Fuzzy-Rough Supervised Attribute Clustering Algorithm and Classification of Microarray Data.
Pradipta MajiPublished in: IEEE Trans. Syst. Man Cybern. Part B (2011)
Keyphrases
- microarray data
- feature selection
- building classification models
- microarray data analysis
- microarray
- clustering algorithm
- cluster analysis
- microarray datasets
- dna microarray data
- cancer classification
- gene expression data
- gene expression
- machine learning
- small number of samples
- gene expression profiles
- clustering analysis
- dna microarray
- supervised learning
- classification accuracy
- microarray classification
- ovarian cancer
- microarray gene expression data
- informative genes
- gene selection
- support vector
- gene expression microarray data
- data sets
- unsupervised learning
- biological data
- meta analysis
- gene sets
- feature vectors
- pattern recognition
- feature space
- support vector machine
- colon cancer
- feature set
- text classification
- support vector machine svm
- high dimensionality
- microarray analysis
- feature extraction
- gene networks
- high dimensional
- k means
- decision trees
- learning algorithm
- random forest