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» Testing Triangle-Freeness in General Graphs
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KBSE
2007
IEEE
15 years 6 months ago
Context-aware statistical debugging: from bug predictors to faulty control flow paths
Effective bug localization is important for realizing automated debugging. One attractive approach is to apply statistical techniques on a collection of evaluation profiles of pr...
Lingxiao Jiang, Zhendong Su
ICPP
1992
IEEE
15 years 3 months ago
A unifying Framework for Distributed Routing Algorithms
-- Distributed routing algorithms presented in the literature have tended to be specific to a particular network topology. In order to test the applicability of various routing str...
Alan Rooks, Bruno R. Preiss
ILP
2000
Springer
15 years 3 months ago
Induction of Recursive Theories in the Normal ILP Setting: Issues and Solutions
Induction of recursive theories in the normal ILP setting is a complex task because of the non-monotonicity of the consistency property. In this paper we propose computational solu...
Floriana Esposito, Donato Malerba, Francesca A. Li...
FLAIRS
2000
15 years 1 months ago
Independence Semantics for BKBs
Bayesian KnowledgeBases (BKB)are a rule-based probabilistic modelthat extend BayesNetworks(BN), by allowing context-sensitive independenceand cycles in the directed graph. BKBshav...
Solomon Eyal Shimony, Eugene Santos Jr., Tzachi Ro...
NIPS
2004
15 years 1 months ago
Expectation Consistent Free Energies for Approximate Inference
We propose a novel a framework for deriving approximations for intractable probabilistic models. This framework is based on a free energy (negative log marginal likelihood) and ca...
Manfred Opper, Ole Winther