Missing value imputation for gene expression data: computational techniques to recover missing data from available information.
Alan Wee-Chung LiewNgai-Fong LawHong YanPublished in: Briefings Bioinform. (2011)
Keyphrases
- missing data
- missing values
- missing information
- data imputation
- gene expression data
- data matrix
- high dimensional data
- incomplete data
- low rank
- multiple imputation
- noisy data
- matrix factorization
- gene expression
- data analysis
- biological information
- probabilistic model
- computer vision
- bayesian networks
- clustering algorithm