An Accurate and Robust Missing Value Estimation for Microarray Data: Least Absolute Deviation Imputation.
Yi CaoKim Leng PohPublished in: ICMLA (2006)
Keyphrases
- missing values
- microarray data
- missing data
- data imputation
- microarray
- gene expression
- gene selection
- incomplete data
- gene expression data
- data sets
- meta analysis
- high dimensional
- feature selection
- high dimensional data
- microarray data analysis
- cluster analysis
- microarray gene expression data
- missing data imputation
- biologically meaningful
- microarray classification
- gene networks
- dna microarray data
- incomplete data sets
- dna microarray
- gene clusters
- small number of samples
- differentially expressed genes
- imputation methods
- cancer classification
- gene expression profiles
- image segmentation
- high dimensionality
- multiple imputation
- high throughput
- decision trees
- database