| bibtype |
C -
Conference Paper (international conference)
|
| ARLID |
0411106 |
| utime |
20240103182302.2 |
| mtime |
20060210235959.9 |
| ISBN |
1-894145-17-8 |
| title
(primary) (eng) |
On approximating multidimensional probability distributions by compositional models |
| publisher |
| place |
Waterloo |
| name |
Carleton Scientific |
| pub_time |
2003 |
|
| specification |
|
| serial |
| title
|
Proceedings of the Third International Symposium on Imprecise Probabilities and Their Applications |
| page_num |
305-320 |
| editor |
| name1 |
Bernard |
| name2 |
J.-M. |
|
| editor |
| name1 |
Seidenfeld |
| name2 |
T. |
|
| editor |
|
|
| keyword |
multidimensional distributions |
| keyword |
approximations |
| keyword |
conditional independence |
| author
(primary) |
| ARLID |
cav_un_auth*0101118 |
| name1 |
Jiroušek |
| name2 |
Radim |
| 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 |
IAA2075302 |
| agency |
GA AV ČR |
| ARLID |
cav_un_auth*0001801 |
|
| research |
CEZ:AV0Z1075907 |
| abstract
(eng) |
This paper proposes application of compositional models for approximating multidimensional probability distributions with the help of models defined by a reasonable number of parameters. In addition to a theoretical background, a heuristic algorithm solving one part of a model learning process is presented. Its basic idea, construction of an approximation exploiting informational content of given low-dimensional distributions in a maximal possible way, was proposed originally by Albert Perez. |
| action |
| ARLID |
cav_un_auth*0213039 |
| name |
International Symposium on Imprecise Probabilities and Their Applications /3./ |
| place |
Lugano |
| country |
CH |
| dates |
14.07.2003-17.07.2003 |
|
| RIV |
BA |
| department |
MTR |
| permalink |
http://hdl.handle.net/11104/0131193 |
| ID_orig |
UTIA-B 20030093 |
| arlyear |
2003 |
| mrcbU10 |
2003 |
| mrcbU10 |
Waterloo Carleton Scientific |
| mrcbU12 |
1-894145-17-8 |
| mrcbU63 |
Proceedings of the Third International Symposium on Imprecise Probabilities and Their Applications 305 320 |
| mrcbU67 |
Bernard J.-M. 340 |
| mrcbU67 |
Seidenfeld T. 340 |
| mrcbU67 |
Zaffalon M. 340 |
|