An Iterative GASVM-Based Method: Gene Selection and Classification of Microarray Data.
Mohd Saberi MohamadSigeru OmatuSafaai DerisMichifumi YoshiokaPublished in: IWANN (2) (2009)
Keyphrases
- microarray data
- gene selection
- dna microarray data
- microarray
- support vector machine svm
- ovarian cancer
- microarray analysis
- microarray datasets
- cancer classification
- feature selection
- gene expression microarray data
- machine learning methods
- support vector machine
- small number of samples
- dna microarray
- gene expression data
- gene expression
- unsupervised learning
- high dimensional
- gene expression profiles
- microarray data analysis
- gene sets
- pattern recognition
- clustering method
- small sample size
- feature ranking
- molecular biology
- gene expression analysis
- feature vectors
- gene expression data sets
- informative genes
- support vector
- similarity measure
- face recognition
- cluster analysis
- differentially expressed genes
- microarray classification
- data sets