A theory of diagnosis from first principles
Artificial Intelligence
Artificial Intelligence
Probabilistic reasoning in intelligent systems: networks of plausible inference
Probabilistic reasoning in intelligent systems: networks of plausible inference
A spectrum of logical definitions of model-based diagnosis
Computational Intelligence
Characterizing diagnoses and systems
Artificial Intelligence
Conflict-based diagnosis: adding uncertainty to model-based diagnosis
IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence
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Conflict-based diagnosis is a recently proposed probabilistic method for model-based diagnosis, inspired by consistencybased diagnosis, that uses a measure of data conflict, called the diagnostic conflict measure, to rank diagnoses. In this paper, this method is refined using an abductive method that reuses part of the computation of the diagnostic conflict measure.