Integrative Gene Selection for Classification of Microarray Data.
Huey Fang OngNorwati MustaphaMd Nasir SulaimanPublished in: Comput. Inf. Sci. (2011)
Keyphrases
- microarray data
- gene selection
- cancer classification
- relevant genes
- microarray data analysis
- microarray
- microarray datasets
- dna microarray data
- dna microarray
- gene expression profiles
- informative genes
- cancer diagnosis
- ovarian cancer
- feature selection
- small sample size
- gene expression
- support vector machine svm
- colon cancer
- small number of samples
- microarray analysis
- gene expression data
- microarray classification
- high dimensional
- selected genes
- feature ranking
- biological data
- gene expression datasets
- data sets
- gene expression analysis
- cluster analysis
- biologically relevant
- support vector machine
- feature vectors
- high dimensionality
- differentially expressed genes
- gene expression data sets
- gene sets
- biologically meaningful
- gene networks
- machine learning algorithms
- pattern recognition
- feature extraction
- decision trees
- gene clusters
- microarray technology
- high throughput
- knn
- machine learning