Relaxed Abduction

Robust Information Interpretation for Industrial Applications

Authors: Hubauer, Thomas

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About this book

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.

About the authors

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.

Table of contents (5 chapters)

Table of contents (5 chapters)

Buy this book

eBook $59.99
price for USA (gross)
  • ISBN 978-3-658-14407-4
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $79.99
price for USA
  • ISBN 978-3-658-14406-7
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.

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Bibliographic Information

Bibliographic Information
Book Title
Relaxed Abduction
Book Subtitle
Robust Information Interpretation for Industrial Applications
Authors
Copyright
2016
Publisher
Springer Vieweg
Copyright Holder
Springer Fachmedien Wiesbaden
eBook ISBN
978-3-658-14407-4
DOI
10.1007/978-3-658-14407-4
Softcover ISBN
978-3-658-14406-7
Edition Number
1
Number of Pages
XVII, 134
Number of Illustrations
10 b/w illustrations, 1 illustrations in colour
Topics