A joint framework for missing values estimation and biclusters detection in gene expression data.
Kin-On ChengNgai-Fong LawYui-Lam ChanWan-Chi SiuPublished in: Int. J. Bioinform. Res. Appl. (2014)
Keyphrases
- gene expression data
- missing values
- data matrix
- microarray
- high dimensional data
- microarray data
- gene expression
- missing data
- high dimensionality
- feature selection
- analysis of gene expression data
- data sets
- gene expression analysis
- gene regulatory networks
- gene expression profiles
- gene selection
- dna microarray
- biclustering algorithms
- biologically significant
- incomplete data
- probabilistic model
- high dimensional
- neural network
- matrix factorization
- complex networks
- expectation maximization
- low dimensional
- principal component analysis
- cancer classification
- feature space
- gene expression patterns
- bayesian networks