| Aggregation and Fusion of Imperfect Information Softcover Repri Edition Contributor(s): Bouchon-Meunier, Bernadette (Editor) |
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ISBN: 3662110733 ISBN-13: 9783662110737 Publisher: Physica-Verlag OUR PRICE: $104.49 Product Type: Paperback - Other Formats Published: October 2013 |
| Additional Information |
| BISAC Categories: - Computers | Intelligence (ai) & Semantics - Business & Economics | Operations Research - Business & Economics | Economics - Theory |
| Dewey: 006.3 |
| Series: Studies in Fuzziness and Soft Computing |
| Physical Information: 0.6" H x 6.14" W x 9.21" (0.90 lbs) 278 pages |
| Descriptions, Reviews, Etc. |
| Publisher 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. |