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Titlebook: Nonmonotonic and Inductive Logic; Second International Gerhard Brewka,Klaus P. Jantke,Peter H. Schmitt Conference proceedings 1993 Springer

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A tutorial on Nonmonotonic Reasoning,ared to retract previously drawn inferences. To exhibit the classic example: if all we know about Tweety is that he is bird, then we plausibly conclude that he can fly; on learning that Tweety is a penguin, we withdraw that conclusion. We call this reasoning nonmonotonic because the set of plausible
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On the sample complexity of various learning strategies in the probabilistic PAC learning paradigms the hypothesized model and how well it explains the data have been shown to be effective. There are several strategies which fall into this general category, such as the minimum description length (MDL) principle and Occam‘s Razor. In this paper, we give au intuitive account of the reason why hypot
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A polynomial time algorithm for finding finite unions of tree pattern languages, of a tree pattern. In this paper, we deal with the class of tree languages whose language is defined as a union of at most . tree pattern languages, where . is an arbitrary fixed positive number. In particular, We present a polynomial time algorithm that, given a finite set of trees, to find a set
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Towards efficient inductive synthesis: Rapid construction of local regularities,s problem is well studied and is known to be very hard in the general case. In this paper we address a special case of the problem, when the target function can be expressed as a simple composition of known functions. We propose a new inductive synthesis algorithm for this case and show that it is e
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Deduction with supernormal defaults, minimal or preferential entailment and show that the semantics given in [Bre91] has to be modified in order to be equivalent to a preferential model approach. Concering the multiple extension problem, we introduce the careful view as an alternative to the credulous and skeptical one, which is neede
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