Optimised multiple data partitions for cluster-wise imputation of missing values in gene expression data.
Simon YosboonNatthakan Iam-OnTossapon BoongoenPhimmarin KeerinKhwunta KirimasthongPublished in: Expert Syst. Appl. (2024)
Keyphrases
- missing values
- missing data
- high dimensional data
- gene expression data
- incomplete data
- data matrix
- data sets
- data imputation
- clustering algorithm
- missing data imputation
- multiple imputation
- data points
- data analysis
- gene expression
- pattern recognition
- feature selection
- dimensionality reduction
- input data
- knowledge discovery
- microarray data
- original data
- gene selection
- database
- imputation methods
- principal component analysis
- knn