Towards a Faster Inference Algorithm in Multiply Sectioned Bayesian Networks.
Karen H. JinDan WuPublished in: Canadian Conference on AI (2008)
Keyphrases
- multiply sectioned bayesian networks
- learning algorithm
- detection algorithm
- computational complexity
- cost function
- dynamic programming
- memory efficient
- worst case
- genetic algorithm
- inference mechanism
- inference process
- objective function
- simulated annealing
- np hard
- particle swarm optimization
- expectation maximization
- segmentation algorithm
- parameter estimation
- energy function
- decision problems
- times faster
- convergence rate
- highly efficient
- probabilistic model
- search space
- optimal solution