Identifying the most significant genes from gene expression profiles for sample classification.
Hisham Al-MubaidNoushin GhaffariPublished in: GrC (2006)
Keyphrases
- gene expression profiles
- gene expression
- cancer classification
- microarray
- gene selection
- expression profiles
- gene expression data
- yeast cell cycle
- gene expression datasets
- microarray data
- tumor classification
- dna microarray
- cancer diagnosis
- gene expression patterns
- gene expression analysis
- tissue samples
- clustering analysis
- microarray datasets
- related genes
- microarray data analysis
- support vector
- classification accuracy
- feature selection
- gene networks
- machine learning methods
- data sets
- self organizing maps
- cell cycle
- feature space
- reverse engineering
- dna sequences
- low dimensional
- high dimensionality
- model selection
- support vector machine svm