Generating frequent itemsets incrementally: two novel approaches based on Galois lattice theory.
Petko ValtchevRokia MissaouiRobert GodinMohamed MeridjiPublished in: J. Exp. Theor. Artif. Intell. (2002)
Keyphrases
- frequent itemsets
- itemsets
- association rules
- frequent itemset mining
- association rule mining
- data streams
- frequent itemsets mining
- lattice theory
- data structure
- concise representation
- mining algorithm
- pruning strategy
- mining frequent closed itemsets
- mining frequent itemsets
- discovery of association rules
- transactional databases
- itemset mining
- interesting patterns
- mining association rules
- apriori algorithm
- formal concept analysis
- data mining techniques
- artificial intelligence
- databases
- propositional logic
- uncertain data
- dense datasets
- multi dimensional
- knowledge discovery
- frequent itemset discovery