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» Nonmonotonic Reasoning in Probabilistics
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KR
1998
Springer
13 years 11 months ago
Specifying Transactions for Extended Abduction
Extended abduction introduced by Inoue and Sakama (1995) generalizes traditional abduction in the sense that it can compute negative explanations by removing hypotheses from a non...
Katsumi Inoue, Chiaki Sakama
ISIPTA
2005
IEEE
151views Mathematics» more  ISIPTA 2005»
14 years 29 days ago
Towards a Unifying Theory of Logical and Probabilistic Reasoning
Logic and probability theory have both a long history in science. They are mainly rooted in philosophy and mathematics, but are nowadays important tools in many other fields such...
Rolf Haenni
WWW
2009
ACM
14 years 2 months ago
Instance-based probabilistic reasoning in the semantic web
Most of the approaches for dealing with uncertainty in the Semantic Web rely on the principle that this uncertainty is already asserted. In this paper, we propose a new approach t...
Pedro Oliveira, Paulo Gomes
KR
2010
Springer
14 years 5 days ago
Finding Explanations of Inconsistency in Multi-Context Systems
We provide two approaches for explaining inconsistency in multi-context systems, where decentralized and heterogeneous system parts interact via nonmonotonic bridge rules. Inconsi...
Thomas Eiter, Michael Fink, Peter Schüller, A...
ICLP
2010
Springer
13 years 10 months ago
Inductive Logic Programming as Abductive Search
We present a novel approach to non-monotonic ILP and its implementation called tal (Top-directed Abductive Learning). tal overcomes some of the completeness problems of ILP systems...
Domenico Corapi, Alessandra Russo, Emil Lupu