| bibtype |
C -
Conference Paper (international conference)
|
| ARLID |
0411378 |
| utime |
20240111140636.5 |
| mtime |
20060210235959.9 |
| title
(primary) (eng) |
Cross-validation of controlled dynamic models: Bayesian approach |
| publisher |
| place |
Prague |
| name |
IFAC |
| pub_time |
2005 |
|
| specification |
| page_count |
7 s. |
| media_type |
DVD-ROM |
|
| serial |
| title
|
Preprints of the 16th World Congress of the International Federation of Automatic Control |
| page_num |
1-6 |
|
| title
(cze) |
Bayesovský přístup k ověřování platnosti řízeného dynamického modelu |
| keyword |
model validation |
| keyword |
exponential family |
| keyword |
Bayesian approach |
| author
(primary) |
| ARLID |
cav_un_auth*0101124 |
| name1 |
Kárný |
| name2 |
Miroslav |
| institution |
UTIA-B |
| full_dept |
Department of Adaptive Systems |
| fullinstit |
Ústav teorie informace a automatizace AV ČR, v. v. i. |
|
| author
|
| ARLID |
cav_un_auth*0101168 |
| name1 |
Nedoma |
| name2 |
Petr |
| institution |
UTIA-B |
| fullinstit |
Ústav teorie informace a automatizace AV ČR, v. v. i. |
|
| author
|
| ARLID |
cav_un_auth*0101207 |
| name1 |
Šmídl |
| name2 |
Václav |
| institution |
UTIA-B |
| full_dept |
Department of Adaptive Systems |
| fullinstit |
Ústav teorie informace a automatizace AV ČR, v. v. i. |
|
| source |
|
| COSATI |
09I |
| cas_special |
| project |
| project_id |
IBS1075351 |
| agency |
GA AV ČR |
| ARLID |
cav_un_auth*0001804 |
|
| project |
| project_id |
1ET100750401 |
| agency |
GA AV ČR |
| ARLID |
cav_un_auth*0001792 |
|
| project |
| project_id |
1M0572 |
| agency |
GA MŠk |
| ARLID |
cav_un_auth*0001814 |
|
| research |
CEZ:AV0Z10750506 |
| abstract
(eng) |
Model validation is considered as an obligatory step in model learning. This paper approaches the problem of model validation using Bayesian formulation and solution. An algorithm for validation of models estimated within the practically important exponential family is presented. Performance of the algorithms is illustrated on simulated example. |
| abstract
(cze) |
Ověření platnosti modelu je nezbytným krokem po identifikaci modelu. V tomto příspěvku popisujeme obecný Bayesovský přístup k tomuto problému a jeho řešení. Je zde popsán konkrétní algoritmus pro ověřování modelů z důležité exponenciální rodiny. Možnosti tohoto algoritmu jsou ilustrovány na simulovaném příkladě. |
| action |
| ARLID |
cav_un_auth*0213202 |
| name |
IFAC World Congress /16./ |
| place |
Prague |
| country |
CZ |
| dates |
03.07.2005-08.07.2005 |
|
| RIV |
BC |
| reportyear |
2006 |
| department |
AS |
| permalink |
http://hdl.handle.net/11104/0131460 |
| ID_orig |
UTIA-B 20050108 |
| arlyear |
2005 |
| mrcbU10 |
2005 |
| mrcbU10 |
Prague IFAC |
| mrcbU56 |
250 kB |
| mrcbU63 |
Preprints of the 16th World Congress of the International Federation of Automatic Control 1 6 |
|