Effective Dimension Reduction Using Sequential Projection Pursuit on Gene Expression Data for Cancer Classification.
Bobbie-Jo M. Webb-RobertsonSusan L. HavrePublished in: METMBS (2004)
Keyphrases
- gene expression data
- dimension reduction
- cancer classification
- high dimensionality
- microarray
- high dimensional data
- high dimensional
- feature selection
- gene expression profiling
- gene selection
- gene expression
- cancer diagnosis
- microarray data
- microarray gene expression data
- gene expression datasets
- random forest
- gene expression profiles
- gene expression analysis
- colon cancer
- feature extraction
- data sets
- feature space
- dna microarray
- dimensionality reduction
- low dimensional
- cancer datasets
- informative genes
- gene regulatory networks
- high throughput
- principal component analysis
- cluster analysis
- microarray datasets
- nearest neighbor
- linear discriminant analysis
- gene expression patterns
- data points
- small sample size
- experimental conditions
- gene ontology
- pairwise
- tissue samples
- clustering analysis
- text mining
- analysis of gene expression