A Genetic Embedded Approach for Gene Selection and Classification of Microarray Data.
José Crispín Hernández HernándezBéatrice DuvalJin-Kao HaoPublished in: EvoBIO (2007)
Keyphrases
- microarray data
- gene selection
- cancer classification
- relevant genes
- microarray
- microarray data analysis
- dna microarray data
- microarray datasets
- gene expression profiles
- cancer diagnosis
- informative genes
- feature selection
- ovarian cancer
- dna microarray
- small sample size
- gene expression
- colon cancer
- gene expression data
- support vector machine svm
- microarray classification
- microarray analysis
- data sets
- differentially expressed genes
- small number of samples
- gene networks
- selected genes
- gene expression datasets
- biologically relevant
- feature ranking
- gene expression analysis
- cluster analysis
- biological data
- high dimensionality
- machine learning methods
- gene sets
- high dimensional
- machine learning
- support vector machine
- feature space
- decision trees
- microarray technology
- pattern recognition
- gene expression data sets
- random forest
- gene ontology
- data mining
- feature extraction
- data analysis
- feature vectors
- text classification
- biologically meaningful