Uncertainty And Intelligent Information Systems

Christophe Marsala

ISBN 10: 9812792341 / ISBN 13: 9789812792341

Published by World Scientific Publishing Co Pte Ltd, SG, 2008

About this Item

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.

Seller Inventory # LU-9789812792341

Bibliographic Details

• Title: Uncertainty And Intelligent Information Systems
• Publisher: World Scientific Publishing Co Pte Ltd, SG
• Publication Date: 2008
• Language: English
• ISBN 10: 9812792341
• ISBN 13: 9789812792341
• Binding: Hardback
• Edition: Illustrated.
• Condition: New
• Dimensions: 15.24W x 3.18H x 22.86D centimeters 15.24 centimeters width by 3.18 centimeters height by 22.86 centimeters depth

About this title

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.