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Faculty of Science and Tech...
7
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26
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PAN Jianxin
9
LEE Wonjung
6
NG Adolf K. Y.
4
FANG Kaitai
4
TANG Chun Ming Llewellyn
3
LIANG Jiajuan
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30
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2025
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2020
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英语English
36
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SCIE
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Bayesian inference
6
Growth curve model
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AHP
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Bayesian
3
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Biometrical Journal
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Choosing the number of factors in factor analysis with incomplete data via a novel hierarchical Bayesian information criterion
Journal article
Advances in Data Analysis and Classification,2025, volume: 19, issue: 1, pages: 209-235
Authors:
Zhao, Jianhua
;
Shang, Changchun
;
Li, Shulan
;
Xin, Ling
;
Yu, Philip L.H.
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View/Download:39/0
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Submit date:2025/05/06
BIC
Factor analysis
Incomplete data
Maximum likelihood
Model selection
Variational Bayesian
New graphical models for sequential data and the improved state estimations by data-conditioned driving noises
Journal article
Eurasip Journal on Advances in Signal Processing,2024, volume: 2024, issue: 1
Authors:
Lee, Wonjung
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View/Download:3/0
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Submit date:2024/12/16
Bayesian inference
Cubature measure
Expectation propagation (EP)
Gaussian approximation filter and smoother
Probabilistic graphical model
The 1978 English boarding school influenza outbreak: where the classic SEIR model fails
Journal article
Journal of the Royal Society Interface,2024, volume: 21, issue: 220
Authors:
Avilov, Konstantin K.
;
Li, Qiong
;
Lin, Lixin
;
Demirhan, Haydar
;
Stone, Lewi
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View/Download:6/0
  |  
Submit date:2024/12/16
Bayesian epidemic model
children's pandemic
delay differential equations
influenza progression model
modelling
residence time
Grouped Spherical Data Modeling Through Hierarchical Nonparametric Bayesian Models and Its Application to fMRI Data Analysis
Journal article
IEEE Transactions on Neural Networks and Learning Systems,2024, volume: 35, issue: 4, pages: 5566-5576
Authors:
Fan, Wentao
;
Yang, Lin
;
Bouguila, Nizar
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  |  
View/Download:7/0
  |  
Submit date:2024/05/07
Functional magnetic resonance imaging (fMRI) data analysis
hierarchical nonparametric Bayesian model
hierarchical Pitman-Yor (HPY) process
spherical data
variational Bayes (VB)
von Mises-Fisher (VMF)
An Innovative Construction Site Safety Assessment Solution Based on the Integration of Bayesian Network and Analytic Hierarchy Process
Journal article
Buildings,2023, volume: 13, issue: 12
Authors:
Xiao,Lizhao
;
Tang,Llewellyn C.M.
;
Wen,Ya
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  |  
View/Download:2/0
  |  
Submit date:2024/11/01
AHP
Bayesian Network
construction safety assessment
quantitative risk analysis
risk assessment
A Bayesian multistage spatio-temporally dependent model for spatial clustering and variable selection
Journal article
Statistics in Medicine,2023, volume: 42, issue: 26, pages: 4794-4823
Authors:
Ma, Shaopei
;
Yu, Keming
;
Tang, Man lai
;
Pan, Jianxin
;
Härdle, Wolfgang Karl
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  |  
View/Download:10/0
  |  
Submit date:2023/11/21
Bayesian hierarchical model
spatial clustering
spatial confounding problem
spatio-temporal modeling
variable selection
A Bayesian-loss function-based method in assessing loss caused by ship-source oil spills in the arctic area
Journal article
Risk Analysis,2023, volume: 43, issue: 8, pages: 1557-1571
Authors:
Afenyo, Mawuli
;
Jiang, Changmin
;
Ng, Adolf K.Y.
;
Lee, Paul Tae Woo
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View/Download:2/0
  |  
Submit date:2023/09/21
Arctic
Bayesian-loss function
Canada
oil spills
shipping
Longitudinal Data Analysis Based on Bayesian Semiparametric Method
Journal article
Axioms,2023, volume: 12, issue: 5
Authors:
Jiao, Guimei
;
Liang, Jiajuan
;
Wang, Fanjuan
;
Chen, Xiaoli
;
Chen, Shaokang
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View/Download:5/0
  |  
Submit date:2023/07/03
Bayesian semiparametric method
covariance structure
Dirichlet process
linear mixed model
longitudinal data
MCMC algorithm
An innovation construction site safety assessment solution based on the integration of Bayesian network and Analytical Hierarchy Process
Meeting Abstract&Summary
2022
Authors:
Xiao, Lizhao
;
Tang, Llewellyn C. M.
;
Wen, Ya
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View/Download:9/0
  |  
Submit date:2024/11/05
Bayesian Network
AHP
Construction safety and Risk assessment
Classical and Bayesian estimations of improved Weibull–Weibull distribution for complete and censored failure times data
Journal article
Applied Stochastic Models in Business and Industry,2022
Authors:
Wang, Hong
;
Abba, Badamasi
;
Pan, Jianxin
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View/Download:12/0
  |  
Submit date:2022/10/21
bathtub-shaped failure rate
Bayesian inference
lifetime data analysis
maximum likelihood method
Weibull–Weibull distribution