MCDB: a monte carlo approach to managing uncertain data.
Ravi JampaniFei XuMingxi WuLuis Leopoldo PerezChristopher M. JermainePeter J. HaasPublished in: SIGMOD Conference (2008)
Keyphrases
- monte carlo
- uncertain data
- uncertain databases
- markov chain
- monte carlo simulation
- mining frequent itemsets
- knowledge discovery
- probabilistic databases
- importance sampling
- naive bayes classification
- monte carlo tree search
- probabilistic xml
- frequent patterns
- uncertain information
- frequent itemsets
- data streams
- monte carlo methods
- adaptive sampling
- uncertain data streams
- matrix inversion
- variance reduction
- particle filter
- point processes
- text classification
- machine learning
- databases