Description

Book 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.

Table of Contents
Uncertainty Modeling; Clustering, Classification and Summarization; Decision Making and Information Processing; Systems Modeling and Applications; Logic and Mathematical Structures.

Uncertainty And Intelligent Information Systems

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    A Hardback by Ronlad R Yager, Bernadette Bouchon-meunier, Christophe Marsala

    £162.00

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      Book details

      Publisher World Scientific Publishing Co Pte Ltd
      Published 17 July 2008
      ISBN-13 9789812792341
      978-9812792341
      ISBN-10 9812792341

      Description

      Book 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.

      Table of Contents
      Uncertainty Modeling; Clustering, Classification and Summarization; Decision Making and Information Processing; Systems Modeling and Applications; Logic and Mathematical Structures.

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