Efficient Inference in Dynamic Belief Networks with Variable Temporal Resolution.
Tim A. WilkinAnn E. NicholsonPublished in: PRICAI (2000)
Keyphrases
- belief networks
- efficient inference
- probabilistic inference
- exact inference
- temporal resolution
- junction tree
- graphical models
- structured prediction
- conditional probabilities
- probability distribution
- approximate inference
- spatial resolution
- influence diagrams
- bayesian networks
- belief propagation
- frame rate
- computer vision
- computational complexity
- temporal logic
- conditional random fields
- probabilistic model