Abductive Inference Models for Diagnostic Problem-Solving

Abductive Inference Models for Diagnostic Problem-Solving
Author :
Publisher : Springer Science & Business Media
Total Pages : 293
Release :
ISBN-10 : 9781441986825
ISBN-13 : 1441986820
Rating : 4/5 (820 Downloads)

Book Synopsis Abductive Inference Models for Diagnostic Problem-Solving by : Yun Peng

Download or read book Abductive Inference Models for Diagnostic Problem-Solving written by Yun Peng and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 293 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.


Abductive Inference Models for Diagnostic Problem-Solving Related Books

Abductive Inference Models for Diagnostic Problem-Solving
Language: en
Pages: 293
Authors: Yun Peng
Categories: Computers
Type: BOOK - Published: 2012-12-06 - Publisher: Springer Science & Business Media

GET EBOOK

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
Abductive Inference
Language: en
Pages: 322
Authors: John R. Josephson
Categories: Computers
Type: BOOK - Published: 1996-08-28 - Publisher: Cambridge University Press

GET EBOOK

This book is about abduction, 'the logic of Sherlock Holmes', and about how some kinds of abductive reasoning can be programmed in a computer. The work brings t
Abductive Reasoning
Language: en
Pages: 320
Authors: Douglas Walton
Categories: Language Arts & Disciplines
Type: BOOK - Published: 2014-05-15 - Publisher: University of Alabama Press

GET EBOOK

A study of the role of abductive inference in everyday argumentation and legal evidence Examines three areas in which abductive reasoning is especially importan
The Myth of Artificial Intelligence
Language: en
Pages: 321
Authors: Erik J. Larson
Categories: Computers
Type: BOOK - Published: 2021-04-06 - Publisher: Belknap Press

GET EBOOK

“Exposes the vast gap between the actual science underlying AI and the dramatic claims being made for it.” —John Horgan “If you want to know about AI, r
Abductive Reasoning
Language: en
Pages: 246
Authors: Atocha Aliseda
Categories: Philosophy
Type: BOOK - Published: 2006-02-16 - Publisher: Springer Science & Business Media

GET EBOOK

Abductive Reasoning: Logical Investigations into Discovery and Explanation is a much awaited original contribution to the study of abductive reasoning, providin