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» The Complexity of Logic-Based Abduction
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KR
2004
Springer
15 years 11 months ago
Inferential Complexity Control for Model-Based Abduction
We describe a technique for speeding up inference for model-based abduction tasks that trades off inference time and/or space for the fraction of queries correctly answered. We co...
Gregory M. Provan
IJCAI
1989
15 years 7 months ago
Normality and Faults in Logic-Based Diagnosis
Is there one logical de nition of diagnosis? In this paper I argue that the answer to this question is \no". This paper is about the pragmatics of using logic for diagnosis w...
David Poole
ECAI
2000
Springer
15 years 9 months ago
Verification Programs for Abduction
Abstract. We call verification the process of finding the actual explanation of a given set of manifestations. We consider an abductive setting, in which explanations are sets of a...
Paolo Liberatore, Francesco M. Donini
KR
1992
Springer
15 years 10 months ago
Abductive Plan Recognition and Diagnosis: A Comprehensive Empirical Evaluation
While it has been realized for quite some time within AI that abduction is a general model of explanation for a variety of tasks, there have been no empirical investigations into ...
Hwee Tou Ng, Raymond J. Mooney
IJCV
2011
63views more  IJCV 2011»
14 years 9 months ago
Predicate Logic Based Image Grammars for Complex Pattern Recognition
Vinay D. Shet, Maneesh Singh, Claus Bahlmann, Visv...