Lecture Notes in Artificial Intelligence
cover

Belief Functions: Theory and Applications

6th International Conference, BELIEF 2021, Shanghai, China, October 15–19, 2021, Proceedings

Editors: Denœux, T., Lefèvre, E., Liu, Z., Pichon, F. (Eds.)

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  • ISBN 978-3-030-88601-1
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About this book

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.

Table of contents (30 chapters)

Table of contents (30 chapters)
  • Fast Unfolding of Credal Partitions in Evidential Clustering

    Pages 3-12

    Zhang, Zuowei (et al.)

  • Credal Clustering for Imbalanced Data

    Pages 13-21

    Zhang, Zuowei (et al.)

  • Evidential Weighted Multi-view Clustering

    Pages 22-32

    Zhou, Kuang (et al.)

  • Unequal Singleton Pair Distance for Evidential Preference Clustering

    Pages 33-43

    Zhang, Yiru (et al.)

  • Transfer Evidential C-Means Clustering

    Pages 47-55

    Jiao, Lianmeng (et al.)

Buy this book

eBook 48,14 €
price for Spain (gross)
  • ISBN 978-3-030-88601-1
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover 60,31 €
price for Spain (gross)
  • ISBN 978-3-030-88600-4
  • Free shipping for individuals worldwide
  • Institutional customers should get in touch with their account manager
  • Shipping restrictions
  • Usually ready to be dispatched within 3 to 5 business days, if in stock
  • The final prices may differ from the prices shown due to specifics of VAT rules
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Bibliographic Information

Bibliographic Information
Book Title
Belief Functions: Theory and Applications
Book Subtitle
6th International Conference, BELIEF 2021, Shanghai, China, October 15–19, 2021, Proceedings
Editors
  • Thierry Denœux
  • Eric Lefèvre
  • Zhunga Liu
  • Frédéric Pichon
Series Title
Lecture Notes in Artificial Intelligence
Series Volume
12915
Copyright
2021
Publisher
Springer International Publishing
Copyright Holder
Springer Nature Switzerland AG
eBook ISBN
978-3-030-88601-1
DOI
10.1007/978-3-030-88601-1
Softcover ISBN
978-3-030-88600-4
Edition Number
1
Number of Pages
XI, 310
Number of Illustrations
15 b/w illustrations, 33 illustrations in colour
Topics