Discovering Classification Knowledge in Databases Using Rough Sets.
Ning ShanWojciech ZiarkoHoward J. HamiltonNick CerconePublished in: KDD (1996)
Keyphrases
- rough sets
- decision rules
- databases
- rough set theory
- rough fuzzy
- feature reduction
- rule extraction
- fuzzy sets
- pattern recognition
- knowledge discovery
- rule induction
- attribute reduction
- granular computing
- rough sets theory
- information entropy
- data mining
- rough set model
- classification accuracy
- rule generation
- knowledge based systems
- soft computing
- continuous valued attributes
- tool for data mining
- machine learning
- fuzzy logic
- decision trees
- expert systems
- data analysis
- classification algorithm
- approximation spaces
- knowledge base
- feature extraction
- support vector machine
- decision table
- classification rules
- feature selection
- dominance relation
- information systems
- computer vision
- artificial intelligence
- data mining techniques
- condition attributes
- real world
- inductive machine learning
- neural network