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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  
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  
Wind characteristics of severe typhoon and wind-induced structural behavior of reinforced concrete building in bayesian perspective Book
New York:Nova Science Publishers, 2015
Authors:  Kuok S.-C.;  Yuen K.-V.
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Bayesian Inference  Structural Health Monitoring  Typhoon  Wind Characteristics  Wind-induced Structural Behavior  
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  
Efficient Bayesian sensor placement algorithm for structural identification: A general approach for multi-type sensory systems Journal article
Earthquake Engineering and Structural Dynamics, 2015,Volume: 44,Issue: 5,Page: 757
Authors:  Yuen K.-V.;  Kuok S.-C.
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Bayesian Inference  Information Entropy  Model Updating  Multi-type Sensor System  Sensor Placement  System Identification  
Study of the attenuation relationship for the Wenchuan Ms 8.0 earthquake Journal article
Earthquake Engineering and Engineering Vibration, 2015,Volume: 14,Issue: 1
Authors:  Kuok S.-C.;  Ng I.-T.;  Yuen K.-V.
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Bayesian Inference  Boore-joyner-fumal Attenuation Relationship  Directivity  Peak Ground Acceleration  Seismic Attenuation Model