Top- k Frequent Patterns in Streams and Parameterized-Space LZ Compression.
Patrick DinklageJohannes FischerNicola PrezzaPublished in: SEA (2024)
Keyphrases
- frequent patterns
- frequent pattern mining
- pattern mining
- mining frequent patterns
- compressed text
- mining algorithm
- compression scheme
- data structure
- itemsets
- sequential patterns
- interesting patterns
- data streams
- discovery of frequent patterns
- mining frequent
- tree structure
- candidate patterns
- uncertain data
- transaction databases
- image compression
- data mining
- association rules
- query processing
- apriori algorithm
- minimum support
- closed patterns
- pattern growth
- transactional databases
- candidate generation
- sequential pattern mining
- streaming data
- frequent itemsets
- compression ratio
- emerging patterns
- fp tree
- data compression
- frequent pattern mining algorithms
- compression algorithm
- small number
- frequent itemset mining
- sliding window
- association rule mining
- frequent pattern tree