Implementation and Performance Evaluation of a Parallelization of Estimation of Bayesian Network Algorithms.
Alexander MendiburuJosé Miguel-AlonsoJosé Antonio LozanoPublished in: Parallel Process. Lett. (2006)
Keyphrases
- efficient implementation
- bayesian networks
- orders of magnitude
- bayesian network inference
- learning algorithm
- data structure
- significant improvement
- parallel implementations
- optimization problems
- computationally efficient
- parallel algorithm
- times faster
- theoretical analysis
- scoring metrics
- inference in bayesian networks
- conditional probabilities
- machine learning
- probability distribution
- computational cost
- genetic algorithm