Aggregation and Fusion of Imperfect Information
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Author
Publication
1998 - Imprint: Physica, Heidelberg, Germany
Language
English
Word Count
69,500 words, Guess
Page Count
278 pages
Physical Format
Electronic resource
Identifiers
- Open LibraryOL27015567M
- ISBN-139783662110737
- ISBN-103662110733
- OCLC Control Number851380924
Classifications
- DDC006.3
- LCCQ334-342
- LCCTJ210.2-211.495
and 1 more
- LCCQ334-342HD30.23HB1-8
Description
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. The reader can find a state-of-the-art of the main methodologies, as well as more advanced results and descriptions of utilizations.
Subjects
Series Statement
- Studies in Fuzziness and Soft Computing -- 12
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