TY  - GEN
AB  - 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.
AU  - Le Hégarat-Mascle, Sylvie,
AU  - Bloch, Isabelle,
AU  - Aldea, Emanuel,
CN  - T57.95
DO  - 10.1007/978-3-031-17801-6
DO  - doi
ID  - 1450020
KW  - Decision making
KW  - Decision making
KW  - Uncertainty (Information theory)
LK  - https://univsouthin.idm.oclc.org/login?url=https://link.springer.com/10.1007/978-3-031-17801-6
N1  - Includes author index.
N2  - 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.
SN  - 9783031178016
SN  - 3031178017
T1  - Belief functions :theory and applications : 7th International Conference, BELIEF 2022, Paris, France, October 26-28, 2022, Proceedings /
TI  - Belief functions :theory and applications : 7th International Conference, BELIEF 2022, Paris, France, October 26-28, 2022, Proceedings /
UR  - https://univsouthin.idm.oclc.org/login?url=https://link.springer.com/10.1007/978-3-031-17801-6
VL  - 13506
ER  -