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	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)
	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：17/0 \| 提交时间：2023/11/21 Bayesian hierarchical model spatial clustering spatial confounding problem spatio-temporal modeling variable selection
	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
	Clustering-Based Online News Topic Detection and Tracking through Hierarchical Bayesian Nonparametric Models 会议论文 SIGIR 2021 - Proceedings of the 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, ELECTR NETWORK, JUL 11-15, 2021 作者: Fan, Wentao; Guo, Zhiyan; Bouguila, Nizar; Hou, Wenjuan 收藏 \| 浏览/下载：6/0 \| 提交时间：2025/07/15 clustering hierarchical Bayesian model topic detection and tracking
	Nonparametric hierarchical mixture models based on asymmetric Gaussian distribution 期刊论文 Digital Signal Processing: A Review Journal,2020, 卷号: 106 作者: Song, Ziyang; Ali, Samr; Bouguila, Nizar; Fan, Wentao 收藏 \| 浏览/下载：6/0 \| 提交时间：2025/07/15 Asymmetric Gaussian Bayesian nonparametrics Dynamic textures Hierarchical Bayesian approaches Infinite model Variational inference