Efficient Mining of Weighted Frequent Patterns over Data Streams.
Chowdhury Farhan AhmedSyed Khairuzzaman TanbeerByeong-Soo JeongPublished in: HPCC (2009)
Keyphrases
- frequent patterns
- itemsets
- frequent pattern mining
- data streams
- pattern mining
- mining algorithm
- frequent itemsets
- mining frequent patterns
- sequential patterns
- interesting patterns
- maximal frequent
- sequential pattern mining
- transactional databases
- pattern growth
- tree structure
- association rules
- discovery of frequent patterns
- closed patterns
- apriori algorithm
- pruning strategy
- mining frequent itemsets
- minimum support
- frequent item sets
- discovering frequent
- frequent itemset mining
- search space pruning
- transaction databases
- frequent pattern tree
- data structure
- fp tree
- mining frequent
- data sets
- candidate patterns
- frequent pattern discovery
- association rule mining
- itemset mining
- frequent sequences
- candidate generation
- data stream mining
- emerging patterns
- fp growth
- memory efficient
- sliding window
- closed pattern mining
- knowledge discovery
- streaming data
- mining association rules
- graph patterns
- association rules mining