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Choosing the number of factors in factor analysis with incomplete data via a novel hierarchical Bayesian information criterion
期刊论文
Advances in Data Analysis and Classification,2025, 卷号: 19, 期号: 1, 页码: 209-235
作者:
Zhao, Jianhua
;
Shang, Changchun
;
Li, Shulan
;
Xin, Ling
;
Yu, Philip L.H.
收藏
  |  
浏览/下载:59/0
  |  
提交时间: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
期刊论文
Eurasip Journal on Advances in Signal Processing,2024, 卷号: 2024, 期号: 1
作者:
Lee, Wonjung
收藏
  |  
浏览/下载:8/0
  |  
提交时间: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
期刊论文
Journal of the Royal Society Interface,2024, 卷号: 21, 期号: 220
作者:
Avilov, Konstantin K.
;
Li, Qiong
;
Lin, Lixin
;
Demirhan, Haydar
;
Stone, Lewi
收藏
  |  
浏览/下载:15/0
  |  
提交时间: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
期刊论文
IEEE Transactions on Neural Networks and Learning Systems,2024, 卷号: 35, 期号: 4, 页码: 5566-5576
作者:
Fan, Wentao
;
Yang, Lin
;
Bouguila, Nizar
收藏
  |  
浏览/下载:19/0
  |  
提交时间: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
期刊论文
Buildings,2023, 卷号: 13, 期号: 12
作者:
Xiao,Lizhao
;
Tang,Llewellyn C.M.
;
Wen,Ya
收藏
  |  
浏览/下载:15/0
  |  
提交时间: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
期刊论文
Statistics in Medicine,2023, 卷号: 42, 期号: 26, 页码: 4794-4823
作者:
Ma, Shaopei
;
Yu, Keming
;
Tang, Man lai
;
Pan, Jianxin
;
Härdle, Wolfgang Karl
收藏
  |  
浏览/下载:18/0
  |  
提交时间: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
期刊论文
Risk Analysis,2023, 卷号: 43, 期号: 8, 页码: 1557-1571
作者:
Afenyo, Mawuli
;
Jiang, Changmin
;
Ng, Adolf K.Y.
;
Lee, Paul Tae Woo
收藏
  |  
浏览/下载:12/0
  |  
提交时间:2023/09/21
Arctic
Bayesian-loss function
Canada
oil spills
shipping
Longitudinal Data Analysis Based on Bayesian Semiparametric Method
期刊论文
Axioms,2023, 卷号: 12, 期号: 5
作者:
Jiao, Guimei
;
Liang, Jiajuan
;
Wang, Fanjuan
;
Chen, Xiaoli
;
Chen, Shaokang
收藏
  |  
浏览/下载:14/0
  |  
提交时间:2023/07/03
Bayesian semiparametric method
covariance structure
Dirichlet process
linear mixed model
longitudinal data
MCMC algorithm
Unsupervised Grouped Axial Data Modeling via Hierarchical Bayesian Nonparametric Models with Watson Distributions
期刊论文
IEEE Transactions on Pattern Analysis and Machine Intelligence,2022, 卷号: 44, 期号: 12, 页码: 9654-9668
作者:
Fan, Wentao
;
Yang, Lin
;
Bouguila, Nizar
收藏
  |  
浏览/下载:9/0
  |  
提交时间:2025/07/15
Axial data
depth image
gene clustering
hierarchical Dirichlet process
hierarchical nonparametric Bayesian model
hierarchical Pitman-Yor process
variational Bayes
Watson distribution
An innovation construction site safety assessment solution based on the integration of Bayesian network and Analytical Hierarchy Process
会议摘要&总结
2022
作者:
Xiao, Lizhao
;
Tang, Llewellyn C. M.
;
Wen, Ya
收藏
  |  
浏览/下载:18/0
  |  
提交时间:2024/11/05
Bayesian Network
AHP
Construction safety and Risk assessment