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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
Hierarchical Dirichlet and Pitman-Yor process mixtures of shifted-scaled Dirichlet distributions for proportional data modeling 期刊论文
COMPUTATIONAL INTELLIGENCE,2022, 卷号: 38, 期号: 6, 页码: 2095-2115
作者:  Baghdadi, Ali;  Manouchehri, Narges;  Patterson, Zachary;  Fan, Wentao;  Bouguila, Nizar
收藏  |  浏览/下载:6/0  |  提交时间:2025/07/24
Hierarchical Dirichlet and Pitman–Yor process mixtures of shifted-scaled Dirichlet distributions for proportional data modeling 期刊论文
Computational Intelligence,2022, 卷号: 38, 期号: 6, 页码: 2095-2115
作者:  Baghdadi, Ali;  Manouchehri, Narges;  Patterson, Zachary;  Fan, Wentao;  Bouguila, Nizar
收藏  |  浏览/下载:9/0  |  提交时间:2025/07/15
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
Batch and Online Variational Learning of Hierarchical Pitman-Yor Mixtures of Multivariate Beta Distributions 会议论文
Proceedings - 20th IEEE International Conference on Machine Learning and Applications, ICMLA 2021, Virtual, Online, DEC 13-16, 2021
作者:  Manouchehri, Narges;  Bouguila, Nizar;  Fan, Wentao
收藏  |  浏览/下载:9/0  |  提交时间:2025/07/15
Online Learning of Hierarchical Pitman-Yor Process Mixture of Generalized Dirichlet Distributions with Feature Selection 期刊论文
IEEE Transactions on Neural Networks and Learning Systems,2017, 卷号: 28, 期号: 9, 页码: 2048-2061
作者:  Fan, Wentao;  Sallay, Hassen;  Bouguila, Nizar
收藏  |  浏览/下载:6/0  |  提交时间:2025/07/16