Partitioning Approach to Collocation Pattern Mining in Limited Memory Environment Using Materialized iCPI-Trees.
Pawel BoinskiMaciej ZakrzewiczPublished in: ADBIS (2) (2012)
Keyphrases
- pattern mining
- limited memory
- real time
- mining algorithm
- frequent patterns
- pattern discovery
- memory space
- frequent pattern mining
- itemsets
- sequential patterns
- graph mining
- data mining
- sequential pattern mining
- data streams
- interesting patterns
- frequent itemset mining
- domain driven
- quasi newton method
- tree structure
- data mining techniques
- mining frequent
- closed patterns
- memory requirements
- sliding window
- graph patterns
- past observations