Aggregation and Fusion of Imperfect Information

Aggregation and Fusion of Imperfect Information
Author :
Publisher : Springer Science & Business Media
Total Pages : 296
Release :
ISBN-10 : 3790810487
ISBN-13 : 9783790810486
Rating : 4/5 (486 Downloads)

Book Synopsis Aggregation and Fusion of Imperfect Information by : Bernadette Bouchon-Meunier

Download or read book Aggregation and Fusion of Imperfect Information written by Bernadette Bouchon-Meunier and published by Springer Science & Business Media. This book was released on 1997-11-18 with total page 296 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.


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