Bayesian network construction using a fuzzy rule based approach for medical decision support.
Vasilios ZarikasElpiniki PapageorgiouPeter RegnerPublished in: Expert Syst. J. Knowl. Eng. (2015)
Keyphrases
- medical decision support
- bayesian networks
- intelligent systems
- fuzzy logic
- fuzzy sets
- probabilistic inference
- membership functions
- fuzzy rules
- fuzzy comprehensive evaluation model
- fuzzy set theory
- graphical models
- learning bayesian networks
- evidential reasoning
- construction process
- fuzzy reasoning
- neural network
- fuzzy numbers
- influence diagrams
- fuzzy clustering
- probability distribution
- probabilistic model
- fuzzy systems
- bayesian network inference
- probabilistic reasoning
- incomplete data
- inference in bayesian networks
- data sets
- evolutionary algorithm
- structural learning
- uncertain knowledge
- fuzzy classification
- probabilistic networks
- conditional probabilities
- structure learning
- causal relationships
- fuzzy neural network