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Titlebook: Symbolic and Quantitative Approaches to Reasoning and Uncertainty; European Conference Michael Clarke,Rudolf Kruse,Serafín Moral Conferenc

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Learning membership functions,y further examples. We show that the obtained classification is approximately correct with high probability. This justifies the obtained fuzzy sets within one particular classification problem, instead of relying on a subjective meaning of fuzzy predicates as normally done by a domain expert.
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Probabilistic network construction using the minimum description length principle,etwork structure that represents the same set of independencies gets assigned the same quality. This makes it is very suitable for the order optimization procedure as described in [4]. Preliminary test results show that the algorithm performs comparable to the algorithm based on the Bayesian approach [6].
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IDAGs: A perfect map for any distribution, that represents all conditional independencies and dependencies of a distribution. We present a new formalism that is able to do this for positive probability distributions. The main issue is to augment a DAG with a special kind of arcs that induce independencies. Furthermore, an efficient algorithm is presented for building these extended DAGs.
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A logic for reasoning about safety in decision support systems,asoning about the . of a decision support system. The proposed logical language makes provision for representing time, preferences, actions and also deontic and safety related operators such as “obligation”, “safety” and “authorisation”.
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A unifying logical framework for reason maintenance,l Horn clauses, we‘ll admit arbitrary logics, e.g. full first order language. This enables us to characterize systems as a whole, including both the reason maintenance component and the problem solver, nevertheless maintaining a separation between the basic logic and the part that describes the label propagation.
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Conference proceedings 1993ain, incomplete, orinconsistent information. A variety of formalisms have beendeveloped, including nonmonotonic logic, fuzzysets,possibility theory, belief functions, and dynamic modelsofreasoning such as belief revision and Bayesian networks.Several European research projects have been formed in th
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