Thomas Hubauer
Relaxed Abduction
Robust Information Interpretation for Industrial Applications
Paperback Engels 2016 9783658144067
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Samenvatting
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.
Specificaties
ISBN13:9783658144067
Taal:Engels
Bindwijze:paperback
Uitgever:Springer Fachmedien Wiesbaden
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Inhoudsopgave
Formalizing Diagnostics Using Description Logics.- Formalization and Properties of Relaxed Abduction.- Solving Diagnostic Problems Using Relaxed Abduction.- Incremental Diagnostics.
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