A Bayesian Framework for Modifications of Probabilistic Relational Data.
Debabrata DeySumit SarkarPublished in: ICIS (1996)
Keyphrases
- relational data
- bayesian framework
- generative model
- posterior probability
- relational databases
- statistical relational learning
- prior knowledge
- structured data
- hyperparameters
- relational learning
- probabilistic model
- bayesian formulation
- posterior distribution
- relational domains
- maximum a posteriori
- xml documents
- gaussian process
- expectation maximization
- prior distribution
- xml data
- relational clustering
- probability density function
- bayesian networks
- data objects
- em algorithm
- relational classification
- machine learning
- bayesian inference
- probabilistic reasoning
- markov random field
- query processing
- relational structures
- decision trees
- learning algorithm
- multi type