Supervised hybrid feature selection based on PSO and rough sets for medical diagnosis.
H. Hannah InbaraniAhmad Taher AzarJothi GanesanPublished in: Comput. Methods Programs Biomed. (2014)
Keyphrases
- medical diagnosis
- rough sets
- feature selection
- rough set theory
- feature reduction
- decision rules
- fuzzy sets
- medical images
- particle swarm optimization
- data mining
- granular computing
- rough sets theory
- attribute reduction
- classification accuracy
- machine learning
- text categorization
- information entropy
- data analysis
- expert systems
- tool for data mining
- support vector machine
- medical knowledge
- feature set
- bp neural network
- feature subset
- multi objective
- fuzzy logic
- decision table
- evolutionary algorithm
- inductive machine learning
- continuous valued attributes
- fuzzy rough sets
- feature space
- approximation spaces
- attribute set
- learning algorithm
- artificial intelligence
- dominance relation
- knowledge discovery
- decision making
- feature extraction
- data reduction
- fitness function