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Streaming variational inference-empowered Bayesian nonparametric clustering for online structural damage detection with transmissibility function Journal article
Mei, Ling Feng, Yan, Wang Ji, Yuen, Ka Veng, Beer, Michael. Streaming variational inference-empowered Bayesian nonparametric clustering for online structural damage detection with transmissibility function[J]. Mechanical Systems and Signal Processing, 2024, 222.
Authors:  Mei, Ling Feng;  Yan, Wang Ji;  Yuen, Ka Veng;  Beer, Michael
Favorite | TC[WOS]:1 TC[Scopus]:1  IF:7.9/8.0 | Submit date：2024/08/30
Bayesian Nonparametric Model  Damage Detection  Streaming Variational Inference  Truncation-free Full Dirichlet Process Gaussian Mixture Model  
Bayesian Nonparametric Modeling of Structural Health Indicators under Severe Typhoons and Its Application to Modeling Modal Frequency Journal article
Sin-Chi Kuok, Ka-Veng Yuen. Bayesian Nonparametric Modeling of Structural Health Indicators under Severe Typhoons and Its Application to Modeling Modal Frequency[J]. Journal of Aerospace Engineering, 2019, 32(4), 04019036.
Authors:  Sin-Chi Kuok;  Ka-Veng Yuen
Favorite | TC[WOS]:15 TC[Scopus]:13  IF:1.5/1.8 | Submit date：2021/03/09
Bayesian Inference  Structural Health Monitoring  Model Selection  Nonparametric Modeling  Severe Typhoons  
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  
Multiresolution Bayesian nonparametric general regression for structural model updating Journal article
Ka‐Veng Yuen, Gilberto A. Ortiz. Multiresolution Bayesian nonparametric general regression for structural model updating[J]. STRUCTURAL CONTROL & HEALTH MONITORING, 2017, 25(2).
Authors:  Ka‐Veng Yuen;  Gilberto A. Ortiz
Favorite | TC[WOS]:19 TC[Scopus]:19  IF:4.6/5.5 | Submit date：2018/10/30
Bayesian Inference  General Regression  Modal Data  Model Updating  Nonparametric Method  Structural Health Monitoring  
Novel nonparametric modeling of seismic attenuation and directivity relationship Journal article
Ka-Veng Yuen, Gilberto A. Ortiz, Ke Huang. Novel nonparametric modeling of seismic attenuation and directivity relationship[J]. Computer Methods in Applied Mechanics and Engineering, 2016, 311, 537-555.
Authors:  Ka-Veng Yuen;  Gilberto A. Ortiz;  Ke Huang
Favorite | TC[WOS]:23 TC[Scopus]:25  IF:6.9/6.7 | Submit date：2019/02/12
Bayesian Inference  General Regression  Model Selection  Nonparametric Regression  Peak Ground Acceleration  Seismic Attenuation  
Advances in Online Structural Identification Book chapter
出自: Encyclopedia of Earthquake Engineering:Springer, 2015, 页码:20-33
Authors:  Yuen, K. V.
Favorite |  | Submit date：2022/07/27
Bayesian inference  extended Kalman filter  model class selection  model updating  nonparametric identification  online updating  outlier  structural health monitoring  system identification  
Nonparametric Estimation of Undrained Shear Strength for Normally Consolidated Clays Journal article
IOK-TONG NG, KA-VENG YUEN, LE DONG. Nonparametric Estimation of Undrained Shear Strength for Normally Consolidated Clays[J]. Marine Georesources and Geotechnology, 2015, 34(2), 127-137.
Authors:  IOK-TONG NG;  KA-VENG YUEN;  LE DONG
Favorite | TC[WOS]:8 TC[Scopus]:11 | Submit date：2019/02/12
Bayesian Inference  Empirical Correlation  Model Selection  Nonparametric  Normally Consolidated Clays  Undrained Shear Strength  
Dirichlet Process Hidden Markov Multiple Change-point Model Journal article
Ko, Stanley I. M., Chong, Terence T. L., Ghosh, Pulak. Dirichlet Process Hidden Markov Multiple Change-point Model[J]. Bayesian Analysis, 2015, 10(2), 275–296.
Authors:  Ko, Stanley I. M.;  Chong, Terence T. L.;  Ghosh, Pulak
Favorite | TC[WOS]:40 TC[Scopus]:41  IF:4.9/4.2 | Submit date：2019/11/11
Nonparametric Bayesian  Change-point  Dirichlet Process  Hidden Markov Model  Markov Chain Monte Carlo  
Probabilistic real-time updating for geotechnical properties evaluation Journal article
Ng, Iok-Tong, Yuen, Ka-Veng, Dong, Le. Probabilistic real-time updating for geotechnical properties evaluation[J]. Structural Engineering and Mechanics, 2015, 54(2), 363-378.
Authors:  Ng, Iok-Tong;  Yuen, Ka-Veng;  Dong, Le
Favorite | TC[WOS]:6 TC[Scopus]:6 | Submit date：2019/02/12
Bayesian Inference  Empirical Correlation  Model Selection  Nonparametric  Normally Consolidated Clays  Undrained Shear Strength