Characteristic Properties of Equivalent Structures in Compositional Models
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F67985556%3A_____%2F11%3A00359927" target="_blank" >RIV/67985556:_____/11:00359927 - isvavai.cz</a>
Alternative codes found
RIV/61384399:31160/11:00038698
Result on the web
<a href="http://dx.doi.org/10.1016/j.ijar.2010.12.005" target="_blank" >http://dx.doi.org/10.1016/j.ijar.2010.12.005</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1016/j.ijar.2010.12.005" target="_blank" >10.1016/j.ijar.2010.12.005</a>
Alternative languages
Result language
angličtina
Original language name
Characteristic Properties of Equivalent Structures in Compositional Models
Original language description
Compositional model theory serves as an alternative to Bayesian networks. Every compositional model over a finite non-empty set of variables N is uniquely defined by its generating sequence ? an ordered set of low-dimensional probability distributions. Agenerating sequence structure induces a system of conditional independence statements over N valid for every multidimensional distribution represented by a compositional model with this structure. The equivalence problem is how to characterise whether all independence statements induced by structure P are induced by a second structure P and vice versa. This problem can be solved in several ways. A partial solution of the so-called direct characterisation of an equivalence problem is represented here. We deduce and describe three properties of equivalent structures necessary for equivalence of the respective structures. We call them characteristic properties of classes of equivalent structures.
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
Result was created during the realization of more than one project. More information in the Projects tab.
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
5
Country of publishing house
US - UNITED STATES
Number of pages
15
Pages from-to
599-612
UT code for WoS article
000290426100004
EID of the result in the Scopus database
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