Consequences of the minimum specificity principle on conditioning and on independence in possibility theory.
Giulianella ColettiDavide PetturitiBarbara VantaggiPublished in: Int. J. Approx. Reason. (2023)
Keyphrases
- possibility theory
- conditional independence
- independence assumption
- expected utility theory
- possibilistic logic
- decision making under uncertainty
- nonmonotonic reasoning
- incomplete information
- qualitative decision theory
- probability theory
- fuzzy set theory
- possibility distributions
- belief revision
- graphical models
- causal networks
- bayesian networks
- directed acyclic graph
- random variables
- belief functions
- causal models
- knowledge discovery
- decision theory
- machine learning
- logic programs
- general purpose
- pattern recognition
- knowledge base
- genetic algorithm