Selecting Uncertainty Calculi and Granularity: An Experiment in Trading-Off Precision and Complexity

27 Mar 2013 Piero P. Bonissone Keith S. Decker

The management of uncertainty in expert systems has usually been left to ad hoc representations and rules of combinations lacking either a sound theory or clear semantics. The objective of this paper is to establish a theoretical basis for defining the syntax and semantics of a small subset of calculi of uncertainty operating on a given term set of linguistic statements of likelihood... (read more)

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