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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
Authors:  Lan, Hui;  Liu, Ziquan;  Hsiao, Janet H.;  Yu, Dan;  Chan, Antoni B.
Favorite  |  View/Download:45/0  |  Submit date: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)  
Portfolio Selection Based on Bayesian Theory 期刊论文
MATHEMATICAL PROBLEMS IN ENGINEERING, 2019, 卷号: 2019, 页码: 11
Authors:  Zhao, Daping;  Fang, Yong;  Zhang, Chaoliang;  Wang, Zongrun
Favorite  |  View/Download:69/0  |  Submit date:2020/05/24
Bayesian Neural Networks for Selection of Drug Sensitive Genes 期刊论文
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 2018, 卷号: 113, 期号: 523, 页码: 955-972
Authors:  Liang, Faming;  Li, Qizhai;  Zhou, Lei
Favorite  |  View/Download:98/0  |  Submit date:2018/11/16
Cancer cell line encyclopedia  Nonlinear variable selection  Omics data  OpenMP  Parallel Markov chain Monte Carlo  
Markov selection and W-strong Feller for 3D stochastic primitive equations 期刊论文
SCIENCE CHINA-MATHEMATICS, 2017, 卷号: 60, 期号: 10, 页码: 1873-1900
Authors:  Dong, Zhao;  Zhang, RangRang
Favorite  |  View/Download:82/0  |  Submit date:2018/07/30
primitive equations  Markov selection  W-strong Feller  
markovselectionandwstrongfellerfor3dstochasticprimitiveequations 期刊论文
sciencechinamathematics, 2017, 卷号: 60, 期号: 10, 页码: 1873
Authors:  Dong Zhao;  Zhang Rangrang
Favorite  |  View/Download:99/0  |  Submit date:2020/01/10
Multi-period mean variance portfolio selection under incomplete information 期刊论文
APPLIED STOCHASTIC MODELS IN BUSINESS AND INDUSTRY, 2016, 卷号: 32, 期号: 6, 页码: 753-774
Authors:  Zhang, Ling;  Li, Zhongfei;  Xu, Yunhui;  Li, Yongwu
Favorite  |  View/Download:75/0  |  Submit date:2018/07/30
hidden Markov chain  regime switching  sufficient statistics  portfolio optimization  
Asymptotic Perturbation Bounds for Probabilistic Model Checking with Empirically Determined Probability Parameters 期刊论文
IEEE TRANSACTIONS ON SOFTWARE ENGINEERING, 2016, 卷号: 42, 期号: 7, 页码: 623-639
Authors:  Su, Guoxin;  Feng, Yuan;  Chen, Taolue;  Rosenblum, David S.
Favorite  |  View/Download:48/0  |  Submit date:2018/07/30
Asymptotic perturbation bound  discrete-time Markov chain  numerical iteration  optimization  parametric Markov chain  perturbation analysis  probabilistic model checking  quadratic programming  
A New Method for Channel Availability Analysis and the Associated Policy Design for Selection of Channel Sensing Order in CRNs 期刊论文
IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2016, 卷号: 64, 期号: 9, 页码: 2443-2458
Authors:  Jiang, Ningning;  Hua, Junbo;  Shang, Zaijiu;  Yang, Kehu
Favorite  |  View/Download:56/0  |  Submit date:2018/07/30
Cognitive radio  channel availability analysis  sensing policy  primary network  idle probability  
Martingale solutions and Markov selection of stochastic 3D Navier-Stokes equations with jump 期刊论文
JOURNAL OF DIFFERENTIAL EQUATIONS, 2011, 卷号: 250, 期号: 6, 页码: 2737-2778
Authors:  Dong, Zhao;  Zhai, Jianliang
Favorite  |  View/Download:74/0  |  Submit date:2018/07/30
3D Navier-Stokes equation  Martingale solutions  Markov selection  Levy processes  
A mathematical modeling framework for software reliability testing 期刊论文
INTERNATIONAL JOURNAL OF GENERAL SYSTEMS, 2007, 卷号: 36, 期号: 4, 页码: 399-463
Authors:  Cai, Kai-Yuan;  Dong, Zhao;  Liu, Ke;  Bai, Cheng-Gang
Favorite  |  View/Download:102/0  |  Submit date:2018/07/30
software testing  software reliability  Markov usage model based testing  software testing stability