Incorporating Nonlinear Relationships in Microarray Missing Value Imputation.
Tianwei YuHesen PengWei SunPublished in: IEEE ACM Trans. Comput. Biol. Bioinform. (2011)
Keyphrases
- missing values
- microarray
- gene expression
- high throughput
- missing data
- data imputation
- gene expression data
- microarray data
- gene selection
- gene expression profiling
- missing data imputation
- incomplete data
- gene expression analysis
- molecular biology
- high dimensionality
- high dimensional data
- gene networks
- gene ontology
- experimental conditions
- cancer classification
- incomplete data sets
- regulatory networks
- gene expression profiles
- dna microarray
- gene expression data sets
- multiple imputation
- differentially expressed genes
- gene expression datasets
- cancer diagnosis
- neural network
- microarray datasets
- imputation methods
- microarray data analysis
- microarray images
- pattern recognition