Počet záznamů: 1
On properties of a new decomposable entropy of Dempster-Shafer belief functions
- 1.0521071 - ÚTIA 2021 RIV US eng J - Článek v odborném periodiku
Jiroušek, Radim - Shenoy, P. P.
On properties of a new decomposable entropy of Dempster-Shafer belief functions.
International Journal of Approximate Reasoning. Roč. 119, č. 1 (2020), s. 260-279. ISSN 0888-613X. E-ISSN 1873-4731
Grant ostatní: GA ČR(CZ) GA19-06569S
Program: GA
Institucionální podpora: RVO:67985556
Klíčová slova: Shannon’s entropy * Dempster-Shafer theory of belief functions * Decomposable entropy of belief functions * Conditional entropy * Strong probability consistency
Obor OECD: Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
Impakt faktor: 3.816, rok: 2020
Způsob publikování: Omezený přístup
http://library.utia.cas.cz/separaty/2020/MTR/jirousek-0521071.pdf https://www.sciencedirect.com/science/article/pii/S0888613X19305201
A new entropy of belief functions in the Dempster-Shafer (D-S) theory satisfying a compound distributions property is defined. The paper describes some important properties of this definition and discusses its semantics. The comparison with some other definitions reveals that these definitions measure dissonance and not uncertainty.
Trvalý link: http://hdl.handle.net/11104/0306599
Počet záznamů: 1