Item description for Uncertainty and Intelligent Information Systems by Bernadette Bouchon-Meunier...
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.
Contents: Uncertainty Modeling; Clustering, Classification and Summarization; Decision Making and Information Processing; Systems Modeling and Applications; Logic and Mathematical Structures.
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Studio: World Scientific Publishing Company
Est. Packaging Dimensions: Length: 9" Width: 6.1" Height: 1.3"
Release Date Jul 14, 2008
Publisher World Scientific Publishing Company
ISBN 9812792341 ISBN13 9789812792341