Deterministic projection by growing cell structure networks for visualization of high-dimensionality datasets.
Jason W. H. WongHugh M. CartwrightPublished in: J. Biomed. Informatics (2005)
Keyphrases
- high dimensionality
- high dimensional datasets
- high dimensional
- feature space
- feature selection
- dimensionality reduction
- high dimensional data
- microarray
- dimension reduction
- data dimensionality
- small sample size
- network structure
- gene expression data
- small number of samples
- feature selection and classification
- data sets
- noisy data
- class imbalance
- low dimensional
- classification accuracy
- gene expression
- support vector machine svm
- subspace clustering
- highly correlated
- neural network
- class noise
- database