GA-Apriori: Combining Apriori Heuristic and Genetic Algorithms for Solving the Frequent Itemsets Mining Problem.
Youcef DjenouriMarco ComuzziPublished in: PAKDD (Workshops) (2017)
Keyphrases
- genetic algorithm
- frequent itemsets mining
- frequent itemsets
- apriori algorithm
- search heuristics
- itemsets
- genetic algorithm ga
- simulated annealing
- association rule mining
- tabu search
- association rules
- parallel genetic algorithm
- combinatorial optimization
- fitness function
- metaheuristic
- neural network
- multi objective
- artificial neural networks
- hybrid algorithm
- frequent patterns
- evolutionary algorithm
- hybrid ga
- closed itemsets
- pattern mining
- genetic operators
- mining algorithm
- data streams
- mining association rules
- constraint programming
- search space
- itemset mining
- mining frequent itemsets
- fitness landscape
- data structure
- particle swarm optimization
- minimum support
- differential evolution
- multi dimensional
- data mining techniques
- real world