Data stream management and mining.
Georges HébrailPublished in: NATO ASI Mining Massive Data Sets for Security (2007)
Keyphrases
- data streams
- transactional data
- stream mining
- continuous data streams
- closed frequent itemsets
- data stream mining
- frequent closed itemsets
- multiple data streams
- frequent itemsets
- sliding window
- mining data streams
- information systems
- streaming data
- information management
- network monitoring
- itemsets
- management system
- web mining
- mining frequent itemsets
- periodic patterns
- space efficient
- mining of frequent itemsets
- data mining
- mining algorithm
- decision making
- knowledge discovery
- text mining
- concept drift
- data sets
- data distribution
- knowledge management
- stream data
- change detection
- high speed data streams
- decision support
- mining frequent closed itemsets
- massive data streams
- database systems
- data management
- data mining techniques
- frequent patterns
- outlier detection
- itemset mining
- frequent itemset mining
- network management