Search results
- 1.0427002 - ÚTIA 2015 RIV US eng J - Journal Article
Studený, Milan - Haws, D.
Learning Bayesian network structure: towards the essential graph by integer linear programming tools.
International Journal of Approximate Reasoning. Roč. 55, č. 4 (2014), s. 1043-1071. ISSN 0888-613X. E-ISSN 1873-4731
R&D Projects: GA ČR GA13-20012S
Institutional support: RVO:67985556
Keywords : learning Bayesian network structure * integer linear programming * characteristic imset * essential graph
Subject RIV: BA - General Mathematics
Impact factor: 2.451, year: 2014
http://library.utia.cas.cz/separaty/2014/MTR/studeny-0427002.pdf
Permanent Link: http://hdl.handle.net/11104/0233079 - 2.0411275 - UTIA-B 20050002 RIV US eng J - Journal Article
Studený, Milan
Characterization of inclusion neighbourhood in terms of the essential graph.
[Charakterizace inlusion-okolí v termínech esenciálního grafu.]
International Journal of Approximate Reasoning. Roč. 38, č. 3 (2005), s. 283-309. ISSN 0888-613X. E-ISSN 1873-4731
R&D Projects: GA ČR GA201/04/0393; GA AV ČR IAA1075104
Institutional research plan: CEZ:AV0Z10750506
Keywords : learning Bayesian networks * inclusion neighbourhood * essential graph
Subject RIV: BA - General Mathematics
Impact factor: 0.959, year: 2005
http://library.utia.cas.cz/separaty/historie/studeny-0411275.pdf
Permanent Link: http://hdl.handle.net/11104/0131358 - 3.0411182 - UTIA-B 20030169 RIV CZ eng C - Conference Paper (international conference)
Studený, Milan
Characterization of inclusion neighbourhood in terms of the essential graph: Lower neighbours.
Prague: University of Economics, 2003. ISBN 80-245-0546-0. In: Proceedings of the 6th Workshop on Uncertainty Processing. - (Vejnarová, J.), s. 243-262
[WUPES 2003. Workshop on Uncertainty Processing /6./. Hejnice (CZ), 24.09.2003-27.09.2003]
R&D Projects: GA ČR GA201/01/1482
Institutional research plan: CEZ:AV0Z1075907
Keywords : essential graph * inclusion neighbourhood * Bayesian network
Subject RIV: BA - General Mathematics
Permanent Link: http://hdl.handle.net/11104/0131268 - 4.0411093 - UTIA-B 20030080 RIV DE eng C - Conference Paper (international conference)
Studený, Milan
Characterization of inclusion neighbourhood in terms of the essential graph: upper neighbours.
Berlin: Springer, 2003. ISBN 3-540-40494-5. In: Symbolic and Quantitative Approaches to Reasoning with Uncertainty. European Conference. - (Nielsen, T.; Zhang, N.), s. 161-172
[ECSQARU 2003. European Conference /7./. Aalborg (DK), 02.07.2003-05.07.2003]
R&D Projects: GA ČR GA201/01/1482
Institutional research plan: CEZ:AV0Z1075907
Keywords : essential graph * inclusion neighbourhood
Subject RIV: BA - General Mathematics
Permanent Link: http://hdl.handle.net/11104/0131180 - 5.0382596 - ÚTIA 2013 RIV US eng J - Journal Article
Hemmecke, R. - Lindner, S. - Studený, Milan
Characteristic imsets for learning Bayesian network structure.
International Journal of Approximate Reasoning. Roč. 53, č. 9 (2012), s. 1336-1349. ISSN 0888-613X. E-ISSN 1873-4731
R&D Projects: GA MŠMT(CZ) 1M0572; GA ČR GA201/08/0539
Institutional support: RVO:67985556
Keywords : learning Bayesian network structure * essential graph * standard imset * characteristic imset * LP relaxation of a polytope
Subject RIV: BA - General Mathematics
Impact factor: 1.729, year: 2012
http://library.utia.cas.cz/separaty/2012/MTR/studeny-0382596.pdf
Permanent Link: http://hdl.handle.net/11104/0212775 - 6.0381536 - ÚTIA 2013 RIV ES eng C - Conference Paper (international conference)
Studený, Milan
Integer linear programming approach to learning Bayesian network structure: towards the essential graph.
Proceedings of the 6th European Workshop on Graphical Models. Granada: DESCAI, University of Granada, 2012, s. 307-314. ISBN 978-84-15536-57-4.
[6th European Workshop on Probabilistic Graphical Models (PGM). Granada (ES), 19.09.2012-21.09.2012]
R&D Projects: GA ČR GA201/08/0539
Institutional support: RVO:67985556
Keywords : learning Bayesian network structure * characteristic imset * essential graph
Subject RIV: BA - General Mathematics
http://library.utia.cas.cz/separaty/2012/MTR/studeny-integer linear programming approach to learning Bayesian network structure towards the essential graph.pdf
Permanent Link: http://hdl.handle.net/11104/0211982 - 7.0347486 - ÚTIA 2011 RIV FI eng C - Conference Paper (international conference)
Studený, Milan - Hemmecke, R. - Lindner, S.
Characteristic imset: a simple algebraic representative of a Bayesian network structure.
Proceedings of the 5th European Workshop on Probabilistic Graphical Models (PGM 2010). Helsinki: HIIT Publications, 2010 - (Myllymaki, P.; Roos, T.; Jaakkola, T.), s. 257-264. ISBN 978-952-60-3314-3. ISSN 1458-946X.
[5th European Workshop on Probabilistic Graphical Models. Helsinki (FI), 13.09.2010-15.09.2010]
R&D Projects: GA MŠMT(CZ) 1M0572; GA ČR GA201/08/0539
Institutional research plan: CEZ:AV0Z10750506
Keywords : characteristic imset * Bayesian network strucutre * essential graph
Subject RIV: BA - General Mathematics
http://library.utia.cas.cz/separaty/2010/MTR/studeny-characteristic imset a simple algebraic representative of a bayesian network structure.pdf
Permanent Link: http://hdl.handle.net/11104/0188258 - 8.0324464 - ÚTIA 2010 RIV CZ eng J - Journal Article
Studený, Milan - Roverato, A. - Štěpánová, Š.
Two operations of merging and splitting components in a chain graph.
[Dvě operace sloučení a rozdělení komponent v řetězcovém grafu.]
Kybernetika. Roč. 45, č. 2 (2009), s. 208-248. ISSN 0023-5954
R&D Projects: GA ČR GA201/04/0393
Grant - others:Ministero dell'Universita e della Ricerca(IT) PRIN-2007AYHZWC
Institutional research plan: CEZ:AV0Z10750506
Keywords : chain graph * essential graph * factorisation equivalence * feasible merging components * legal merging components * strong equivalence
Subject RIV: BA - General Mathematics
Impact factor: 0.445, year: 2009
http://library.utia.cas.cz/separaty/2009/MTR/studeny-two operations of merging and splitting components in a chain graph.pdf
Permanent Link: http://hdl.handle.net/11104/0172158File Download Size Commentary Version Access 0324464.pdf 0 377.4 KB Publisher’s postprint open-access - 9.0322545 - ÚTIA 2014 RIV US eng J - Journal Article
Studený, Milan - Vomlel, Jiří
A reconstruction algorithm for the essential graph.
[Rekonstrukční algoritmus pro esenciální graf.]
International Journal of Approximate Reasoning. Roč. 50, č. 2 (2009), s. 385-413. ISSN 0888-613X. E-ISSN 1873-4731
R&D Projects: GA AV ČR(CZ) IAA100750603; GA MŠMT 1M0572; GA ČR GA201/08/0539; GA ČR GA201/04/0393
Institutional research plan: CEZ:AV0Z10750506
Keywords : Bayesian network structure * chain graph * essential graph * standard imset
Subject RIV: BA - General Mathematics
Impact factor: 2.090, year: 2009
http://library.utia.cas.cz/separaty/2009/MTR/studeny-0322545.pdf
Permanent Link: http://hdl.handle.net/11104/0170769 - 10.0106351 - UTIA-B 20040163 RIV NL eng C - Conference Paper (international conference)
Studený, Milan - Vomlel, Jiří
Transition between graphical and algebraic representatives of Bayesian network models.
[Přechod mezi grafickými a algebraickými reprezentanty modelů určených Bayesovskými sítěmi.]
Proceedings of the Second European Workshop on Probabilistic Graphical Models. Nijmegen: University of Nijmegen, 2004 - (Lucas, P.), s. 193-200
[Probabilistic Graphical Models PGM'04 /2./. Leiden (NL), 04.10.2004-08.10.2004]
R&D Projects: GA ČR GA201/04/0393
Institutional research plan: CEZ:AV0Z1075907
Keywords : Bayesian network * essential graph * standard imset
Subject RIV: BA - General Mathematics
Permanent Link: http://hdl.handle.net/11104/0013533