Should Decision Trees be Learned using Rough Sets?
Rajni JainSonajharia MinzPublished in: IICAI (2003)
Keyphrases
- rough sets
- decision trees
- rule induction
- decision rules
- rough set theory
- continuous valued attributes
- fuzzy sets
- granular computing
- data mining
- rough sets theory
- rough set model
- attribute reduction
- fuzzy logic
- pattern recognition
- information entropy
- decision table
- soft computing
- machine learning
- dominance relation
- inductive machine learning
- fuzzy rough sets
- rule extraction
- real world
- rule sets
- data analysis
- random forest
- classification rules
- image processing
- computer vision
- genetic algorithm
- real time
- uncertainty handling