Hybrid System based on Rough Sets and Genetic Algorithms for Medical Data Classifications.
Hanaa Ismail ElshazlyAhmad Taher AzarAboul Ella HassanienAbeer Mohamed ElkoranyPublished in: Int. J. Fuzzy Syst. Appl. (2013)
Keyphrases
- medical data
- rough sets
- genetic algorithm
- data mining
- fuzzy logic
- rough set theory
- artificial neural networks
- clinical data
- decision rules
- medical data mining
- granular computing
- medical images
- fuzzy sets
- rough sets theory
- soft computing
- inductive machine learning
- neural network
- rule induction
- attribute reduction
- expert systems
- patient data
- evolutionary algorithm
- continuous valued attributes
- dominance relation
- evolutionary computation
- pattern recognition
- medical records
- data sets
- rough set model
- information granulation
- equivalence relation
- information entropy
- artificial intelligence
- decision table
- real world
- knowledge acquisition