Belief Functions: Theory and Applications

6th International Conference, BELIEF 2021, Shanghai, China, October 15¿19, 2021, Proceedings
Herausgegeben:Denoeux, Thierry; Lefèvre, Eric; Liu, Zhunga; Pichon, Frédéric

• Broschiertes Buch

Produktbeschreibung

This book constitutes the refereed proceedings of the 6th International Conference on Belief Functions, BELIEF 2021, held in Shanghai, China, in October 2021. The 30 full papers presented in this book were carefully selected and reviewed from 37 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.

Produktdetails

• Lecture Notes in Computer Science 12915
• Verlag: Springer / Springer International Publishing / Springer, Berlin
• Artikelnr. des Verlages: 978-3-030-88600-4
• 1st ed. 2021
• Seitenzahl: 324
• Erscheinungstermin: 14. Oktober 2021
• Englisch
• Abmessung: 235mm x 155mm x 18mm
• Gewicht: 493g
• ISBN-13: 9783030886004
• ISBN-10: 303088600X
• Artikelnr.: 62518267

Inhaltsangabe

Clustering.- Transfer learning.- Classification.- Statistical inference and learning.- Deep learning.- Conflict, inconsistency and specificity.- Information fusion.- Elicitation.- Algorithms and computation.