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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  
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  
Modal decomposition using multi-channel response measurements Journal article
Probabilistic Engineering Mechanics, 2014,Volume: 37,Page: 60-73
Authors:  Yuen K.-V.;  Katafygiotis L.S.
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Modal decomposition  Nonstationary time series  Principal component analysis  Signal processing  Structural health monitoring  
Impact detection and location for a plate structure using least squares support vector machines Journal article
Structural Health Monitoring, 2014,Volume: 13,Issue: 1,Page: 5-18
Authors:  Xu Q.
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Artificial Neural Networks  Impact Identification  Plate Structures  Structural Health Monitoring  Support Vector Machines  
Online estimation of noise parameters for Kalman filter Journal article
Structural Engineering and Mechanics, 2013,Volume: 47,Issue: 3,Page: 361
Authors:  Yuen K.-V.;  Liang P.-F.;  Kuok S.-C.
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Bayesian Probabilistic Approach  Kalman Filter  Measurement Noise  Online Algorithm  Process Noise  Structural Health Monitoring  
Updating large models for mechanical systems using incomplete modal measurement Journal article
Mechanical Systems and Signal Processing, 2012,Volume: 28,Page: 297
Authors:  Yuen K.-V.
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Eigenvalue Problem  Modal Data  Model Updating  Response Prediction  Structural Health Monitoring  System Identification