Quantum Imprecise Bayesian Networks (QIBN) for Modelling Socio-Ecological-Technical Systems under Uncertainty.
Umberto AlibrandiEnrico ZioKhalid M. MosalamPublished in: ICSRS (2023)
Keyphrases
- technical systems
- bayesian networks
- conditional probabilities
- complex systems
- uncertain knowledge
- uncertain information
- fuzzy information
- imprecise data
- learning bayesian networks
- probabilistic knowledge
- handling uncertainty
- decision making
- inference in bayesian networks
- conditional independence
- quantum computation
- uncertain data
- graphical models
- structure learning
- partial information
- qualitative information
- probabilistic reasoning
- inherent uncertainty
- belief functions
- random variables
- probability distribution
- imprecise information
- channel capacity
- information retrieval
- multiply sectioned bayesian networks
- quantum mechanics
- diagnostic reasoning
- probability theory
- expected utility
- continuous variables
- decision theory
- hidden variables
- incomplete data
- probabilistic model