Item-centric mining of frequent patterns from big uncertain data.
Peter BraunAlfredo CuzzocreaCarson K. LeungAdam G. M. PazdorJoglas SouzaPublished in: KES (2018)
Keyphrases
- frequent patterns
- uncertain data
- frequent pattern mining
- mining algorithm
- mining frequent patterns
- mining frequent itemsets
- pattern mining
- mining frequent
- sequential patterns
- itemsets
- interesting patterns
- association rules
- transactional databases
- tree structure
- discovery of frequent patterns
- transaction databases
- uncertain databases
- apriori algorithm
- fp tree
- frequent itemsets
- sequential pattern mining
- data structure
- minimum support
- maximal frequent
- pattern growth
- candidate generation
- closed patterns
- data sets
- frequent itemset mining
- frequent pattern mining algorithms
- frequent item sets
- real world
- databases
- frequent sequences
- frequent sets
- data mining applications
- nearest neighbor
- information retrieval
- data mining