A new approach for probability calculation of fuzzy events in Bayesian Networks.
Duygu IçenDerya ErselPublished in: Int. J. Approx. Reason. (2019)
Keyphrases
- bayesian networks
- conditional probabilities
- probability distribution
- posterior probability
- subjective probabilities
- fuzzy sets
- fuzzy logic
- fuzzy numbers
- membership functions
- event detection
- probabilistic inference
- conditional independence
- causal relationships
- bayesian network learning
- structure learning
- fuzzy controller
- graphical models
- inference in bayesian networks
- calculation method
- learning bayesian networks
- probabilistic reasoning
- fuzzy clustering
- expert systems
- fuzzy rules
- temporal patterns
- incomplete data
- neuro fuzzy
- event sequences
- bayesian belief networks
- probabilistic model
- neural network