| bibtype |
J -
Journal Article
|
| ARLID |
0410896 |
| utime |
20240103182247.1 |
| mtime |
20060210235959.9 |
| title
(primary) (eng) |
On stochastic conditional independence: the problems of characterization and description |
| specification |
|
| serial |
| ARLID |
cav_un_epca*0250795 |
| ISSN |
1012-2443 |
| title
|
Annals of Mathematics and Artificial Intelligence |
| volume_id |
35 |
| page_num |
323-341 |
|
| keyword |
conditional indepencence |
| keyword |
chain graphs |
| keyword |
structural imsets |
| 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 |
GA201/01/1482 |
| agency |
GA ČR |
| ARLID |
cav_un_auth*0005723 |
|
| project |
| project_id |
IAA1075104 |
| agency |
GA AV ČR |
| ARLID |
cav_un_auth*0001799 |
|
| research |
CEZ:AV0Z1075907 |
| abstract
(eng) |
The topic of this survey are structures of stochastic conditional independence (CI). The basic formal properties of CI are recapitulated and the problem of axiomatic characterization of CI models is mentioned. Classic graphical methods of description of these structures are recalled, in particular the method which uses chain graphs. A certain method of description of stochastic CI structures which uses non-graphical tools called 'structural imsets' is outlined. |
| RIV |
BA |
| department |
MTR |
| permalink |
http://hdl.handle.net/11104/0130983 |
| ID_orig |
UTIA-B 20020110 |
| arlyear |
2002 |
| mrcbU63 |
cav_un_epca*0250795 Annals of Mathematics and Artificial Intelligence 1012-2443 1573-7470 Roč. 35 1/4 2002 323 341 |
|