Wow! eBook
UNCERTAINTY AND INTELLIGENT INFORMATION SYSTEMS
Author(s): YAGER RONALD R ET AL (Author), Bernadette Bouchon-Meunier (Editor), Christophe Marsala (Editor), Maria Rifqi (Editor)
- Publisher: World Scientific Publishing
- Publication Date: 7 Sept. 2008
- Edition: Illustrated
- Language: English
- Print length: 536 pages
- ISBN-10: 9812792341
- ISBN-13: 9789812792341
Book Description
Intelligent systems are necessary to handle modern computer-based technologies managing information and knowledge. This book discusses the theories required to help provide solutions to difficult problems in the construction of intelligent systems. Particular attention is paid to situations in which the available information and data may be imprecise, uncertain, incomplete or of a linguistic nature. The main aspects of clustering, classification, summarization, decision making and systems modeling are also addressed. Topics covered in the book include fundamental issues in uncertainty, the rapidly emerging discipline of information aggregation, neural networks, Bayesian networks and other network methods, as well as logic-based systems.
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