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EFFICIENT AND EFFECTIVE CALIBRATION OF NUMERICAL MODEL OUTPUTS USING HIERARCHICAL DYNAMIC MODELS 期刊论文
Annals of Applied Statistics,2024, 卷号: 18, 期号: 2, 页码: 1064-1089
作者:  Chen, Yewen;  Chang, Xiaohui;  Zhang, Bohai;  Huang, Hui
收藏  |  浏览/下载：19/0  |  提交时间：2024/09/04
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
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
Unsupervised modeling and feature selection of sequential spherical data through nonparametric hidden Markov models 期刊论文
International Journal of Machine Learning and Cybernetics,2022, 卷号: 13, 期号: 10, 页码: 3019-3029
作者:  Fan, Wentao;  Hou, Wenjuan
收藏  |  浏览/下载：12/0  |  提交时间：2022/11/14
Simultaneous positive sequential vectors modeling and unsupervised feature selection via continuous hidden Markov models 期刊论文
Pattern Recognition,2021, 卷号: 119
作者:  Fan, Wentao;  Wang, Ru;  Bouguila, Nizar
收藏  |  浏览/下载：7/0  |  提交时间：2025/07/15
ECG Data Modeling and Analyzing via Deep Representation Learning and Nonparametric Hidden Markov 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:  Zhu, Jiaojiao;  Fan, Wentao
收藏  |  浏览/下载：6/0  |  提交时间：2025/07/15
Sequentially spherical data modeling with hidden Markov models and its application to fMRI data analysis 期刊论文
Knowledge-Based Systems,2020, 卷号: 206
作者:  Fan, Wentao;  Yang, Lin;  Bouguila, Nizar;  Chen, Yewang
收藏  |  浏览/下载：4/0  |  提交时间：2025/07/15
Modeling and Clustering Positive Vectors via Nonparametric Mixture Models of Liouville Distributions 期刊论文
IEEE Transactions on Neural Networks and Learning Systems,2020, 卷号: 31, 期号: 9, 页码: 3193-3203
作者:  Fan, Wentao;  Bouguila, Nizar
收藏  |  浏览/下载：9/0  |  提交时间：2025/07/15
Axial Data Modeling with Collapsed Nonparametric Watson Mixture Models and Its Application to Depth Image Analysis 会议论文
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Nanjing Univ Sci & Tech, Nanjing, PEOPLES R CHINA, OCT 16-18, 2020
作者:  Yang, Lin;  Liu, Yuhang;  Fan, Wentao
收藏  |  浏览/下载：11/0  |  提交时间：2025/07/15
Simultaneous clustering and feature selection via nonparametric Pitman–Yor process mixture models 期刊论文
International Journal of Machine Learning and Cybernetics,2019, 卷号: 10, 期号: 10, 页码: 2753-2766
作者:  Fan, Wentao;  Bouguila, Nizar
收藏  |  浏览/下载：10/0  |  提交时间：2025/07/15