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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
Learning of Multivariate Beta Mixture Models via Entropy-based component splitting
会议论文
2019 IEEE Symposium Series on Computational Intelligence, SSCI 2019, Xiamen, PEOPLES R CHINA, DEC 06-09, 2019
作者:
Manouchehri, Narges
;
Rahmanpour, Maryam
;
Bouguila, Nizar
;
Fan, Wentao
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2025/07/15
age estimation
breast tissue texture classification
cell image categorization
clustering
computer vision
computer-aided detection (CADe)
cytological breast data analysis
entropy-based variational learning
mixture models
multivariate Beta distribution
unsupervised learning
Unsupervised Image Categorization Based on Variational Autoencoder and Student's-T Mixture Model
会议论文
2019 IEEE Symposium Series on Computational Intelligence, SSCI 2019, Xiamen, PEOPLES R CHINA, DEC 06-09, 2019
作者:
Zhang, Yu
;
Fan, Wentao
;
Bouguila, Nizar
收藏
  |  
浏览/下载:7/0
  |  
提交时间:2025/07/15
clustering
convolutional ceural network.
image categorization
Student's-T mixture model
variational autoencoder
A hierarchical infinite generalized dirichlet mixture model with feature selection
会议论文
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Bournemouth, ENGLAND, SEP 08-10, 2014
作者:
Fan, Wentao
;
Sallay, Hassen
;
Bouguila, Nizar
;
Bourouis, Sami
收藏
  |  
浏览/下载:7/0
  |  
提交时间:2025/07/23
Clustering
feature selection
generalized Dirichlet
image databases
mixture model
variational inference
Online data clustering using variational learning of a hierarchical dirichlet process mixture of dirichlet distributions
会议论文
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Bali, INDONESIA, APR 21-24, 2014
作者:
Fan, Wentao
;
Bouguila, Nizar
收藏
  |  
浏览/下载:9/0
  |  
提交时间:2025/07/23
Dirichlet distribution
Hierarchical Dirichlet process
Image clustering
Mixture models
Online learning
Variational inference
Variational learning of a Dirichlet process of generalized Dirichlet distributions for simultaneous clustering and feature selection
期刊论文
Pattern Recognition,2013, 卷号: 46, 期号: 10, 页码: 2754-2769
作者:
Fan, Wentao
;
Bouguila, Nizar
收藏
  |  
浏览/下载:7/0
  |  
提交时间:2025/07/23
Clustering
Dirichlet process
Feature selection
Generalized Dirichlet
Image auto-annotation
Images categorization
Infinite mixture models
Variational learning of dirichlet process mixtures of generalized dirichlet distributions and its applications
会议论文
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Nanjing, China, 15-18 December 2012
作者:
Fan, Wentao
;
Bouguila, Nizar
收藏
  |  
浏览/下载:8/0
  |  
提交时间:2025/07/23
Clustering
Dirichlet process
Generalized dirichlet mixtures
Intrusion detection
Mixture models
Nonparametric Bayesian
Spam image
Variational inference