Differential Evolution for Association Rule Mining Using Categorical and Numerical Attributes.
Iztok Fister Jr.Andrés IglesiasAkemi GálvezJavier Del SerEneko OsabaIztok FisterPublished in: IDEAL (1) (2018)
Keyphrases
- differential evolution
- numerical attributes
- association rule mining
- association rules
- categorical attributes
- categorical data
- numerical and categorical attributes
- numerical data
- evolutionary algorithm
- attribute values
- subgroup discovery
- optimization algorithm
- particle swarm optimization
- data mining
- frequent itemsets
- mining algorithm
- rule induction
- mining association rules
- data mining techniques
- genetic algorithm
- itemsets
- mutation operator
- knowledge discovery
- frequent itemset mining
- pattern discovery
- evolution strategy
- apriori algorithm
- cluster analysis
- evolutionary computation
- crossover operator
- classification rules
- multi objective
- frequent patterns
- data sets
- interestingness measures
- interesting patterns
- concept lattice
- action rules