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denœux thierry (curatore); lefèvre eric (curatore); liu zhunga (curatore); pichon frédéric (curatore) - belief functions: theory and applications

Belief Functions: Theory and Applications 6th International Conference, BELIEF 2021, Shanghai, China, October 15–19, 2021, Proceedings

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Dettagli

Genere:Libro
Lingua: Inglese
Editore:

Springer

Pubblicazione: 10/2021
Edizione: 1st ed. 2021





Trama

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.




Sommario

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










Altre Informazioni

ISBN:

9783030886004

Condizione: Nuovo
Collana: Lecture Notes in Computer Science
Dimensioni: 235 x 155 mm
Formato: Brossura
Illustration Notes:XI, 310 p. 48 illus., 33 illus. in color.
Pagine Arabe: 310
Pagine Romane: xi


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