Building high level knowledge from high dimensionality biological dataset (NCI60) using Genetic Algorithms and feature selection strategies.
Reslley Gabriel Oliveira SilvaMarcos Wagner de Souza RibeiroLaurence Rodrigues do AmaralPublished in: IEEE Congress on Evolutionary Computation (2013)
Keyphrases
- high dimensionality
- selection strategies
- microarray datasets
- high level knowledge
- redundant features
- selection strategy
- microarray
- feature space
- high dimensional
- feature ranking
- feature selection
- feature set
- dimensionality reduction
- high dimensional data
- small sample size
- low dimensionality
- gene sets
- gene expression data
- search strategies
- higher level
- feature vectors
- microarray data
- genetic algorithm
- image features
- gene expression
- object recognition
- low level features
- face recognition
- high level
- low dimensional
- computer vision