By Grossi M.

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Therefore decision rules are not true or false but probable (possible) only. Some Issues on Rough Sets 49 Fig. 14. Decision network for flow graph from Figure 6 In this paper we compare inference rules and decision rules in the context of decision networks, proposed by the author as a new approach to analyze reasoning patterns in data. Decision network is a set of logical formulas together with a binary relation over the set of formulas, called a consequence relation. Elements of the relation are called decision rules.

Lecture Notes in Computer Science. Springer-Verlag, Heidelberg, Germany (2004) 18. : Rough Sets: Theoretical Aspects of Reasoning about Data. Volume 9 of System Theory, Knowledge Engineering and Problem Solving. Kluwer Academic Publishers, Dordrecht, The Netherlands (1991) 19. : Intelligent Decision Support - Handbook of Applications and Advances of the Rough Sets Theory. Volume 11 of System Theory, Knowledge Engineering and Problem Solving. Kluwer Academic Publishers, Dordrecht, The Netherlands (1992) 20.

A prior distribution, which is supposed to represent what is known about unknown parameters before the data is available, plays an important role in Bayesian analysis. Such a distribution can be used to represent prior knowledge or relative ignorance” [68]. 3 Decision Tables and Bayes’ Theorem In this section we will show that decision tables satisfy Bayes’ theorem but the meaning of this theorem differs essentially from the classical Bayesian methodology. ) determined, when some conditions are satisfied.

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Nodal solutions for an elliptic problem involving large nonlinearities by Grossi M.


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