Characteristic imset: a simple algebraic representative of a Bayesian network structure

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F67985556%3A_____%2F10%3A00347486" target="_blank" >RIV/67985556:_____/10:00347486 - isvavai.cz</a>
Result on the web
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DOI - Digital Object Identifier
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Result language
angličtina
Original language name
Characteristic imset: a simple algebraic representative of a Bayesian network structure
Original language description
Basic idea of algebraic and geometric approach to learning Bayesian nets is recalled. A simpler algebraic representative, called the characteristic imset, is proposed. It is a 0-1 vector, obtained from the former representative, standard imset, by an affine trensformation. It is closer to graphical decription. The relation to the essential graph is established.
Czech name
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Czech description
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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)

Publication year
2010
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Article name in the collection
Proceedings of the 5th European Workshop on Probabilistic Graphical Models (PGM 2010)
ISBN
978-952-60-3314-3
ISSN
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e-ISSN
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Number of pages
8
Pages from-to
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Publisher name
HIIT Publications
Place of publication
Helsinki
Event location
Helsinki
Event date
Sep 13, 2010
Type of event by nationality
EUR - Evropská akce
UT code for WoS article
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