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Relaxed Abduction by Thomas Hubauer
Relaxed Abduction by Thomas Hubauer
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Relaxed Abduction

Robust Information Interpretation for Industrial Applications
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Description

Thomas Hubauer addresses the challenge of providing reasonable interpretations of incomplete observational data in the context of imperfect domain models – a situation often encountered in the context of industrial diagnostics. To tackle this problem, the author proposes a novel approach called Relaxed Abduction, which is able to derive pragmatic interpretations in situations where existing methods either fail or provide overly complex solutions. To strengthen the link to applications in industrial diagnostics, he develops a methodology to structure diagnosis problems according to ISO 13379 and express it using multiple description logic knowledge bases.

Author Biography:

Thomas Hubauer is a Research Scientist at the R&D department of a large German engineering company. His topics of interest range from ontologies and reasoning to machine learning and data analytics.
Release date Australia
June 10th, 2016
Pages
134
Edition
1st ed. 2016
Audience
  • Professional & Vocational
Illustrations
1 Illustrations, color; 10 Illustrations, black and white; XVII, 134 p. 11 illus., 1 illus. in color.
Dimensions
148x210x8
ISBN-13
9783658144067
Product ID
25448641

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