TY  - BOOK
AU  - Hubauer,Thomas
ED  - SpringerLink (Online service)
TI  - Relaxed Abduction: Robust Information Interpretation for Industrial Applications 
SN  - 9783658144074
AV  - QA76.9.M35 
U1  - 004.0151 23
PY  - 2016///
CY  - Wiesbaden
PB  - Springer Fachmedien Wiesbaden, Imprint: Springer Vieweg
KW  - Computer science
KW  - Mathematics
KW  - Computers
KW  - Applied mathematics
KW  - Engineering mathematics
KW  - Computer Science
KW  - Mathematics of Computing
KW  - Computing Methodologies
KW  - Appl.Mathematics/Computational Methods of Engineering
N1  - Formalizing Diagnostics Using Description Logics -- Formalization and Properties of Relaxed Abduction -- Solving Diagnostic Problems Using Relaxed Abduction -- Incremental Diagnostics
N2  - 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. Contents Formalizing Diagnostics Using Description Logics Formalization and Properties of Relaxed Abduction Solving Diagnostic Problems Using Relaxed Abduction Incremental Diagnostics Target Groups Researchers and students of computer science, knowledge management, and applied mathematics Practitioners in the area of industrial diagnostics and maintenance The Author 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
UR  - http://148.231.10.114:2048/login?url=http://dx.doi.org/10.1007/978-3-658-14407-4
ER  -