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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:27/0  |  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)  
Bayesian Joint Matrix Decomposition for Data Integration with Heterogeneous Noise 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2021, 卷号: 43, 期号: 4, 页码: 1184-1196
Authors:  Zhang, Chihao;  Zhang, Shihua
Favorite  |  View/Download:76/0  |  Submit date:2021/04/26
Matrix decomposition  Bayes methods  Data integration  Inference algorithms  Data models  Data mining  Gaussian distribution  Bayesian methods  matrix decomposition  data integration  variational Bayesian inference  maximum a posterior  
Model-free feature screening for ultrahigh dimensional classification 期刊论文
JOURNAL OF MULTIVARIATE ANALYSIS, 2020, 卷号: 178, 页码: 12
Authors:  Sheng, Ying;  Wang, Qihua
Favorite  |  View/Download:93/0  |  Submit date:2020/06/30
Classification accuracy  The Bayes rule  Sure screening  Ultrahigh dimensional classification  
Conditional probability estimation based classification with class label missing at random 期刊论文
JOURNAL OF MULTIVARIATE ANALYSIS, 2020, 卷号: 176, 页码: 13
Authors:  Sheng, Ying;  Wang, Qihua
Favorite  |  View/Download:86/0  |  Submit date:2020/05/24
Binary classification  Conditional probability estimation  Missing at random  Reproducing kernel Hilbert space  
Comparison of Computational Methods for Imputing Single-Cell RNA-Sequencing Data 期刊论文
IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS, 2020, 卷号: 17, 期号: 2, 页码: 376-389
Authors:  Zhang, Lihua;  Zhang, Shihua
Favorite  |  View/Download:82/0  |  Submit date:2020/05/24
Gene expression  Sequential analysis  Bioinformatics  RNA  Matrix converters  Computational biology  Bayes methods  Single-cell RNA-sequencing technique  dropout event  imputation  algorithm  bioinformatics  
Simultaneous variable selection and class fusion with penalized distance criterion based classifiers 期刊论文
COMPUTATIONAL STATISTICS & DATA ANALYSIS, 2019, 卷号: 133, 页码: 138-152
Authors:  Sheng, Ying;  Wang, Qihua
Favorite  |  View/Download:84/0  |  Submit date:2019/12/13
Linear discriminant analysis  Discriminant directions  Variable selection  Class fusion  Misclassification error rate  
Bayes factors in the presence of population stratification 期刊论文
STATISTICS & PROBABILITY LETTERS, 2011, 卷号: 81, 期号: 7, 页码: 836-841
Authors:  Wang, Linglu;  Li, Qizhai;  Li, Zhaohai;  Zheng, Gang
Favorite  |  View/Download:35/0  |  Submit date:2018/07/30
Approximate Bayes factor  Clustering  Genome-wide association studies  Odds ratio  Population stratification  
Prediction of protein interaction hot spots using rough set-based multiple criteria linear programming 期刊论文
JOURNAL OF THEORETICAL BIOLOGY, 2011, 卷号: 269, 期号: 1, 页码: 174-180
Authors:  Chen, Ruoying;  Zhang, Zhiwang;  Wu, Di;  Zhang, Peng;  Zhang, Xinyang;  Wang, Yong;  Shi, Yong
Favorite  |  View/Download:73/0  |  Submit date:2018/07/30
Binding free energy  Alanine mutation  Residue's features  Combined model  Predictive performance  
Prediction of protein-RNA binding sites by a random forest method with combined features 期刊论文
BIOINFORMATICS, 2010, 卷号: 26, 期号: 13, 页码: 1616-1622
Authors:  Liu, Zhi-Ping;  Wu, Ling-Yun;  Wang, Yong;  Zhang, Xiang-Sun;  Chen, Luonan
Favorite  |  View/Download:86/0  |  Submit date:2018/07/30
Inference of non-centrality parameter of a truncated non-central chi-squared distribution 期刊论文
JOURNAL OF STATISTICAL PLANNING AND INFERENCE, 2009, 卷号: 139, 期号: 7, 页码: 2431-2444
Authors:  Li, Qizhai;  Yu, Kai
Favorite  |  View/Download:37/0  |  Submit date:2018/07/30
Truncated non-central chi-squared distribution  Moment estimate  Mean-squared error  Generalized Bayes rule  Inadmissibility