A Guided FP-growth algorithm for fast mining of frequent itemsets from big data.
Lior ShabtayRami YaariItai DattnerPublished in: CoRR (2018)
Keyphrases
- big data
- mining of frequent itemsets
- mining frequent itemsets
- fp tree
- transaction databases
- itemsets
- cloud computing
- frequent itemsets
- data structure
- big data analytics
- association rules mining
- apriori algorithm
- data management
- data analysis
- data processing
- frequent itemset mining
- social media
- data science
- frequent item sets
- mining association rules
- frequent patterns
- knowledge discovery
- data streams
- pattern mining
- business intelligence
- association rules
- vast amounts of data
- uncertain data
- association rule mining
- information processing
- frequent pattern mining
- data warehousing
- database
- information retrieval
- data mining