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Batch and online variational learning of hierarchical Dirichlet process mixtures of multivariate Beta distributions in medical applications
期刊论文
Pattern Analysis and Applications,2021, 卷号: 24, 期号: 4, 页码: 1731-1744
作者:
Manouchehri, Narges
;
Bouguila, Nizar
;
Fan, Wentao
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2025/07/15
Batch variational learning
Hierarchical Dirichlet process mixtures
Medical applications
Mixture models
Multivariate Beta distributions
Online variational learning
Unsupervised methods
Nonparametric variational learning of multivariate beta mixture models in medical applications
期刊论文
International Journal of Imaging Systems and Technology,2021, 卷号: 31, 期号: 1, 页码: 128-140
作者:
Manouchehri, Narges
;
Bouguila, Nizar
;
Fan, Wentao
收藏
  |  
浏览/下载:8/0
  |  
提交时间:2025/07/15
batch variational learning
Dirichlet process mixtures
medical applications
mixture models
multivariate beta distributions
online variational learning
Online Variational Learning of Dirichlet Process Mixtures of Scaled Dirichlet Distributions
期刊论文
Information Systems Frontiers,2020, 卷号: 22, 期号: 5, 页码: 1085-1093
作者:
Manouchehri, Narges
;
Nguyen, Hieu
;
Koochemeshkian, Pantea
;
Bouguila, Nizar
;
Fan, Wentao
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2025/07/15
Diabetes
Dirichlet process mixtures of scaled Dirichlet distributions
Hepatitis
Infinite mixture models
Online variational learning
Spam categorization
Variational learning for Dirichlet process mixtures of Dirichlet distributions and applications
期刊论文
Multimedia Tools and Applications,2014, 卷号: 70, 期号: 3, 页码: 1685-1702
作者:
Fan, Wentao
;
Bouguila, Nizar
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2025/07/23
Dirichlet mixtures
Dirichlet process
Human action video
Image spam
Infinite mixtures
Nonparametric Bayesian
Variational learning
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:6/0
  |  
提交时间:2025/07/23
Clustering
Dirichlet process
Generalized dirichlet mixtures
Intrusion detection
Mixture models
Nonparametric Bayesian
Spam image
Variational inference
Online variational learning for a dirichlet process mixture of dirichlet distributions and its application
会议论文
Proceedings - 2012 11th International Conference on Machine Learning and Applications, ICMLA 2012, Boca Raton, FL, DEC 12-15, 2012
作者:
Fan, Wentao
;
Bouguila, Nizar
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2025/07/23
Dirichlet mixtures
Dirichlet process
mixture model
nonparametric Bayesian
online learning
variational Bayes