The theoretic framework of local weighted approximation for microarray missing value estimation.

Chao-Chun Liu Dao-Qing Dai Hong Yan

Published in: Pattern Recognit. (2010)

Keyphrases

microarray
theoretic framework
missing values
spectral graph
gene expression
high throughput
information theoretic
gene expression data

microarray data
high dimensionality
gene expression profiles
experimental conditions
gene expression profiling
gene selection
gene ontology
missing data

gene expression analysis
incomplete data
data imputation
microarray data analysis
microarray analysis
differentially expressed genes
gene networks
cancer classification

high dimensional data
incomplete data sets
gene expression data sets
microarray datasets
computer vision
microarray images
gene expression datasets
knn