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Management of knowledge imperfection in building intelligent systems [Elektronski vir]Roventa, EugeneThere are many good AI books. Usually they consecrate at most one or two chapters to the imprecision knowledge processing. This book is among the few books to be entirely dedicated to the treatment ... of knowledge imperfection when building intelligent systems. We consider that an entire book should be focused on this important aspect of knowledge processing. The expected audience for this book includes undergraduate students in computer science, IT&C, mathematics, business, medicine, etc., graduates, specialists and researchers in these fields. The subjects treated in the book include expert systems, knowledge representa-tion, reasoning under knowledge Imperfection (Probability Theory, Possibility Theory, Belief Theory, and Approximate Reasoning). Most of the examples discussed in details throughout the book are from the medical domain. Each chapter ends with a set of carefully pedagogically chosen exercises, which complete solution provided. Their understanding will trigger the comprehension of the theoretical notions, concepts and results. Features of the book: a) Comprehensive comparative approach to deal with most of the techniques of management of knowledge imperfection b) Breakthrough fuzzy techniques approach for handling real word imprecision c) Numerous examples throughout the book in the medical domain d) Each chapter is followed by a set of detailed solved exercisesVrsta gradiva - e-knjigaZaložništvo in izdelava - Berlin : Springer, cop. 2009Jezik - angleškiISBN - 978-3-540-77463-1; 3-540-77463-7COBISS.SI-ID - 1541257439
Povezava(-e):
SpringerLink e-books 2008-2012Celotno besedilo dostopno za uporabnike SpringerLink slovenskega konzorcija neprofitnih institucij
Full text accessible to the users of SpringerLink Slovenian Consortium of Non-Profit Institutions
DOI
Avtor
Roventa, Eugene
Drugi avtorji
Spircu, Tiberiu
Teme
Artificial intelligence |
Logic programming |
Expertensystem |
Fuzzy-Regelsystem |
Schlussfolgern |
Unvollkommene Information |
Wissensrevision |
Wissensverarbeitung |
Artificial intelligence |
Logic programming |
Ingénierie |
Electronic books
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