KNN-DTW Based Missing Value Imputation for Microarray Time Series Data.
Hui-Huang HsuAndy C. YangMing-Da LuPublished in: J. Comput. (2011)
Keyphrases
- microarray
- knn
- missing values
- dynamic time warping
- k nearest neighbor
- imputation methods
- data imputation
- gene expression
- nearest neighbor
- similarity search
- missing data
- high throughput
- gene expression data
- k nearest neighbour
- microarray data
- high dimensional data
- text categorization
- incomplete data
- gene expression profiling
- knn algorithm
- distance function
- high dimensionality
- gene expression profiles
- gene selection
- distance measure
- support vector machine
- text classification
- high dimensional
- support vector machine svm
- feature selection
- neural network
- euclidean distance
- dimensionality reduction
- data points
- similarity measure
- biological data
- radial basis function
- image processing