Mining Comprehensible Clustering Rules with an Evolutionary Algorithm.
Ioannis A. SarafisPhilip W. TrinderAli M. S. ZalzalaPublished in: GECCO (2003)
Keyphrases
- evolutionary algorithm
- rule mining
- clustering algorithm
- association rule mining
- classification rules
- multi objective
- rule sets
- k means
- rule generation
- positive and negative association rules
- peculiarity oriented mining
- multiple data streams
- mining association rules
- data mining tasks
- knowledge discovery
- clustering method
- weighted association rules
- differential evolution
- cluster analysis
- evolutionary computation
- genetic algorithm
- genetic programming
- fitness function
- apriori algorithm
- interesting association rules
- decision rules
- self organizing maps
- data mining tools
- unsupervised learning
- categorical data
- multi objective optimization
- association rules
- episode rules
- data mining algorithms
- text mining
- function optimization
- data points
- interesting rules
- mutation operator
- interesting patterns
- optimization algorithm
- sequential patterns
- data mining
- web logs
- web mining
- generalized association rules
- high dimensional data
- data analysis
- rules discovered
- fuzzy association rules
- neural network
- itemsets
- data mining methods
- fuzzy clustering
- evolutionary process
- rule discovery
- mining algorithm