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Streaming variational inference-empowered Bayesian nonparametric clustering for online structural damage detection with transmissibility function Journal article
Mei, Ling Feng, Yan, Wang Ji, Yuen, Ka Veng, Beer, Michael. Streaming variational inference-empowered Bayesian nonparametric clustering for online structural damage detection with transmissibility function[J]. Mechanical Systems and Signal Processing, 2024, 222.
Authors:  Mei, Ling Feng;  Yan, Wang Ji;  Yuen, Ka Veng;  Beer, Michael
Favorite | TC[WOS]:1 TC[Scopus]:1  IF:7.9/8.0 | Submit date：2024/08/30
Bayesian Nonparametric Model  Damage Detection  Streaming Variational Inference  Truncation-free Full Dirichlet Process Gaussian Mixture Model  
Evolutionary Probabilistic Analysis of Non-Smoothly Damped Stochastic Oscillator under Modulated Random and Harmonic Excitations Journal article
Er, Guo Kang, Luo, Jie, Iu, Vai Pan. Evolutionary Probabilistic Analysis of Non-Smoothly Damped Stochastic Oscillator under Modulated Random and Harmonic Excitations[J]. International Journal of Applied Mechanics, 2024, 16(05).
Authors:  Er, Guo Kang;  Luo, Jie;  Iu, Vai Pan
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:2.9/2.8 | Submit date：2024/06/05
Evolutionary  Gaussian White Noise  Harmonic  Mean Upcrossing Rate  Modulated  Non-smooth  
Transient probability density of nonlinear oscillator under parametric harmonic and external modulated stochastic excitations Journal article
Luo, Jie, Er, Guo Kang, Iu, Vai Pan. Transient probability density of nonlinear oscillator under parametric harmonic and external modulated stochastic excitations[J]. Communications in Nonlinear Science and Numerical Simulation, 2024, 130, 107754.
Authors:  Luo, Jie;  Er, Guo Kang;  Iu, Vai Pan
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:3.4/3.3 | Submit date：2024/04/02
Gaussian White Noise  Modulated  Parametric Harmonic  Transient  
A hierarchical Bayesian modeling framework for identification of Non-Gaussian processes Journal article
Ping, Menghao, Jia, Xinyu, Papadimitriou, Costas, Han, Xu, Jiang, Chao, Yan, Wang Ji. A hierarchical Bayesian modeling framework for identification of Non-Gaussian processes[J]. Mechanical Systems and Signal Processing, 2024, 208, 110968.
Authors:  Ping, Menghao;  Jia, Xinyu;  Papadimitriou, Costas;  Han, Xu;  Jiang, Chao; et al.
Favorite | TC[WOS]:1 TC[Scopus]:1  IF:7.9/8.0 | Submit date：2024/02/22
Hierarchical Bayesian Modeling Framework  Improved Orthogonal Series Expansion  Model Class Selection  Non-gaussian Pdf Estimation  Non-gaussian Process  Polynomial Chaos Expansion  
Non-stationary probabilistic analysis of non-linear ship roll motion due to modulated periodic and random excitations Journal article
Luo, Jie, Er, Guo Kang, Iu, Vai Pan, Ren, Ze Xin. Non-stationary probabilistic analysis of non-linear ship roll motion due to modulated periodic and random excitations[J]. Probabilistic Engineering Mechanics, 2024, 75, 103574.
Authors:  Luo, Jie;  Er, Guo Kang;  Iu, Vai Pan;  Ren, Ze Xin
Favorite | TC[WOS]:3 TC[Scopus]:3  IF:3.0/3.0 | Submit date：2024/02/22
Gaussian White Noise  Modulated  Non-stationary  Periodic  Ship Roll Motion  
Neurovascular Coupling Analysis Based on Multivariate Variational Gaussian Process Convergent Cross-Mapping Journal article
Zhu, Renfei, She, Qingshan, Li, Rihui, Tan, Tongcai, Zhang, Yingchun. Neurovascular Coupling Analysis Based on Multivariate Variational Gaussian Process Convergent Cross-Mapping[J]. IEEE Transactions on Neural Systems and Rehabilitation Engineering, 2024, 32, 1873-1883.
Authors:  Zhu, Renfei;  She, Qingshan;  Li, Rihui;  Tan, Tongcai;  Zhang, Yingchun
Favorite | TC[WOS]:1 TC[Scopus]:1  IF:4.8/5.4 | Submit date：2024/06/05
Convergent Cross-mapping  Electroencephalography (Eeg)  Functional Near-infrared Spectroscopy (Fnirs)  Multi-output Gaussian Process  Neurovascular Coupling (Nvc)  Working Memory  
Fractional gaussian noise: Spectral density and estimation methods Journal article
Shi, Shuping, Yu, Jun, Zhang, Chen. Fractional gaussian noise: Spectral density and estimation methods[J]. Journal of Time Series Analysis, 2024.
Authors:  Shi, Shuping;  Yu, Jun;  Zhang, Chen
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:1.2/1.4 | Submit date：2024/06/03
Change-of-frequency  Fractional Brownian Motion  Fractional Gaussian Noise  Maximum Likelihood  Realised Volatility  Semi-parametric Method  Whittle Likelihood  
Robust Correlation Filter Learning With Continuously Weighted Dynamic Response for UAV Visual Tracking Journal article
Zhang, Yang, Yu, Yu-Feng, Chen, Long, Ding, Weiping. Robust Correlation Filter Learning With Continuously Weighted Dynamic Response for UAV Visual Tracking[J]. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2023, 61, 4705814.
Authors:  Zhang, Yang;  Yu, Yu-Feng;  Chen, Long;  Ding, Weiping
Favorite | TC[WOS]:7 TC[Scopus]:7  IF:7.5/7.6 | Submit date：2024/02/22
Correlation Filter  Gaussian Denoising  Visual Tracking  Weighted Dynamic Response  
Improper Gaussian Signaling for IRS Assisted Multiuser SWIPT Systems With Hardware Impairments Journal article
Fang,Junjie, Zhang,Chao, Wu,Qingqing, Li,Ang. Improper Gaussian Signaling for IRS Assisted Multiuser SWIPT Systems With Hardware Impairments[J]. IEEE Transactions on Vehicular Technology, 2023, 72(10), 13024 - 13038.
Authors:  Fang,Junjie;  Zhang,Chao;  Wu,Qingqing;  Li,Ang
Favorite | TC[WOS]:1 TC[Scopus]:3  IF:6.1/6.5 | Submit date：2023/08/03
Array Signal Processing  Hardware  Hardware Impairments  Improper Gaussian Signaling  Information Rates  Intelligent Reflecting Surface  Mimo Communication  Non-convex Optimization  Optimization  Swipt  Transceivers  Wireless Communication  
Transient probabilistic solution of stochastic oscillator under combined harmonic and modulated Gaussian white noise stimulations Journal article
Luo, Jie, Er, Guo-Kang, Iu, Vai Pan, Lam, Chi Chiu. Transient probabilistic solution of stochastic oscillator under combined harmonic and modulated Gaussian white noise stimulations[J]. Nonlinear Dynamics, 2023, 111(19), 17709 - 17723.
Authors:  Luo, Jie;  Er, Guo-Kang;  Iu, Vai Pan;  Lam, Chi Chiu
Favorite | TC[WOS]:3 TC[Scopus]:3  IF:5.2/4.8 | Submit date：2023/08/24
Transient  Stochastic  Harmonic  Modulated  Gaussian White Noise