Mining uncertain data with probabilistic guarantees.
Liwen SunReynold ChengDavid W. CheungJiefeng ChengPublished in: KDD (2010)
Keyphrases
- uncertain data
- uncertain databases
- mining frequent itemsets
- frequent patterns
- frequent itemsets
- knowledge discovery
- probabilistic databases
- mining algorithm
- probabilistic xml
- transaction databases
- mining frequent patterns
- frequent pattern mining
- uncertain data streams
- data streams
- itemsets
- naive bayes classification
- frequent itemset mining
- pattern growth
- data mining
- pattern mining
- spatial query processing
- formal semantics
- sequential pattern mining
- association rule mining
- uncertain information
- sequential patterns
- information retrieval
- probability distribution functions
- mining frequent
- web logs
- transactional databases
- data structure
- machine learning
- databases