Improved Counter Based Algorithms for Frequent Pairs Mining in Transactional Data Streams.
Konstantin KutzkovPublished in: ECML/PKDD (1) (2012)
Keyphrases
- data streams
- continuous data streams
- frequent subtree mining
- sensor networks
- data mining techniques
- data stream mining
- subgraph mining
- computational complexity
- significant improvement
- stream mining
- itemsets
- data sets
- classification algorithm
- evolving data streams
- mining algorithm
- web mining
- data structure
- data mining
- pattern discovery
- streaming data
- limited memory
- sliding window
- worst case
- database systems
- high speed data streams
- learning algorithm