Polyhedral aspects of score equivalence in Bayesian network structure learning

Result code in IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F67985556%3A_____%2F17%3A00475315" target="_blank" >RIV/67985556:_____/17:00475315 - isvavai.cz</a>

Result on the web

<a href="http://dx.doi.org/10.1007/s10107-016-1087-2" target="_blank" >http://dx.doi.org/10.1007/s10107-016-1087-2</a>

DOI - Digital Object Identifier

<a href="http://dx.doi.org/10.1007/s10107-016-1087-2" target="_blank" >10.1007/s10107-016-1087-2</a>

Result language

angličtina

Original language name

Polyhedral aspects of score equivalence in Bayesian network structure learning

Original language description

This paper deals with faces and facets of the family-variable polytope and the characteristic-imset polytope, which are special polytopes used in integer linear programming approaches to statistically learn Bayesian network structure. A common form of linear objectives to be maximized in this area leads to the concept of score equivalence (SE), both for linear objectives and for faces of the family-variable polytope.

Czech name

—

Czech description

—

Type

J_imp - Article in a specialist periodical, which is included in the Web of Science database

CEP classification

—

OECD FORD branch

10102 - Applied mathematics

Project

Result was created during the realization of more than one project. More information in the Projects tab.

Continuities

P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)

Publication year

2017

Confidentiality

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Name of the periodical

Mathematical Programming

ISSN

0025-5610

e-ISSN

—

Volume of the periodical

164

Issue of the periodical within the volume

1-2

Country of publishing house

NL - THE KINGDOM OF THE NETHERLANDS

Number of pages

40

Pages from-to

285-324

UT code for WoS article

000403450600012

EID of the result in the Scopus database

2-s2.0-84994314193