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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  
Novel Sparse Bayesian Learning and Its Application to Ground Motion Pattern Recognition Journal article
JOURNAL OF COMPUTING IN CIVIL ENGINEERING, 2017,Volume: 31,Issue: 5
Authors:  Mu, He-Qing;  Yuen, Ka-Veng
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Bayesian learning  Strong ground motion  Maximum likelihood  Model class selection  Uncertainty quantification  
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  
Prediction of pile set-up in clays and sands Conference paper
IOP Conference Series: Materials Science and Engineering
Authors:  Yan W.M.;  Yuen K.V.
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The probabilistic solutions of the cantilever excited by lateral and axial random excitations being Gaussian white noises Conference paper
Proceedings of the IUTAM Symposium, Santorini, Greece, September 9–11, 2013
Authors:  G.K. Er;  V.P. Iu
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Probabilistic Solution  State-space-split Method  Epc Method  Cantilever  External And Parametric Excitations  
Structural health monitoring of Canton Tower using Bayesian framework Journal article
Smart Structures and Systems, 2012,Volume: 10,Issue: 4,Page: 375
Authors:  Kuok S.-C.;  Yuen K.-V.
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Ambient Vibration  Bayesian Analysis  High-rise Structures  Model Updating  Structural Health Monitoring  System Identification  
On the seismic attenuation with consideration of the prediction model complexity Book
2011
Authors:  Yuen K.-V.;  Mu H.-Q.
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Bayesian inference  Boore-Joyner-Fumal formula  Model class selection  Peak ground acceleration  Seismic attenuation