Direct mining of discriminative patterns for classifying uncertain data.
Chuancong GaoJianyong WangPublished in: KDD (2010)
Keyphrases
- uncertain data
- mining frequent itemsets
- frequent patterns
- uncertain databases
- frequent itemsets
- knowledge discovery
- transaction databases
- probabilistic xml
- data streams
- itemsets
- frequent pattern mining
- mining algorithm
- naive bayes classification
- uncertain information
- spatial query processing
- mining frequent patterns
- probabilistic databases
- probability distribution functions
- association rule mining
- pattern growth
- pattern mining
- data mining
- uncertain data streams
- sequential patterns
- mining frequent
- frequent set mining
- sequential pattern mining
- transactional databases
- fp tree
- mining association rules
- pattern discovery
- data mining algorithms
- tree structure
- data mining techniques
- association rules
- machine learning