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A Note on Factorization of Belief Functions
- 1.0364675 - ÚTIA 2012 RIV CZ eng C - Konferenční příspěvek (zahraniční konf.)
Jiroušek, Radim - Shenoy, P. P.
A Note on Factorization of Belief Functions.
Proceedings of 14th Czech-Japan Seminar on Data Analysis and Decision Making under Uncertainty CJS 2011. Praha: Matfyzpress, 2011 - (Barták, R.), s. 43-51. ISBN 978-80-7378-179-8.
[Czech-Japan Seminar on Data Analysis and Decision Making under Uncertainty /14./. Hejnice (CZ), 18.09.2011-21.09.2011]
Grant CEP: GA MŠMT 1M0572; GA ČR GA201/09/1891; GA ČR GEICC/08/E010
Výzkumný záměr: CEZ:AV0Z10750506
Klíčová slova: belief function * conditional independence * irrelevance * multidimensional model
Kód oboru RIV: IN - Informatika
http://library.utia.cas.cz/separaty/2011/MTR/jirousek-a note on factorization of belief functions.pdf
The paper compares two main types of factorization of belief functions (one based on the Dempster´s rule of combination, the other based on the operator of composition) and shows that both the approaches are equivalent to each other in case of unconditional factorization and shows what are the differences when overlapping factorization is studied.
Trvalý link: http://hdl.handle.net/11104/0200097
Počet záznamů: 1