Synopsis
This book is about reasoning with causal associations during diagnostic problem-solving. The authors develop a mathematical model called parsimonious covering theory and link it with probability theory.
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Abductive Inference Models for Diagnostic Problem-Solving (Artificial Intelligence)
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Abductive Inference Models for Diagnostic Problem-Solving
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Springer New York Nov 2012, 2012
ISBN 10 : 1461264502
ISBN 13 : 9781461264507
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Taschenbuch. Etat : Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -Making a diagnosis when something goes wrong with a natural or m- made system can be difficult. In many fields, such as medicine or electr- ics, a long training period and apprenticeship are required to become a skilled diagnostician. During this time a novice diagnostician is asked to assimilate a large amount of knowledge about the class of systems to be diagnosed. In contrast, the novice is not really taught how to reason with this knowledge in arriving at a conclusion or a diagnosis, except perhaps implicitly through ease examples. This would seem to indicate that many of the essential aspects of diagnostic reasoning are a type of intuiti- based, common sense reasoning. More precisely, diagnostic reasoning can be classified as a type of inf- ence known as abductive reasoning or abduction. Abduction is defined to be a process of generating a plausible explanation for a given set of obs- vations or facts. Although mentioned in Aristotle's work, the study of f- mal aspects of abduction did not really start until about a century ago. 300 pp. Englisch. N° de réf. du vendeur 9781461264507
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Abductive Inference Models for Diagnostic Problem-Solving
Edité par
Springer New York, 2012
ISBN 10 : 1461264502
ISBN 13 : 9781461264507
Neuf
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Etat : New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Making a diagnosis when something goes wrong with a natural or m- made system can be difficult. In many fields, such as medicine or electr- ics, a long training period and apprenticeship are required to become a skilled diagnostician. During this time a nov. N° de réf. du vendeur 4189103
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Abductive Inference Models for Diagnostic Problem-Solving
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Springer-Verlag New York Inc., 2012
ISBN 10 : 1461264502
ISBN 13 : 9781461264507
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Abductive Inference Models for Diagnostic Problem-Solving (Symbolic Computation / Artificial Intelligence)
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Abductive Inference Models for Diagnostic Problem-Solving
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Taschenbuch. Etat : Neu. Abductive Inference Models for Diagnostic Problem-Solving | Yun Peng (u. a.) | Taschenbuch | xii | Englisch | 2012 | Springer | EAN 9781461264507 | Verantwortliche Person für die EU: Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg, juergen[dot]hartmann[at]springer[dot]com | Anbieter: preigu. N° de réf. du vendeur 105651982
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Abductive Inference Models for Diagnostic Problem-Solving
Edité par
Springer New York, Springer New York Nov 2012, 2012
ISBN 10 : 1461264502
ISBN 13 : 9781461264507
Neuf
Taschenbuch
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Taschenbuch. Etat : Neu. This item is printed on demand - Print on Demand Titel. Neuware -Making a diagnosis when something goes wrong with a natural or m- made system can be difficult. In many fields, such as medicine or electr- ics, a long training period and apprenticeship are required to become a skilled diagnostician. During this time a novice diagnostician is asked to assimilate a large amount of knowledge about the class of systems to be diagnosed. In contrast, the novice is not really taught how to reason with this knowledge in arriving at a conclusion or a diagnosis, except perhaps implicitly through ease examples. This would seem to indicate that many of the essential aspects of diagnostic reasoning are a type of intuiti- based, common sense reasoning. More precisely, diagnostic reasoning can be classified as a type of inf- ence known as abductive reasoning or abduction. Abduction is defined to be a process of generating a plausible explanation for a given set of obs- vations or facts. Although mentioned in Aristotle's work, the study of f- mal aspects of abduction did not really start until about a century ago.Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg 300 pp. Englisch. N° de réf. du vendeur 9781461264507
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Abductive Inference Models for Diagnostic Problem-Solving
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Taschenbuch. Etat : Neu. Druck auf Anfrage Neuware - Printed after ordering - Making a diagnosis when something goes wrong with a natural or m- made system can be difficult. In many fields, such as medicine or electr- ics, a long training period and apprenticeship are required to become a skilled diagnostician. During this time a novice diagnostician is asked to assimilate a large amount of knowledge about the class of systems to be diagnosed. In contrast, the novice is not really taught how to reason with this knowledge in arriving at a conclusion or a diagnosis, except perhaps implicitly through ease examples. This would seem to indicate that many of the essential aspects of diagnostic reasoning are a type of intuiti- based, common sense reasoning. More precisely, diagnostic reasoning can be classified as a type of inf- ence known as abductive reasoning or abduction. Abduction is defined to be a process of generating a plausible explanation for a given set of obs- vations or facts. Although mentioned in Aristotle's work, the study of f- mal aspects of abduction did not really start until about a century ago. N° de réf. du vendeur 9781461264507
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Abductive Inference Models for Diagnostic Problem-Solving (Symbolic Computation)
Edité par
Springer, 2012
ISBN 10 : 1461264502
ISBN 13 : 9781461264507
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