Probabilistic Frequent Pattern Growth for Itemset Mining in Uncertain Databases (Technical Report)
Thomas BerneckerHans-Peter KriegelMatthias RenzFlorian VerheinAndreas ZüflePublished in: CoRR (2010)
Keyphrases
- uncertain databases
- pattern growth
- itemset mining
- frequent itemset mining
- mining frequent patterns
- itemsets
- frequent itemsets
- sequential pattern mining
- constraint programming
- maximal frequent
- pattern mining
- graph mining
- association rule mining
- frequent pattern mining
- frequent patterns
- candidate generation
- pattern tree
- sequential patterns
- mining frequent itemsets
- association rules
- data mining problems
- mining frequent
- mining association rules
- uncertain data
- apriori algorithm
- multi dimensional
- data mining
- minimum support
- web logs
- interesting patterns
- transactional databases
- social network analysis
- constraint satisfaction problems