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Expectation propagation
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New graphical models for sequential data and the improved state estimations by data-conditioned driving noises
期刊论文
Eurasip Journal on Advances in Signal Processing,2024, 卷号: 2024, 期号: 1
作者:
Lee, Wonjung
收藏
  |  
浏览/下载:8/0
  |  
提交时间:2024/12/16
Bayesian inference
Cubature measure
Expectation propagation (EP)
Gaussian approximation filter and smoother
Probabilistic graphical model
Expectation propagation learning of finite multivariate Beta mixture models and applications
期刊论文
Neural Computing and Applications,2022, 卷号: 34, 期号: 17, 页码: 14275-14285
作者:
Manouchehri, Narges
;
Bouguila, Nizar
;
Fan, Wentao
收藏
  |  
浏览/下载:7/0
  |  
提交时间:2025/07/15
EEG
Expectation propagation
Forgery detection
Human activity recognition
IoT
Mixture models
Multivariate beta distribution
Sentiment analysis
Unsupervised learning
Stochastic Expectation Propagation Learning for Unsupervised Feature Selection
会议论文
Communications in Computer and Information Science, ACM Special Interest Grp Appl Comp, French SIGAPP Chapter, Hammamet, TUNISIA, SEP 28-30, 2022
作者:
Fan, Wentao
;
Amayri, Manar
;
Bouguila, Nizar
收藏
  |  
浏览/下载:11/0
  |  
提交时间:2025/07/15
Clustering
Feature selection
Mixture models
Stochastic expectation propagation
Expectation propagation learning of a Dirichlet process mixture of Beta-Liouville distributions for proportional data clustering
期刊论文
Engineering Applications of Artificial Intelligence,2015, 卷号: 43, 页码: 1-14
作者:
Fan, Wentao
;
Bouguila, Nizar
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2025/07/23
Action recognition
Beta-Liouville distribution
Dirichlet process
Expectation propagation
Facial expression
Unsupervised learning
Face detection and facial expression recognition using simultaneous clustering and feature selection via an expectation propagation statistical learning framework
期刊论文
Multimedia Tools and Applications,2015, 卷号: 74, 期号: 12, 页码: 4303-4327
作者:
Fan, Wentao
;
Bouguila, Nizar
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2025/07/23
Dirichlet process
Expectation propagation
Face detection
Facial expression recognition
Feature selection
Generalized Dirichlet mixture
Non-gaussian data clustering via expectation propagation learning of finite dirichlet mixture models and applications
期刊论文
Neural Processing Letters,2014, 卷号: 39, 期号: 2, 页码: 115-135
作者:
Fan, Wentao
;
Bouguila, Nizar
收藏
  |  
浏览/下载:1/0
  |  
提交时间:2025/07/23
Dirichlet distribution
Expectation propagation
Human action videos categorization
Image annotation
Mixture models
Infinite Dirichlet mixture models learning via expectation propagation
期刊论文
Advances in Data Analysis and Classification,2013, 卷号: 7, 期号: 4, 页码: 465-489
作者:
Fan, Wentao
;
Bouguila, Nizar
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2025/07/23
Anomaly intrusion detection
Clustering
Dirichlet process
Expectation propagation
Images categorization
Mixture model
Videos summarization