An enhanced classification method comprising a genetic algorithm, rough set theory and a modified PBMF-index function.
Kuang Yu HuangPublished in: Appl. Soft Comput. (2012)
Keyphrases
- expert systems
- rough set theory
- classification method
- rough sets
- genetic algorithm
- fuzzy logic
- knn
- decision table
- attribute reduction
- support vector machine svm
- k nearest neighbor
- decision rules
- granular computing
- rule generation
- text classification
- knowledge discovery
- support vector machine
- rule extraction
- knowledge reduction
- classification algorithm
- data analysis
- database
- selected features
- tool for data mining
- rule sets
- information entropy
- concept lattice
- fuzzy sets
- data reduction
- high dimensional
- pattern recognition
- equivalence relation
- neural network
- rough sets theory
- decision making
- information retrieval
- genetic programming
- discernibility matrix
- databases
- fuzzy rough sets
- attribute set
- data sets