0382050 - ÚTIA 2013 RIV US eng J - Článek v odborném periodiku
Jiroušek, Radim
Local computations in Dempster-Shafer theory of evidence.
International Journal of Approximate Reasoning. Roč. 53, č. 8 (2012), s. 1155-1167. ISSN 0888-613X. E-ISSN 1873-4731
Grant ostatní: GA ČR(CZ) GAP403/12/2175
Program: GA
Institucionální podpora: RVO:67985556
Klíčová slova: Discrete belief functions * Dempster-Shafer theory * conditional independence * decomposable model
Kód oboru RIV: IN - Informatika
Impakt faktor: 1.729, rok: 2012 ; AIS: 0.745, rok: 2012
Web výsledku:
http://library.utia.cas.cz/separaty/2012/MTR/jirousek-local computations in dempster–shafer theory of evidence.pdf

DOI: https://doi.org/10.1016/j.ijar.2012.06.012

The paper studies a possibility of transferring ideas of local computations introduced in probability by Lauritzen and Spiegelhalter into Dempster–Shafer theory of evidence. The paper recalls decomposable models, discusses connection of the model structure with the corresponding system of conditional independence relations, and shows that under special additional conditions, one can locally compute specific basic assignments which can be considered to be conditional.
Trvalý link: http://hdl.handle.net/11104/0212388