Semi-supervised imputation for microarray missing value estimation.

Hui-Hui Li Feng-Feng Shao Guo-Zheng Li

Published in: BIBM (2014)

Keyphrases

missing values
microarray
semi supervised
gene expression
data imputation
high throughput
missing data
gene expression data
microarray data
incomplete data

high dimensional data
gene expression profiling
gene networks
gene ontology
gene expression profiles
high dimensionality
gene selection
molecular biology
microarray data analysis

gene expression analysis
incomplete data sets
missing data imputation
cancer classification
dna microarray
gene expression data sets
differentially expressed genes
multiple imputation
experimental conditions

imputation methods
regulatory networks
microarray images
microarray analysis
data sets
microarray expression data
pattern recognition
dimensionality reduction
pairwise