Triple imputation for microarray missing value estimation
暂无分享,去创建一个
Wei Zhang | Chong He | Hui-Hui Li | Guo-Zheng Li | Changbo Zhao | Wei Zhang | Changbo Zhao | Guozheng Li | Hui-Hui Li | Chong He
[1] Russ B. Altman,et al. Missing value estimation methods for DNA microarrays , 2001, Bioinform..
[2] Hong Yan,et al. A Bicluster-Based Bayesian Principal Component Analysis Method for Microarray Missing Value Estimation , 2014, IEEE Journal of Biomedical and Health Informatics.
[3] Hui-Hui Li,et al. Semi-supervised imputation for microarray missing value estimation , 2014, 2014 IEEE International Conference on Bioinformatics and Biomedicine (BIBM).
[4] 竹政 伊知朗,et al. Construction of Preferential cDNA Microarray Specialized for Human Colorectal Carcinoma : Molecular Sketch of Colorectal Cancer , 2002 .
[5] Gene H. Golub,et al. Missing value estimation for DNA microarray gene expression data: local least squares imputation , 2005, Bioinform..
[6] Terence P. Speed,et al. Comparison of Methods for Image Analysis on cDNA Microarray Data , 2002 .
[7] Hong Yan,et al. Missing value imputation for gene expression data: computational techniques to recover missing data from available information , 2011, Briefings Bioinform..
[8] Azadeh Mohammadi,et al. Estimating Missing Value in Microarray Data Using Fuzzy Clustering and Gene Ontology , 2008, 2008 IEEE International Conference on Bioinformatics and Biomedicine.
[9] Shin Ishii,et al. A Bayesian missing value estimation method for gene expression profile data , 2003, Bioinform..
[10] Guy N. Brock,et al. Which missing value imputation method to use in expression profiles: a comparative study and two selection schemes , 2008, BMC Bioinformatics.
[11] Jiang Ruirui,et al. A Bicluster-Based Missing Value Imputation Method for Gene Expression Data , 2011 .
[12] Wan-Chi Siu,et al. Iterative bicluster-based least square framework for estimation of missing values in microarray gene expression data , 2012, Pattern Recognit..
[13] Hong-Bin Shen,et al. Towards better accuracy for missing value estimation of epistatic miniarray profiling data by a novel ensemble approach. , 2011, Genomics.
[14] Michael Ruogu Zhang,et al. Comprehensive identification of cell cycle-regulated genes of the yeast Saccharomyces cerevisiae by microarray hybridization. , 1998, Molecular biology of the cell.
[15] T. H. Bø,et al. LSimpute: accurate estimation of missing values in microarray data with least squares methods. , 2004, Nucleic acids research.
[16] Ming Ouyang,et al. DNA microarray data imputation and significance analysis of differential expression , 2005, Bioinform..
[17] Hagai Attias,et al. Inferring Parameters and Structure of Latent Variable Models by Variational Bayes , 1999, UAI.
[18] T. Schneider. Analysis of Incomplete Climate Data: Estimation of Mean Values and Covariance Matrices and Imputation of Missing Values. , 2001 .
[19] Md Zahidul Islam,et al. FIMUS: A framework for imputing missing values using co-appearance, correlation and similarity analysis , 2014, Knowl. Based Syst..
[20] Zhi-Hua Zhou,et al. Tri-training: exploiting unlabeled data using three classifiers , 2005, IEEE Transactions on Knowledge and Data Engineering.