A Distance Measure for Bounding Probabilistic Belief Change.
Hei ChanAdnan DarwichePublished in: AAAI/IAAI (2002)
Keyphrases
- distance measure
- belief change
- probability theory
- belief revision
- euclidean distance
- belief update
- similarity measure
- distance function
- propositional logic
- prime implicates
- kullback leibler
- probabilistic model
- rationality postulates
- dynamic time warping
- horn logic
- minimal change
- belief set
- bayesian networks
- nearest neighbor classifier
- kullback leibler divergence
- uncertain data
- probabilistic logic
- default reasoning
- belief networks
- information theoretic
- update operators
- domain knowledge