Structural Fusion of Bayesian Networks with Limited Treewidth Using Genetic Algorithms.
Pablo TorrijosJosé A. GámezJosé Miguel PuertaPublished in: CEC (2024)
Keyphrases
- bayesian networks
- genetic algorithm
- structural models
- structure learning
- upper bound
- information fusion
- search space
- probabilistic reasoning
- hidden variables
- incomplete data
- boolean functions
- neural network
- fusion method
- expert knowledge
- structural information
- data fusion
- conditional probabilities
- objective function
- multi sensor
- space complexity
- conditional independence
- naive bayes
- np complete
- probabilistic model
- complex domains
- fusion framework
- expert systems