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.

Uncertainty And Intelligent Information Systems

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£180.00

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Hardback by Ronlad R Yager , Bernadette Bouchon-meunier

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Intelligent systems are necessary to handle modern computer-based technologies managing information and knowledge. This book discusses the theories required to... Read more

    Publisher: World Scientific Publishing Co Pte Ltd
    Publication Date: 17/07/2008
    ISBN13: 9789812792341, 978-9812792341
    ISBN10: 9812792341

    Number of Pages: 536

    Non Fiction , Computing

    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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