Advances in metaheuristics for gene selection and classification of microarray data.
Béatrice DuvalJin-Kao HaoPublished in: Briefings Bioinform. (2010)
Keyphrases
- microarray data
- gene selection
- cancer classification
- microarray data analysis
- relevant genes
- dna microarray data
- microarray
- dna microarray
- feature selection
- informative genes
- ovarian cancer
- microarray datasets
- cancer diagnosis
- gene expression profiles
- colon cancer
- gene expression
- microarray analysis
- small sample size
- small number of samples
- gene expression data
- microarray classification
- support vector machine svm
- gene expression datasets
- biologically relevant
- data sets
- cluster analysis
- feature ranking
- gene expression analysis
- biological data
- high dimensional
- gene sets
- gene networks
- feature space
- pattern recognition
- gene expression data sets
- selected genes
- differentially expressed genes
- support vector machine
- random forest
- unsupervised learning
- microarray technology
- feature vectors
- support vector
- machine learning
- biologically meaningful
- machine learning methods
- clustering method
- low dimensional
- feature set
- supervised learning
- face recognition