| bibtype |
C -
Conference Paper (international conference)
|
| ARLID |
0040066 |
| utime |
20240103182628.0 |
| mtime |
20060727235959.9 |
| title
(primary) (eng) |
An algeraic approach to structural learning Bayesian networks |
| specification |
|
| serial |
| ARLID |
cav_un_epca*0076601 |
| ISBN |
2-84254-112-X |
| title
|
IPMU 2006. Information Processing and Management of Uncertainty in Knowledge-Based Systems |
| page_num |
2284-2291 |
| publisher |
| place |
Paris |
| name |
Editions EDK |
| year |
2006 |
|
| editor |
| name1 |
Bouchon-Meunier |
| name2 |
B. |
|
| editor |
|
|
| title
(cze) |
Algebraický přístup k strukturálnímu učení Bayesovských sítí |
| keyword |
learning Bayesian networks |
| keyword |
standard imset |
| keyword |
data vector |
| author
(primary) |
| ARLID |
cav_un_auth*0101202 |
| name1 |
Studený |
| name2 |
Milan |
| institution |
UTIA-B |
| full_dept |
Department of Decision Making Theory |
| fullinstit |
Ústav teorie informace a automatizace AV ČR, v. v. i. |
|
| COSATI |
12A |
| cas_special |
| project |
| project_id |
GA201/04/0393 |
| agency |
GA ČR |
| ARLID |
cav_un_auth*0001808 |
|
| research |
CEZ:AV0Z10750506 |
| abstract
(eng) |
Basic idea is that every Bayesian network (BN) model is uniquely described by a certain integral vector, named standard imset. Every score-equivalent decomposable criterion appreas to be an affine function of the standard imset. Albegraic view can be extended to databases: every databases can be represented in form of a data vector (relative to the criterion), which is the vector of same dimension as the standard imset. |
| abstract
(cze) |
Základní myšlenka je že každý model daný Bayesovskou sítí je popsán určitým celočíselným vektorem, nazývaným standardní imset. Každé skore-ekvivalentní rozložitelné kriterium se ukazuje být afinní funkcí standardního imsetu. Algebraický pohled může být rozšířen na databáze: každá databáze může být reprezentována ve formě datového vektoru (vzhledem ke kriteriu) což je vektor stejné dimense jako standardní imset. |
| action |
| ARLID |
cav_un_auth*0215840 |
| name |
IMPU 2006 |
| place |
Paris |
| dates |
02.07.2006-07.07.2006 |
| country |
FR |
|
| reportyear |
2007 |
| RIV |
BA |
| permalink |
http://hdl.handle.net/11104/0133928 |
| arlyear |
2006 |
| mrcbU63 |
cav_un_epca*0076601 IPMU 2006. Information Processing and Management of Uncertainty in Knowledge-Based Systems 2-84254-112-X 2284 2291 Paris Editions EDK 2006 |
| mrcbU67 |
Bouchon-Meunier B. 340 |
| mrcbU67 |
Yager R. R. 340 |
|