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

Result code in IS VaVaI

RIV/67985556:_____/10:00347486 - isvavai.cz

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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Type

D - Article in proceedings

CEP classification

BA - General mathematics

OECD FORD branch

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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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