Improving Classification Performance for Heterogeneous Cancer Gene Expression Data.
Benny Y. M. FungVincent T. Y. NgPublished in: ITCC (2) (2004)
Keyphrases
- gene expression data
- gene expression profiles
- cancer classification
- cancer diagnosis
- colon cancer
- dna microarray
- cancer datasets
- gene expression datasets
- gene selection
- microarray
- tissue samples
- gene expression
- dna microarray data
- tumor classification
- high dimensionality
- gene expression data sets
- gene expression data analysis
- gene expression analysis
- gene expression profiling
- microarray data
- feature selection
- pattern recognition
- gene expression microarray data
- molecular biology
- biologically significant
- microarray gene expression data
- microarray datasets
- data sets
- experimental conditions
- high dimensional data
- regulatory networks
- analysis of gene expression
- feature extraction
- genomic data
- gene expression patterns
- gene regulatory networks
- high dimensional
- analysis of gene expression data
- text mining
- feature vectors
- data mining
- machine learning
- support vector machine svm
- informative genes
- breast cancer
- high throughput
- gene ontology
- feature ranking