Missing value estimation of microarray data using Sim-GAN.
Soumen Kumar PatiManan Kumar GuptaRinita ShaiAyan BanerjeeArijit GhoshPublished in: Knowl. Inf. Syst. (2022)
Keyphrases
- microarray data
- missing values
- microarray
- gene selection
- gene expression
- gene expression data
- data sets
- meta analysis
- feature selection
- missing data
- high dimensional
- differentially expressed genes
- biological data
- microarray data analysis
- microarray classification
- incomplete data
- data imputation
- high dimensional data
- biologically meaningful
- incomplete data sets
- gene networks
- cancer classification
- microarray datasets
- microarray gene expression data
- dna microarray data
- cluster analysis
- dna microarray
- small number of samples
- gene clusters
- high throughput
- neural network