Cluster-based KNN missing value imputation for DNA microarray data.
Phimmarin KeerinWerasak KurutachTossapon BoongoenPublished in: SMC (2012)
Keyphrases
- dna microarray data
- knn
- missing values
- k nearest neighbor
- imputation methods
- data imputation
- nearest neighbor
- missing data
- high dimensional data
- gene expression data
- k nearest neighbour
- microarray data
- missing data imputation
- text categorization
- distance function
- cancer diagnosis
- feature selection
- incomplete data
- dna microarray
- knn algorithm
- gene selection
- support vector machine svm
- incomplete data sets
- multiple imputation
- microarray
- similarity search
- data sets
- neural network
- multi label
- text classification
- knn classifier
- dimensionality reduction
- high dimensional
- feature space
- image processing