Matlatzinca: A PyBANSHEE-based graphical user interface for elicitation of non-parametric Bayesian networks from experts.
Guus RongenOswaldo Morales-NápolesPublished in: SoftwareX (2024)
Keyphrases
- graphical user interface
- bayesian networks
- user friendly
- visualization tool
- graphical user interfaces
- learning bayesian networks
- probability distribution
- conditional independence
- probabilistic reasoning
- inference in bayesian networks
- incomplete data
- probabilistic model
- graphical models
- structure learning
- parameter learning
- probability density function
- expert knowledge
- domain experts
- human experts
- preference elicitation
- bayesian network structures
- bayesian network learning
- approximate inference
- conditional probabilities
- requirements elicitation
- random variables
- multiply sectioned bayesian networks
- structural models
- diagnostic reasoning
- user interface
- bayesian network classifiers
- decision makers
- data sets
- gaussian processes