Belief functions: theory and applications 7th International Conference, BELIEF 2022, Paris, France, October 26-28, 2022, proceedings
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 connectio...
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| Weitere Verfasser: | , , |
| Format: | UnknownFormat |
| Sprache: | eng |
| Veröffentlicht: |
Cham, Switzerland
Springer Nature
2022
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| Schriftenreihe: | Lecture notes in computer science
13506. Lecture Notes in Artificial Intelligence |
| Schlagworte: | |
| Online Zugang: | Cover Inhaltsverzeichnis zbMATH |
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| Zusammenfassung: | 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. |
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| Beschreibung: | Konferenz wurde in hybrider Form, online und vor Ort, abgehalten |
| Beschreibung: | xi, 316 Seiten Illustrationen |
| ISBN: | 9783031178009 978-3-031-17800-9 9783031178023 978-3-031-17802-3 |