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Belief Functions: Theory and Applications

Name: Belief Functions: Theory and Applications
Brand: Springer, Berlin
SKU: 41438411
Price: 51.93 EUR
Availability: InStock
Author: Sylvie le Hégarat-Mascle
ISBN: 9783031178009

7th International Conference, BELIEF 2022, Paris, France, October 26-28, 2022, Proceedings

Sylvie le Hégarat-Mascle

Isabelle Bloch

Emanuel Aldea

Jazyk

Angličtina

Kniha Brožovaná

Libristo kód: 41438411

Nakladateľstvo Springer, Berlin, november 2021

This book constitutes the refereed proceedings of the 7th International Conference on Belief Functio... Celý popis

Libristo kód: 41438411

125 b

51.93 €

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This book constitutes the refereed proceedings of the 7th International Conference on Belief Functions, BELIEF 2022, held in Paris, France, in October 2022.The theory of belief functions is now well established as a general framework for reasoning with uncertainty, and has well-understood connections to other frameworks such as probability, possibility, and imprecise probability theories. It has been applied in diverse areas such as machine learning, information fusion, and pattern recognition.The 29 full papers presented in this book were carefully selected and reviewed from 31 submissions. The papers cover a wide range on theoretical aspects on mathematical foundations, statistical inference as well as on applications in various areas including classification, clustering, data fusion, image processing, and much more.