Rough sets based on reducts of conditional attributes in medical classification of the diagnosis status.
Elisabeth Rakus-AnderssonPublished in: FUZZ-IEEE (2008)
Keyphrases
- rough sets
- rough sets theory
- decision rules
- condition attributes
- rough set theory
- decision table
- continuous valued attributes
- pattern recognition
- attribute reduction
- rule induction
- rule extraction
- variable precision rough sets
- attribute set
- knowledge reduction
- rule sets
- rough fuzzy
- feature reduction
- granular computing
- fuzzy sets
- medical diagnosis
- discernibility matrix
- data analysis
- data mining
- concept lattice
- classification rules
- rough set model
- soft computing
- classification accuracy
- variable precision rough set model
- inductive machine learning
- rule generation
- information entropy
- dominance relation
- machine learning
- fault diagnosis
- tool for data mining
- decision trees
- feature extraction
- fuzzy rough sets
- computer vision
- numerical attributes
- genetic algorithm
- learning process
- approximation spaces
- data reduction