Reduct generation of microarray dataset using rough set and graph theory for unsupervised learning.
Asit Kumar DasSoumen Kumar PatiSaikat ChakrabartyPublished in: CCSEIT (2012)
Keyphrases
- rough sets
- graph theory
- unsupervised learning
- rough set theory
- microarray datasets
- decision rules
- rough sets theory
- graph theoretic
- attribute reduction
- supervised learning
- knowledge reduction
- social network analysis
- pattern recognition
- decision table
- dimensionality reduction
- gene expression
- microarray data
- data mining
- information entropy
- semi supervised
- complex networks
- rough set model
- cluster analysis
- feature selection
- dominance relation
- microarray
- discernibility matrix
- continuous valued attributes
- gene expression data
- combinatorial optimization
- data analysis
- concept lattice
- fuzzy logic
- training data
- feature extraction
- computer vision
- machine learning