MapFIM: Memory Aware Parallelized Frequent Itemset Mining in Very Large Datasets.
Khanh-Chuong DuongMostafa BamhaArnaud GiacomettiDominique LiArnaud SouletChristel VrainPublished in: DEXA (1) (2017)
Keyphrases
- frequent itemset mining
- frequent itemsets
- itemsets
- association rule mining
- pattern mining
- sequential pattern mining
- graph mining
- mining algorithm
- data mining
- frequent pattern mining algorithms
- itemset mining
- dense datasets
- frequent pattern mining
- association rules
- frequent patterns
- mapreduce framework
- pattern growth
- uncertain databases
- database
- data mining algorithms
- mining frequent itemsets
- transaction databases
- data structure
- data streams
- connected components
- complex networks