A distance measure for bounding probabilistic belief change.
Hei ChanAdnan DarwichePublished in: Int. J. Approx. Reason. (2005)
Keyphrases
- distance measure
- belief change
- probability theory
- belief revision
- belief update
- similarity measure
- euclidean distance
- rationality postulates
- prime implicates
- minimal change
- propositional logic
- distance function
- bayesian networks
- nearest neighbor classifier
- probabilistic model
- uncertain data
- probabilistic logic
- horn logic
- dynamic time warping
- kullback leibler divergence
- possibility theory
- argumentation systems
- desirable properties
- edit distance
- conditional probabilities
- information theoretic
- feature vectors
- iterated belief revision