MicroCBR: A case-based reasoning architecture for the classification of microarray data.
Juan Francisco de PazJavier BajoVicente VeraJuan M. CorchadoPublished in: Appl. Soft Comput. (2011)
Keyphrases
- microarray data
- case based reasoning
- microarray data analysis
- building classification models
- feature selection
- gene expression
- cancer classification
- gene expression profiles
- microarray
- dna microarray data
- gene expression data
- gene selection
- ovarian cancer
- meta analysis
- microarray datasets
- small number of samples
- data sets
- dna microarray
- microarray classification
- gene expression microarray data
- high dimensional
- cluster analysis
- classification accuracy
- feature space
- high dimensionality
- microarray gene expression data
- microarray analysis
- gene networks
- biologically meaningful
- colon cancer
- gene expression analysis
- informative genes
- feature set
- feature vectors
- gene expression patterns
- biological data
- cancer diagnosis
- svm classifier
- training samples
- supervised learning
- pattern recognition
- gene clusters
- biologically relevant
- support vector machine svm
- support vector machine
- knowledge discovery
- active learning
- support vector
- machine learning
- data mining