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Abductive inference models for diagnostic problem-solving - Info and Reading Options

"Abductive inference models for diagnostic problem-solving" is published by Springer-Verlag in c1990 - New York (State), the book is classified in bibliography genre, it has 1 pages and the language of the book is English.


“Abductive inference models for diagnostic problem-solving” Metadata:

  • Title: ➤  Abductive inference models for diagnostic problem-solving
  • Authors:
  • Language: English
  • Number of Pages: 1
  • Publisher: Springer-Verlag
  • Publish Date:
  • Publish Location: New York (State)
  • Genres: bibliography
  • Dewey Decimal Classification: 006.3
  • Library of Congress Classification: Q335 .P414 1990

“Abductive inference models for diagnostic problem-solving” Subjects and Themes:

Edition Specifications:

  • Number of Pages: xii, 284 p. : ill. ; 25 cm.

Edition Identifiers:

AI-generated Review of “Abductive inference models for diagnostic problem-solving”:


"Abductive inference models for diagnostic problem-solving" Table Of Contents:

  • 1- 1 Abduction and Diagnostic Inference
  • 2- 2 Computational Models for Diagnostic Problem Solving
  • 3- 3 Basics of Parsimonious Covering Theory
  • 4- 4 Probabilistic Causal Model
  • 5- 5 Diagnostic Strategies in the Probabilistic Causal Model
  • 6- 6 Causal Chaining
  • 7- 7 Parallel Processing for Diagnostic Problem
  • 8- olving
  • 9- 8 Conclusion.

"Abductive inference models for diagnostic problem-solving" Description:

Harvard Library:

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.

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