algorithm  Interhealing  Real-time  Structural Health Monitoring  
Self-calibrating Bayesian real-time system identification Journal article
Computer-aided Civil and Infrastructure Engineering, 2019,Page: 806-821
Authors:  Yuen, K. V.;  Kuok, S. C.;  Dong, L.
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2022/07/27
Bayesian inference  self-calibrating  real-time  system identification  structural health monitoring  
Modal Frequency-environmental Condition Relation Development Using Long-term Structural Health Monitoring Measurement: Uncertainty Quantification, Sparse Feature Selection and Multivariate Prediction Measurement Journal article
Measurement, 2018,Page: 384-397
Authors:  Mu, H. Q.;  Yuen, K. V.
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2022/07/27
Bayesian inference  Environmental conditions  sparse feature selection  modal analysis  structural health monitoring  
Modal frequency-environmental condition relation development using long-term structural health monitoring measurement: Uncertainty quantification, sparse feature selection and multivariate prediction Journal article
MEASUREMENT, 2018,Volume: 130,Page: 384-397
Authors:  He-Qing Mu;  Ka-Veng Yuen
Favorite |  | TC[WOS]:23 TC[Scopus]:25 | Submit date:2018/10/30
Bayesian Inference  Environmental Conditions  Sparse Feature Selection  Modal Analysis  Structural Health Monitoring