Exploration of monte-carlo based probabilistic query processing in uncertain graphs.
Tobias EmrichHans-Peter KriegelJohannes NiedermayerMatthias RenzAndré SuharthaAndreas ZüflePublished in: CIKM (2012)
Keyphrases
- monte carlo
- query processing
- uncertain databases
- markov chain
- monte carlo simulation
- uncertain data
- importance sampling
- monte carlo tree search
- probabilistic model
- simulation study
- bayesian networks
- monte carlo method
- temporal difference
- conditional probabilities
- index structure
- generative model
- stochastic approximation
- matrix inversion
- monte carlo methods
- point processes
- decision making
- markovian decision
- search algorithm
- adaptive sampling
- markov chain monte carlo
- state space
- global illumination