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- W83040221 abstract "In this chapter, it is explained how Gaussian hints can be placed in the axiomatic framework of the valuation calculus described by Shenoy and Shafer [44]. This theory provides the necessary tools and conditions for efficiently computing with so-called valuations, which are abstract generalizations of probability measures, possibility measures and belief functions. As will be shown in the next chapter, this general framework allows us to apply an efficient local propagation procedure to determine the Gaussian hint representing the knowledge about a set of variables that can be inferred from the available information. The local propagation procedure is a general technique used to simplify computations which is based on the idea that, under some conditions, it is correct to perform computations on domains that are much smaller than the original domain." @default.
- W83040221 created "2016-06-24" @default.
- W83040221 creator A5086843091 @default.
- W83040221 date "2003-01-01" @default.
- W83040221 modified "2023-09-27" @default.
- W83040221 title "Gaussian Hints as a Valuation System" @default.
- W83040221 doi "https://doi.org/10.1007/978-3-642-51746-4_6" @default.
- W83040221 hasPublicationYear "2003" @default.
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