Compositional models and conditional independence in evidence theory
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F67985556%3A_____%2F11%3A00370515" target="_blank" >RIV/67985556:_____/11:00370515 - isvavai.cz</a>
Alternative codes found
RIV/61384399:31160/11:00037580
Result on the web
<a href="http://dx.doi.org/10.1016/j.ijar.2010.02.005" target="_blank" >http://dx.doi.org/10.1016/j.ijar.2010.02.005</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1016/j.ijar.2010.02.005" target="_blank" >10.1016/j.ijar.2010.02.005</a>
Alternative languages
Result language
angličtina
Original language name
Compositional models and conditional independence in evidence theory
Original language description
The goal of the paper is twofold. The first is to show that some of the ideas for representation of multidimensional distributions in probability and possibility theories can be transferred into evidence theory. Namely, we show that multidimensional basic assignments can be rather efficiently represented in a form of so-called compositional models. These models are based on the iterative application of the operator of composition, whose definition for basic assignments as well as its properties are presented. We also prove that the operator of composition in evidence theory is in a sense generalization of its probabilistic counterpart. The second goal of the paper is to introduce a new definition of conditional independence in evidence theory and to show in what sense it is superior to that formerly introduced by other authors.
Czech name
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Czech description
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Classification
Type
J<sub>x</sub> - Unclassified - Peer-reviewed scientific article (Jimp, Jsc and Jost)
CEP classification
BA - General mathematics
OECD FORD branch
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Result continuities
Project
<a href="/en/project/2C06019" target="_blank" >2C06019: (Medical) Knowledge Acquisition and Modelling</a><br>
Continuities
Z - Vyzkumny zamer (s odkazem do CEZ)
Others
Publication year
2011
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Name of the periodical
International Journal of Approximate Reasoning
ISSN
0888-613X
e-ISSN
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Volume of the periodical
52
Issue of the periodical within the volume
3
Country of publishing house
NL - THE KINGDOM OF THE NETHERLANDS
Number of pages
19
Pages from-to
316-334
UT code for WoS article
000288470100003
EID of the result in the Scopus database
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