Probabilistic reasoning in intelligent systems is a complete and accessible account of the theoretical foundations and computational methods that underlie plausible reasoning under uncertainty the author provides a coherent explication of probability as a language for reasoning with partial belief and offers a unifying perspective on other ai approaches to uncertainty such as the dempster shafer formalism truth maintenance systems and nonmonotonic logic. Probabilistic reasoning in intelligent systems networks of plausible inference representation and reasoning 3 18 downloaded from corporatevaultemersonedu on december 27 2020 by guest distinguishes syntactic and semantic approaches to uncertainty and offers techniques based on belief networks that provide a mechanism for. Probabilistic reasoning in intelligent systems is a complete and accessible account of the theoretical foundations and computational methods that underlie plausible reasoning under uncertainty the author provides a coherent explication of probability as a language for reasoning with partial belief and offers a unifying perspective on other ai approaches to uncertainty such as the dempster shafer formalism truth maintenance systems and nonmonotonic logic. From the publisher probabilistic reasoning in intelligent systems is a complete andaccessible account of the theoretical foundations and computational methods that underlie plausible reasoning under uncertainty the author provides a coherent explication of probability as a language for reasoning with partial belief and offers a unifying perspective on other ai approaches to uncertainty such as the dempster shafer formalism truth maintenance systems and nonmonotonic logic the author . Probabilistic reasoning in intelligent systems networks of plausible inference probabilistic reasoning in intelligent systems networks of plausible inference 1988 abstract no abstract available cited by holtzen s van den broeck g and millstein t 2020 scaling exact inference for discrete probabilistic programs proceedings of the acm on programming languages 4oopsla 1 31