Relaxed Abduction Robust Information Interpretation for Industrial Applications /

• Main Author: Hubauer, Thomas (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Wiesbaden : Springer Fachmedien Wiesbaden : Imprint: Springer Vieweg, 2016.
• Subjects: Computer science.; Computer science > Mathematics.; Computers.; Applied mathematics.; Engineering mathematics.; Computer Science.; Mathematics of Computing.; Computing Methodologies.; Appl.Mathematics/Computational Methods of Engineering.

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 Rela...

Table of Contents:

• Formalizing Diagnostics Using Description Logics
• Formalization and Properties of Relaxed Abduction
• Solving Diagnostic Problems Using Relaxed Abduction
• Incremental Diagnostics.