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Structural anomaly detection based on probabilistic distance measures of transmissibility function and statistical threshold selection scheme Journal article
Mechanical Systems and Signal Processing, 2022,Volume: 162
Authors:  Yan, Wang Ji;  Chronopoulos, Dimitrios;  Yuen, Ka Veng;  Zhu, Yi Chen
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Bayesian analysis  Damage detection  Probabilistic distance measure  Structural health monitoring  Transmissibility function  Uncertainty quantification  
Propagative broad learning for nonparametric modeling of ambient effects on structural health indicators Journal article
Structural Health Monitoring, 2021,Volume: 20,Issue: 4,Page: 1409-1427
Authors:  Sin-Chi Kuok;  Ka-Veng Yuen;  Stephen Roberts;  Mark A. Girolami
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Structural Health Monitoring  Propagative Broad Learning  Nonparametric Modeling  Modal Frequencies  Ambient Conditions  
Two-stage automated operational modal analysis based on power spectrum density transmissibility and support-vector machines Journal article
International Journal of Structural Stability and Dynamics, 2021,Volume: 21,Issue: 5
Authors:  Chen, Zhi Wei;  Liu, Kui Ming;  Yan, Wang Ji;  Zhang, Jian Lin;  Ren, Wei Xin
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Machine learning  Modal identification  Power spectrum density  Structural health monitoring  Transmissibility  
Non-probabilistic uncertainty quantification for dynamic characterization functions using complex ratio interval arithmetic operation of multidimensional parallelepiped model Journal article
Mechanical Systems and Signal Processing, 2021,Volume: 156
Authors:  Meng-Yun Zhao;  Wang-Ji Yan;  Ka-Veng Yuen;  Michael Beer
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Frequency Response Function  Transmissibility  Interval Analysis  Complex Interval Division  Parallelepiped Model  Structural Health Monitoring  
Vectorization and distributed parallelization of Bayesian model updating based on a multivariate complex-valued probabilistic model of frequency response functions Journal article
Mechanical Systems and Signal Processing, 2021,Volume: 156
Authors:  Wang-Ji Yan;  Shi-Ze Cao;  Wei-Xin Ren;  Ka-Veng Yuen;  Dan Li;  Lambros Katafygiotis
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Bayesian Theory  Frequency Response Function  Model Updating  Structural Health Monitoring  Vectorization Computation  Distributed Parallel Computing  
Ensemble learning-based structural health monitoring by Mahalanobis distance metrics Journal article
Structural Control and Health Monitoring, 2020,Volume: 28,Issue: 2
Authors:  Hassan Sarmadi;  Alireza Entezami;  Behzad Saeedi Razavi;  Ka-Veng Yuen
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Damage Detection  Ensemble Learning  Environmental Variability  Mahalanobis Distance  Structural Health Monitoring  Unsupervised Learning  
Real-time system identification using hierarchical interhealing model classes Journal article
Structural Control and Health Monitoring, 2020,Volume: 27,Issue: 12
Authors:  Ka-Veng Yuen;  Le Dong
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Bayesian Inference  Extended Kalman Filter  Hierarchical Algorithm  Interhealing  Real-time  Structural Health Monitoring  
Hierarchical outlier detection approach for online distributed structural identification Journal article
Structural Control and Health Monitoring, 2020,Volume: 27,Issue: 11
Authors:  Ke Huang;  Ka-Veng Yuen
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Bayesian  Hierarchical Detection  Online Distributed Identification  Outlier Detection  Structural Health Monitoring  Wireless Sensor Network  
Multi-resolution broad learning for model updating using incomplete modal data Journal article
Structural Control and Health Monitoring, 2020,Volume: 27,Issue: 8
Authors:  Sin-Chi Kuok;  Ka-Veng Yuen
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Machine Learning  Modal Measurement  Model Updating  Multi-resolution Broad Learning  Structural Health Monitoring  
A new probabilistic frequency-domain approach for influence line extraction from static transmissibility measurements under unknown moving loads Journal article
Engineering Structures, 2020,Volume: 216
Authors:  Wang-Ji Yan;  Ka-Veng Yuen
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Influence Line  Bayesian Analysis  Moving Loads  Transmissibility  Structural Health Monitoring  Bridge