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» The Complexity of Logic-Based Abduction
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KR
2004
Springer
13 years 10 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
13 years 6 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
13 years 8 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
13 years 9 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»
12 years 8 months ago
Predicate Logic Based Image Grammars for Complex Pattern Recognition
Vinay D. Shet, Maneesh Singh, Claus Bahlmann, Visv...