Pivotal Pruning of Trade-offs in QPNs
Silja RenooijLinda C. van der GaagSimon ParsonsShaw GreenPublished in: CoRR (2013)
Keyphrases
- trade off
- qualitative probabilistic networks
- context specific
- probabilistic networks
- probabilistic reasoning
- pruning method
- search space
- bayesian networks
- effective pruning
- tree pruning
- causal independence
- bayesian belief networks
- pruning algorithm
- real time
- pruning algorithms
- pruning methods
- probabilistic inference
- decision making
- image sequences
- metadata
- database
- avoid overfitting
- graphical models
- database systems
- face recognition