Missing value estimation for DNA microarray gene expression data by Support Vector Regression imputation and orthogonal coding scheme.
Xian WangAo LiZhaohui JiangHuanqing FengPublished in: BMC Bioinform. (2006)
Keyphrases
- coding scheme
- missing values
- support vector regression
- microarray gene expression data
- data imputation
- missing data
- bitstream
- regression model
- incomplete data
- support vector
- gene expression data
- kernel function
- gene regulatory networks
- support vector machine svm
- microarray data
- high dimensional data
- neural network
- support vector machine
- image compression
- imputation methods
- feature selection