| bibtype |
C -
Conference Paper (international conference)
|
| ARLID |
0347486 |
| utime |
20240103193901.9 |
| mtime |
20101004235959.9 |
| title
(primary) (eng) |
Characteristic imset: a simple algebraic representative of a Bayesian network structure |
| specification |
|
| serial |
| ARLID |
cav_un_epca*0347485 |
| ISBN |
978-952-60-3314-3 |
| ISSN |
1458-946X |
| title
|
Proceedings of the 5th European Workshop on Probabilistic Graphical Models (PGM 2010) |
| page_num |
257-264 |
| publisher |
| place |
Helsinki |
| name |
HIIT Publications |
| year |
2010 |
|
| editor |
| name1 |
Myllymaki |
| name2 |
Petri |
|
| editor |
|
| editor |
| name1 |
Jaakkola |
| name2 |
Tommi |
|
|
| keyword |
characteristic imset |
| keyword |
Bayesian network strucutre |
| keyword |
essential graph |
| author
(primary) |
| ARLID |
cav_un_auth*0101202 |
| name1 |
Studený |
| name2 |
Milan |
| full_dept (cz) |
Matematická teorie rozhodování |
| full_dept (eng) |
Department of Decision Making Theory |
| department (cz) |
MTR |
| department (eng) |
MTR |
| institution |
UTIA-B |
| full_dept |
Department of Decision Making Theory |
| fullinstit |
Ústav teorie informace a automatizace AV ČR, v. v. i. |
|
| author
|
| ARLID |
cav_un_auth*0261765 |
| name1 |
Hemmecke |
| name2 |
R. |
| country |
DE |
|
| author
|
| ARLID |
cav_un_auth*0268009 |
| name1 |
Lindner |
| name2 |
S. |
| country |
DE |
|
| source |
|
| cas_special |
| project |
| project_id |
1M0572 |
| agency |
GA MŠk |
| country |
CZ |
| ARLID |
cav_un_auth*0001814 |
|
| project |
| project_id |
GA201/08/0539 |
| agency |
GA ČR |
| ARLID |
cav_un_auth*0239648 |
|
| research |
CEZ:AV0Z10750506 |
| abstract
(eng) |
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. |
| action |
| ARLID |
cav_un_auth*0264296 |
| name |
5th European Workshop on Probabilistic Graphical Models |
| place |
Helsinki |
| dates |
13.09.2010-15.09.2010 |
| country |
FI |
|
| reportyear |
2011 |
| RIV |
BA |
| permalink |
http://hdl.handle.net/11104/0188258 |
| arlyear |
2010 |
| mrcbU63 |
cav_un_epca*0347485 Proceedings of the 5th European Workshop on Probabilistic Graphical Models (PGM 2010) 978-952-60-3314-3 1458-946X 257 264 Helsinki HIIT Publications 2010 |
| mrcbU67 |
Myllymaki Petri 340 |
| mrcbU67 |
Roos Teemu 340 |
| mrcbU67 |
Jaakkola Tommi 340 |
|