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Sinopsis
Interval computing combined with fuzzy logic has become an emerging tool in studying artificial intelligence and knowledge processing (AIKP) applications since it models uncertainties frequently raised in the field. This book provides introductions for both interval and fuzzy computing in a very accessible style.
Application algorithms covered in this book include quantitative and qualitative data mining with interval valued datasets, decision making systems with interval valued parameters, interval valued Nash games and interval weighted graphs. Successful applications in studying finance and economics, etc are also included.
This book can serve as a handbook or a text for readers interested in applying interval and soft computing for AIKP.
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De la contraportada
Massive datasets, made available today by modern technologies, present a significant challenge to scientists who need to effectively and efficiently extract relevant knowledge and information.
Due to their ability to model uncertainty, interval and soft computing techniques have been found to be effective in this extraction. This book provides coverage of the basic theoretical foundations for applying these techniques to artificial intelligence and knowledge processing.
The first three chapters provide the background needed for those who are unfamiliar with interval and soft computing techniques. The following chapters describe innovative algorithms and their applications to knowledge processing.
In particular, these chapters cover computing techniques for interval linear systems of equations, interval matrix singular-value decomposition, interval function approximation, and decision making with statistical and graph-based data processing. To enable these applications, the book presents a standards-based object-oriented interval computing environment in C++.
By providing the necessary background and summarizing recent results and successful applications, this self-contained book will serve as a useful resource for researchers and practitioners wanting to learn interval and soft computing techniques and apply them to artificial intelligence and knowledge processing.
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Knowledge Processing with Interval and Soft Computing (Advanced Information and Knowledge Processing)
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Knowledge Processing With Interval and Soft Computing
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Knowledge Processing with Interval and Soft Computing (Advanced Information and Knowledge Processing)
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Knowledge Processing with Interval and Soft Computing (Paperback)
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Springer London Ltd, England, 2010
ISBN 10: 1849967849
ISBN 13: 9781849967846
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Paperback. Condición: new. Paperback. Interval computing combined with fuzzy logic has become an emerging tool in studying artificial intelligence and knowledge processing (AIKP) applications since it models uncertainties frequently raised in the field. This book provides introductions for both interval and fuzzy computing in a very accessible style.Application algorithms covered in this book include quantitative and qualitative data mining with interval valued datasets, decision making systems with interval valued parameters, interval valued Nash games and interval weighted graphs. Successful applications in studying finance and economics, etc are also included. This book can serve as a handbook or a text for readers interested in applying interval and soft computing for AIKP. This book provides introductions for both interval and fuzzy computing in a very accessible style.Application algorithms covered in this book include quantitative and qualitative data mining with interval valued datasets, decision making systems with interval valued parameters, interval valued Nash games and interval weighted graphs. Shipping may be from multiple locations in the US or from the UK, depending on stock availability. Nº de ref. del artículo: 9781849967846
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Knowledge Processing With Interval and Soft Computing
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Knowledge Processing with Interval and Soft Computing
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Springer London Okt 2010, 2010
ISBN 10: 1849967849
ISBN 13: 9781849967846
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Taschenbuch. Condición: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -Interval computing combined with fuzzy logic has become an emerging tool in studying artificial intelligence and knowledge processing (AIKP) applications since it models uncertainties frequently raised in the field. This book provides introductions for both interval and fuzzy computing in a very accessible style.Application algorithms covered in this book include quantitative and qualitative data mining with interval valued datasets, decision making systems with interval valued parameters, interval valued Nash games and interval weighted graphs. Successful applications in studying finance and economics, etc are also included. This book can serve as a handbook or a text for readers interested in applying interval and soft computing for AIKP. 248 pp. Englisch. Nº de ref. del artículo: 9781849967846
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Knowledge Processing with Interval and Soft Computing
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Condición: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Provides necessary theoretical foundations for applying interval and soft computing in artificial intelligence and knowledge processing (AIKP)Includes applicable algorithms that can be used to solve AIKP problemsPresents successful applicat. Nº de ref. del artículo: 4288870
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Knowledge Processing with Interval and Soft Computing
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Knowledge Processing with Interval and Soft Computing
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Condición: New. Print on Demand pp. 248 49:B&W 6.14 x 9.21 in or 234 x 156 mm (Royal 8vo) Perfect Bound on White w/Gloss Lam. Nº de ref. del artículo: 5722699
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Knowledge Processing with Interval and Soft Computing
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Condición: New. Interval computing combined with fuzzy logic is an emerging tool in studying artificial intelligence and knowledge processing (AIKP) applications. This accessible book, a must-read for those in AI, provides introductions for both interval and fuzzy computing. Editor(s): Hu, Chenyi; Baker Kearfott, R.; Korvin, Andre De; Kreinovich, Vladik. Series: Advanced Information and Knowledge Processing. Num Pages: 245 pages, 61 black & white illustrations, 22 black & white tables, biography. BIC Classification: UNF. Category: (P) Professional & Vocational. Dimension: 234 x 156 x 13. Weight in Grams: 380. . 2010. Softcover reprint of hardcover 1st ed. 2008. paperback. . . . . Nº de ref. del artículo: V9781849967846
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