Missing value imputation methods for gene-sample-time microarray data analysis.
Yifeng LiAlioune NgomLuis RuedaPublished in: CIBCB (2010)
Keyphrases
- missing values
- microarray data analysis
- microarray
- gene expression
- imputation methods
- gene expression data
- gene clusters
- data imputation
- gene selection
- microarray data
- missing data
- differentially expressed genes
- missing data imputation
- high throughput
- high dimensional data
- gene ontology
- incomplete data
- gene expression profiles
- high dimensionality
- gene sets
- data sets
- incomplete data sets
- microarray datasets
- biological processes
- feature selection
- low dimensional
- k means
- artificial neural networks
- multiple imputation
- training data
- decision trees
- neural network