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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：151/0  |  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)  
Residual life prediction for complex systems with multi-phase degradation by ARMA-filtered hidden Markov model 期刊论文
QUALITY TECHNOLOGY AND QUANTITATIVE MANAGEMENT, 2019, 卷号: 16, 期号: 1, 页码: 19-35
作者:  Sheng, Zhidong;  Hu, Qingpei;  Liu, Jian;  Yu, Dan
收藏  |  浏览/下载：162/0  |  提交时间：2019/03/05
System reliability  residual life prediction  multi-phase degradation  hidden Markov model  
Reveal cell type-specific regulatory elements and their characterized histone code classes via a hidden Markov model 期刊论文
BMC GENOMICS, 2018, 卷号: 19, 页码: 13
作者:  Wang, Can;  Zhang, Shihua
收藏  |  浏览/下载：250/0  |  提交时间：2019/01/11
Epigenomics  Cell type-specific regulatory elements  Hidden Markov model  Histone modification  
Rainfall data simulation by hidden Markov model and discrete wavelet transformation 期刊论文
STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT, 2009, 卷号: 23, 期号: 7, 页码: 863-877
作者:  Jayawardena, A. W.;  Xu, P. C.;  Li, W. K.
收藏  |  浏览/下载：38/0  |  提交时间：2018/07/30
Daily rainfall  Discrete wavelet transformation  Hidden Markov model  Expectation-maximization algorithm  False nearest neighbours  Phase space reconstruction