Integrative missing value estimation for microarray data.
Jianjun HuHaifeng LiMichael S. WatermanXianghong Jasmine ZhouPublished in: BMC Bioinform. (2006)
Keyphrases
- microarray data
- missing values
- microarray
- gene expression
- gene selection
- missing data
- feature selection
- high dimensional
- gene expression data
- cluster analysis
- data sets
- incomplete data sets
- microarray classification
- microarray data analysis
- gene networks
- meta analysis
- microarray gene expression data
- data imputation
- incomplete data
- biological data
- differentially expressed genes
- cancer classification
- gene clusters
- dna microarray data
- small number of samples
- high dimensional data
- microarray datasets
- data analysis
- training data
- machine learning
- gene expression profiles
- probabilistic model
- principal component analysis
- high dimensionality
- input data
- high throughput
- text categorization