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Clustering Hidden Markov Models With Variational Bayesian Hierarchical EM
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 页码: 15
作者:
Lan, Hui
;
Liu, Ziquan
;
Hsiao, Janet H.
;
Yu, Dan
;
Chan, Antoni B.
收藏
  |  
浏览/下载:11/0
  |  
提交时间:2022/04/02
Hidden Markov models
Bayes methods
Data models
Computational modeling
Mixture models
Clustering algorithms
Analytical models
Clustering
hidden Markov mixture model (H3M)
hierarchical EM
variational Bayesian (VB)
Simultaneous Bayesian Clustering and Feature Selection Through Student's t Mixtures Model
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2018, 卷号: 29, 页码: 1187-1199
作者:
Sun, Jianyong
;
Zhou, Aimin
;
Keates, Simeon
;
Liao, Shengbin
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  |  
浏览/下载:11/0
  |  
提交时间:2019/11/26
robust clustering
tree-structured variational Bayes (VB)
feature selection
Bayesian inference
Simultaneous Bayesian Clustering and Feature Selection Through Student's t Mixtures Model
期刊论文
IEEE Transactions on Neural Networks and Learning Systems, 2018, 卷号: 29, 期号: 4, 页码: 1187-1199
作者:
Sun, Jianyong*
;
Zhou, Aimin*
;
Keates, Simeon
;
Liao, Shengbin
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  |  
浏览/下载:10/0
  |  
提交时间:2019/12/23
Bayesian inference
feature selection
robust clustering
tree-structured variational Bayes (VB)
variationalbayesiandataanalysisonmanifold
期刊论文
controltheoryandtechnology, 2018, 卷号: 016, 期号: 003, 页码: 212
作者:
Yang Ming
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  |  
浏览/下载:17/0
  |  
提交时间:2020/01/10
Localizing Multiple Objects Using Radio Tomographic Imaging Technology
期刊论文
IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2016, 卷号: 65, 期号: [db:dc_citation_issue], 页码: 3641-3656
作者:
Wang, Qinghua
;
Yigitler, Huseyin
;
Jantti, Riku
;
Huang, Xin
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  |  
浏览/下载:3/0
  |  
提交时间:2019/12/02
Gaussian mixture model (GMM)
multiobject localization
variational Bayesian (VB)
physical intrusion detection
radio tomographic imaging
Learning local factor analysis versus mixture of factor analyzers with automatic model selection
期刊论文
NEUROCOMPUTING, 2014, 卷号: 139, 页码: 3-14
作者:
Shi, Lei
;
Liu, Zhi-Yong
;
Tu, Shikui
;
Xu, Lei
收藏
  |  
浏览/下载:41/0
  |  
提交时间:2015/08/12
Automatic model selection
Mixture of factor analyzers
Local factor analysis
Variational Bayes
Bayesian Ying-Yang
Dirichlet-Normal-Gamma
An Improved PHD Filter Based on Variational Bayesian Method for Multi-Target Tracking
会议论文
作者:
Zhang, Guanghua
;
Lian, Feng
;
Han, Chongzhao
;
Han, Suying
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2019/12/02
Variational Bayesian (VB)
Inverse Gamma distribution
Gaussian mixture (GM)
Probability hypothesis density (PHD) filter
Multi-target tracking
An improved PHD filter based on variational Bayesian method for multi-target tracking
会议论文
作者:
Zhang, Guanghua
;
Lian, Feng
;
Han, Chongzhao
;
Han, Suying
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2019/12/02
Gaussian mixture (GM)
Inverse Gamma distribution
Multi-target tracking
Probability hypothesis density (PHD) filter
Variational Bayesian (VB)
Multi-Sensor Centralized Fusion without Measurement Noise Covariance by Variational Bayesian Approximation
期刊论文
ieee transactions on aerospace and electronic systems, 2011, 卷号: 47, 期号: 1, 页码: 718-727
作者:
Gao, Xinbo
;
Chen, Jinguang
;
Tao, Dacheng
;
Li, Xuelong
收藏
  |  
浏览/下载:21/0
  |  
提交时间:2011/09/30
Variational learning for Generalized Associative Functional Networks in modeling dynamic process of plant growth
期刊论文
ECOLOGICAL INFORMATICS, 2009, 卷号: 4, 期号: 3, 页码: 163-176
作者:
Qu, Han-Bing
;
Hu, Bao-Gang
收藏
  |  
浏览/下载:16/0
  |  
提交时间:2015/08/12
Functional equations
Generalized Associative Functional Networks
Variational Bayes
Bayesian backfitting
Dynamic plant growth modeling
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