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Research outside affiliated...
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LIANG Jiajuan
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Journal article
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2024
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2016
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2009
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Dimension reduction
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Dirichlet process
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Hidden Markov model
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Frontiers of Mathematics in...
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IEEE Transactions on Neural...
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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:6/0
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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)
Unsupervised modeling and feature selection of sequential spherical data through nonparametric hidden Markov models
Journal article
International Journal of Machine Learning and Cybernetics,2022, volume: 13, issue: 10, pages: 3019-3029
Authors:
Fan, Wentao
;
Hou, Wenjuan
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View/Download:4/0
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Submit date:2022/11/14
Dirichlet process
Feature selection
Hidden Markov model
Spherical data
Variational Bayes
Von Mises mixture
Generalized T 3-plot for testing high-dimensional normality
Journal article
Frontiers of Mathematics in China,2016, volume: 11, issue: 6, pages: 1363-1378
Authors:
Ai, Mingyao
;
Liang, Jiajuan
;
Tang, Man Lai
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View/Download:5/0
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Submit date:2021/06/04
Dimension reduction
graphical method
high-dimensional data
multivariate normality
spherical distribution
A multivariate normal plot to detect nonnormality
Journal article
Journal of Computational and Graphical Statistics,2009, volume: 18, issue: 1, pages: 52-72
Authors:
Liang, Jiajuan
;
Ng, Kaiwang
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View/Download:4/0
  |  
Submit date:2021/06/04
High-dimensional data
Multivariate normality
Principal component
Spherical distribution