On open questions in the geometric approach to learning BN structures

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SYSNO ASEP	0329649
Document Type	C - Proceedings Paper (int. conf.)
R&D Document Type	Conference Paper
Title	On open questions in the geometric approach to learning BN structures
Title	O otevřených otázkách v geometrickém přístupu k učení struktury Bayesovkých sítí
Author(s)	Studený, Milan (UTIA-B)_{RID, ORCID} Vomlel, Jiří (UTIA-B)_{RID, ORCID}
Source Title	WUPES'09 : Proceedings of the 8th Workshop on Uncertainty Processing. - Praha : University of Economics Prague, 2009 / Kroupa T. ; Vejnarová J. - ISBN 978-80-245-1543-4
Pages	s. 226-236
Number of pages	11 s.
Publication form	www - www
Action	8th Workshop on Uncertainty Processing
Event date	19.09.2009-23.09.2009
VEvent location	Liblice
Country	CZ - Czech Republic
Event type	WRD
Language	eng - English
Country	CZ - Czech Republic
Keywords	Bayesian network structure ; polytope ; standard imset
Subject RIV	BA - General Mathematics
R&D Projects	1M0572 GA MŠMT - Ministry of Education, Youth and Sports (MEYS)
	GA201/08/0539 GA ČR - Czech Science Foundation (CSF)
CEZ	AV0Z10750506 - UTIA-B (2005-2011)
Annotation	We try to answer some of the open questions in the geometric approach to learning Bayesian network structure. These questions concern the geometric structure of the polytope generated by standard imsets.
Workplace	Institute of Information Theory and Automation
Contact	Markéta Votavová, votavova@utia.cas.cz, Tel.: 266 052 201.
Year of Publishing	2010

Number of the records: 1