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Aggregation and Fusion of Imperfect Information
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Aggregation and Fusion of Imperfect Information (Hardback)

£119.99
Usually despatched within 2 weeks.

Synopsis

This book presents the main tools for aggregation of information given by several members of a group or expressed in multiple criteria, and for fusion of data provided by several sources. It focuses on the case where the availability knowledge is imperfect, which means that uncertainty and/or imprecision must be taken into account. The book contains both theoretical and applied studies of aggregation and fusion methods in the main frameworks: probability theory, evidence theory, fuzzy set and possibility theory. The latter is more developed because it allows to manage both imprecise and uncertain knowledge. Applications to decision-making, image processing, control and classification are described.

Computing & ITComputer scienceArtificial intelligenceScience & MathematicsMathematicsApplied mathematicsFuzzy set theoryScience & MathematicsMathematicsApplied mathematicsMathematical modelling Publisher: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG Publication Date: 01/10/1997 ISBN-13: 9783790810486  Details: Type: Hardback Format: Books
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