{"product_id":"relaxed-abduction-robust-information-interpretation-for-industrial-applications-9783658144067","title":"Relaxed Abduction: Robust Information Interpretation for Industrial Applications","description":"\u003cp\u003e • Author(s): Thomas Hubauer\u003cbr\u003e • Publisher: Springer\u003cbr\u003e • Publisher Imprint: Springer Vieweg\u003cbr\u003e • BISAC: Data Science - General\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cb\u003eFrom the Back Cover\u003c\/b\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003eThomas 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.\u003c\/p\u003e\u003cp\u003e\u003cb\u003eContents\u003c\/b\u003e\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eFormalizing Diagnostics Using Description Logics\u003c\/li\u003e\n\u003cli\u003eFormalization and Properties of Relaxed Abduction\u003c\/li\u003e\n\u003cli\u003eSolving Diagnostic Problems Using Relaxed Abduction\u003c\/li\u003e\n\u003cli\u003eIncremental Diagnostics \u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003e\u003cb\u003eTarget Groups\u003c\/b\u003e\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eResearchers and students of computer science, knowledge management, and applied mathematics\u003c\/li\u003e\n\u003cli\u003ePractitioners in the area of industrial diagnostics and maintenance\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003e\u003cb\u003eThe Author\u003cbr\u003e\u003c\/b\u003e\u003cb\u003eThomas Hubauer\u003c\/b\u003e is a Research Scientist at the R\u0026amp;D department of a large German engineering company. His topics of interest range from ontologies and reasoning to machine learning and data analytics.\u003c\/p\u003e","brand":"Springer","offers":[{"title":"Paperback","offer_id":45277280469143,"sku":"9783658144067","price":3672.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9783658144067.webp?v=1769287959","url":"https:\/\/atlanticbooks.com\/products\/relaxed-abduction-robust-information-interpretation-for-industrial-applications-9783658144067","provider":"Atlantic Books","version":"1.0","type":"link"}