Bibliografie
Conference Paper (international conference)
An Attempt to Define Graphical Models in Dempster-Shafer Theory of Evidence
: Combining Soft Computing and Statistical Methods in Data Analysis, p. 361-368 , Eds: Borgelt Ch. , Gonzales-Rodriguez G. , Trutschnig W. , Lubiano M.A. , Gil M.A. , Grzegorzewski P. , Hryniewicz O.
: 5th Int. Conf. on Soft Methods in Probability and Statistics, (Oviedo and Mieres, ES, 28.09.2010-01.10.2010)
: CEZ:AV0Z10750506
: 1M0572, GA MŠk, GA201/09/1891, GA ČR, ICC/08/E010 Eurocores LogICCC, GA ČR
: Discrete belief functions, conditional independence, graphical model
(eng): The goal of the paper is to introduce graphical models in Dempster-Shafer theory of evidence. The way the models are defined is a natural and straightforward generalization of the approach from probability theory. The models possess the same Global Markov Properties, which holds for probabilistic graphical models.
: IN