Articles liés à Abductive Inference Models for Diagnostic Problem-solving
Synopsis
This book is about reasoning with causal associations during diagnostic problem-solving. It formalizes several currently vague notions of abductive inference in the context of diagnosis. The result is a mathematical model of diagnostic reasoning called parsimonious covering theory. Within this diagnostic, problems and important relevant concepts are formally defined, properties of diagnostic problem-solving are identified and analyzed, and algorithms for finding plausible explanations in different situations are given along with proofs of their correctness. Another feature of this book is the integration of parsimonious covering theory and probability theory. Based on underlying cause-effect relations, the resulting probabilistic causal model generalized Bayesian classification to diagnostic problems where multiple disorders (faults) may occur simultaneously. Both sequential best-first search algorithms and parallel connectionist (neural network) algorithms for finding the most probable hypothesis are provided. This book should appeal to both theoretical researchers and practitioners. For researchers in artificial intelligence and cognitive science, it provides a coherent presentation of a new theory of diagnostic inference. For engineers and developers of automated diagnostic systems or systems solving other abductive tasks, the book may provide useful insights, guidance, or even directly workable algorithms.
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Abductive Inference Models for Diagnostic Problem-solving
Edité par
Springer-Verlag Berlin and Heidelberg GmbH & Co. K, 1990
ISBN 10 : 3540973435
ISBN 13 : 9783540973430
Ancien ou d'occasion
Couverture rigide
Vendeur : Ammareal, Morangis, France
Évaluation du vendeur 5 sur 5 étoiles
Hardcover. Etat : Très bon. Ancien livre de bibliothèque. Petite(s) trace(s) de pliure sur la couverture. Légères traces d'usure sur la couverture. Salissures sur la tranche. Couverture différente. Edition 1990. Ammareal reverse jusqu'à 15% du prix net de cet article à des organisat ENGLISH DESCRIPTION Book Condition: Used, Very good. Former library book. Slightly creased cover. Slight signs of wear on the cover. Stains on the edge. Different cover. Edition 1990. Ammareal gives back up to 15% of this item's net price to charity organizations. N° de réf. du vendeur E-573-933
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