Quantifying knowledge with a new calculus for belief functions - a generalization of probability theory.
Timber KerkvlietRonald W. J. MeesterPublished in: CoRR (2015)
Keyphrases
- belief functions
- probability theory
- uncertain reasoning
- dempster shafer theory
- dempster shafer
- algebraic structure
- uncertain information
- reasoning under uncertainty
- possibility theory
- probability function
- knowledge representation
- probabilistic logic
- conditional independence
- evidential reasoning
- inference rules
- combination rule
- knowledge base
- expected utility
- reasoning process
- decision theory
- fuzzy numbers
- handling uncertainty
- bayesian networks
- feature extraction
- markov tree
- real time
- parameter estimation
- multi agent systems
- genetic algorithm