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Technologies for Constructing Intelligent Systems 1 : Tasks

Author: Bernadette Bouchon-Meunier; Julio Gutiérrez-Ríos; Luis Magdalena; Ronald R Yager
Publisher: Heidelberg : Physica-Verlag HD : Imprint : Physica, 2002.
Series: Studies in fuzziness and soft computing, 89.
Edition/Format:   eBook : Document : EnglishView all editions and formats
Database:WorldCat
Summary:
Intelligent systems enhance the capacities made available by the internet and other computer-based technologies. This book deals with the theory behind the 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 linguistic nature. Various methodologies for these  Read more...
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Genre/Form: Electronic books
Additional Physical Format: Print version:
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Bernadette Bouchon-Meunier; Julio Gutiérrez-Ríos; Luis Magdalena; Ronald R Yager
ISBN: 9783790817973 379081797X
OCLC Number: 851366108
Description: 1 online resource (ix, 404 pages).
Contents: Part I: Computing with Words --
Part II: Decision and Preferences --
Part III: Learning, Classification and Clustering --
Part IV: Retrieval of Information.
Series Title: Studies in fuzziness and soft computing, 89.
Responsibility: edited by Bernadette Bouchon-Meunier, Julio Gutiérrez-Ríos, Luis Magdalena, Ronald R. Yager.
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Abstract:

Intelligent systems enhance the capacities made available by the internet and other computer-based technologies. This book deals with the theory behind the 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 linguistic nature. Various methodologies for these cases are discussed, among which are probabilistic, possibilistic, fuzzy, logical, evidential and network-based frameworks. One purpose of the book is to consider how these methods can be used cooperatively. Topics included 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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