Mining Approximate Frequency Itemsets over Data Streams Based on D-Hash Table.
Chunhua JuGang YouPublished in: SNPD (2009)
Keyphrases
- itemsets
- data streams
- hash table
- frequent itemsets
- data structure
- mining algorithm
- frequent itemset mining
- itemset mining
- mining association rules
- pattern mining
- association rule mining
- mining frequent itemsets
- frequent patterns
- emerging patterns
- frequent pattern mining
- data mining algorithms
- sliding window
- frequent closed itemsets
- closed frequent itemsets
- maximal frequent itemsets
- frequent item sets
- association rules
- high utility itemsets
- interesting patterns
- streaming data
- closed patterns
- apriori algorithm
- space efficient
- locality sensitive hashing
- concept drift
- mining of frequent itemsets
- hash functions
- closed itemsets
- minimum support
- indexing methods
- data distribution
- block size
- query language
- database systems
- databases