EEFR-R: extracting effective fuzzy rules for regression problems, through the cooperation of association rule mining concepts and evolutionary algorithms.
Fatemeh AghaeipoorMahdi EftekhariPublished in: Soft Comput. (2019)
Keyphrases
- association rule mining
- fuzzy rules
- regression problems
- evolutionary algorithm
- genetic programming
- association rules
- data mining
- fuzzy logic
- data mining techniques
- cross validation
- membership functions
- linear regression
- rule base
- evolutionary computation
- fuzzy sets
- multi objective
- neural network
- frequent itemsets
- itemsets
- fitness function
- input space
- knowledge discovery
- differential evolution
- training data
- hyperparameters
- rule sets
- support vector machine
- model selection
- rough sets