Missing values imputation for cDNA microarray data using ranked covariance vectors.
Muhammad Shoaib B. SehgalIqbal GondalLaurence S. DooleyPublished in: Int. J. Hybrid Intell. Syst. (2005)
Keyphrases
- microarray data
- missing values
- microarray
- data imputation
- missing data
- gene expression
- high dimensional data
- gene selection
- gene expression data
- data sets
- incomplete data
- feature selection
- high dimensional
- cluster analysis
- feature vectors
- missing data imputation
- imputation methods
- gene expression profiles
- multiple imputation
- pairwise
- high throughput
- input data
- dimensionality reduction
- database
- principal component analysis
- clustering method