UNCERTAINTY AND INTELLIGENT INFORMATION SYSTEMS - Hardcover

YAGER RONALD R ET AL

 
9789812792341: UNCERTAINTY AND INTELLIGENT INFORMATION SYSTEMS
Hardcover
ISBN 10: 9812792341 ISBN 13: 9789812792341
Publisher: World Scientific Publishing, 2008

Synopsis

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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Publisher
World Scientific Publishing
Publication date
2008
Language
English
ISBN 10 
9812792341
ISBN 13 
9789812792341
Binding
Hardcover
Number of pages
536
Editor
Bernadette Bouchon-Meunier, Christophe Marsala, Maria Rifqi