Feature Selection and Ranking of Key Genes for Tumor Classification: Using Microarray Gene Expression Data.
Srinivas MukkamalaQingzhong LiuRajeev VeeraghattamAndrew H. SungPublished in: ICAISC (2006)
Keyphrases
- microarray gene expression data
- tumor classification
- gene expression data
- gene selection
- informative genes
- microarray data
- feature selection
- cancer classification
- microarray datasets
- feature ranking
- microarray
- gene expression profiles
- gene expression
- high dimensionality
- gene regulatory networks
- data sets
- dna microarray
- cancer diagnosis
- high dimensional
- high dimensional data
- support vector
- random forest
- feature selection algorithms
- neural network
- feature space
- biological processes
- gene ontology
- pattern recognition
- reverse engineering
- feature subset
- data analysis
- support vector machine svm
- text categorization
- feature set
- dimensionality reduction
- support vector machine