Belief Functions: Theory and Applications

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

317 Seiten, Taschenbuch

Kurzbeschreibung des Verlags

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.

• Reihe: Lecture Notes in Computer Science
• Themen: Mathematik und Naturwissenschaften Mathematik Wahrscheinlichkeitsrechnung und Statistik
• ISBN: 9783031178009
• Sprache: Englisch
• Erscheinungsdatum: 01.10.2022
• Größe: 23.5 x 15.5 cm
• Verlag: Springer International Publishing
• Herausgegeben von: Sylvie Le Hégarat-Mascle, Isabelle Bloch, Emanuel Aldea