Institute of Information Theory and Automation

You are here

Bibliography

Conference Paper (international conference)

Composition Operator for Credal Sets Reconsidered

Vejnarová Jiřina

: Soft Methods for Data Science, p. 487-494 , Eds: Ferraro M. B., Giordani P., Vantaggi B., Gagolewski M., Gil M. Á., Grzegorzewski P., Hryniewicz Ol.

: International Conference on Soft Methods in Probability and Statistics-SMPS 2016 /8./, (Roma, IT, 20160912)

: GA16-12010S, GA ČR

: Credal Sets, Multidimensional models, Graphical Markov Models

: 10.1007/978-3-319-42972-4_60

: http://library.utia.cas.cz/separaty/2019/MTR/vejnarova-0507247.pdf

(eng): This paper is the second attempt to introduce the composition operator, already known from probability, possibility, evidence and valuation-based systems theories, also for credal sets. We try to avoid the discontinuity which was present in the original definition, but simultaneously to keep all the properties enabling us to design compositional models in a way analogous to those in the above-mentioned theories. These compositional models are aimed to be an alternative to Graphical Markov Models. Theoretical results achieved in this paper are illustrated by an example.

: BA

: 10101

2019-01-07 08:39