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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:  Mu, He-Qing;  Yuen, Ka-Veng
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Bayesian inference  Environmental conditions  Sparse feature selection  Modal analysis  Structural health monitoring  
Real-time substructural identification by boundary force modeling Journal article
STRUCTURAL CONTROL & HEALTH MONITORING, 2018,Volume: 25,Issue: 5
Authors:  Yuen, Ka-Veng;  Huang, Ke
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Bayesian inference  extended Kalman filter  filtered white noise  noise covariance matrices  structural health monitoring  substructural identification  
Multiresolution Bayesian nonparametric general regression for structural model updating Journal article
STRUCTURAL CONTROL & HEALTH MONITORING, 2018,Volume: 25,Issue: 2
Authors:  Yuen, Ka-Veng;  Ortiz, Gilberto A.
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Bayesian inference  general regression  modal data  model updating  nonparametric method  structural health monitoring  
Estimation of undrained shear strength in moderately OC clays based on field vane test data Journal article
ACTA GEOTECHNICA, 2017,Volume: 12,Issue: 1,Page: 145-156
Authors:  Ng, Iok-Tong;  Yuen, Ka-Veng;  Dong, Le
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Bayesian inference  Empirical correlation  Field vane test  Model class selection  Overconsolidated clay  Undrained shear strength  
Outlier detection and robust regression for correlated data Journal article
COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING, 2017,Volume: 313,Page: 632-646
Authors:  Yuen, Ka-Veng;  Ortiz, Gilberto A.
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Bayesian inference  Correlated noise  Maximum likelihood  Model updating  Outlier detection  
Novel nonparametric modeling of seismic attenuation and directivity relationship Journal article
Computer Methods in Applied Mechanics and Engineering, 2016,Volume: 311,Page: 537-555
Authors:  Yuen K.-V.;  Ortiz G.A.;  Huang K.
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Bayesian inference  General regression  Model selection  Nonparametric regression  Peak ground acceleration  Seismic attenuation  
Nonparametric Estimation of Undrained Shear Strength for Normally Consolidated Clays Journal article
Marine Georesources and Geotechnology, 2016,Volume: 34,Issue: 2,Page: 127-137
Authors:  Ng I.-T.;  Yuen K.-V.;  Dong L.
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Bayesian inference  empirical correlation  model selection  nonparametric  normally consolidated clays  undrained shear strength  
Bayesian nonparametric general regression Journal article
International Journal for Uncertainty Quantification, 2016,Volume: 6,Issue: 3,Page: 195-213
Authors:  Yuen K.-V.;  Ortiz G.A.
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Bayesian inference  General regression  Input-output relationship  Model selection  Non-parametric modeling  
Online updating and uncertainty quantification using nonstationary output-only measurement Journal article
Mechanical Systems and Signal Processing, 2016,Volume: 66-67,Page: 62-77
Authors:  Yuen K.-V.;  Kuok S.-C.
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Bayesian Inference  Extended Kalman Filter  Noise Covariance Matrices  Nonstationary Response  Structural Health Monitoring  System Identification  
Novel outlier-resistant extended Kalman filter for robust online structural identification Journal article
Journal of Engineering Mechanics, 2015,Volume: 141,Issue: 1
Authors:  Mu H.-Q.;  Yuen K.-V.
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Bayesian inference  Model updating  Online algorithm  Outlier detection  Robust Kalman filter  Structural health monitoring  System identification