| bibtype |
C -
Conference Paper (international conference)
|
| ARLID |
0328657 |
| utime |
20240111140724.6 |
| mtime |
20090929235959.9 |
| title
(primary) (eng) |
Knowledge Elicitation Via Extension of Fragmental Knowledge Pieces |
| specification |
| page_count |
5 s. |
| media_type |
www |
|
| serial |
| ARLID |
cav_un_epca*0329753 |
| ISBN |
978-963-311-369-1 |
| title
|
Proceedings of the European Control Conference 2009 |
| page_num |
1571-1575 |
| publisher |
| place |
Budapest |
| name |
European Union Control Association |
| year |
2009 |
|
|
| title
(cze) |
Získávání znalosti založené na rozšíření zlomkové znalosti |
| keyword |
knowledge elicitation |
| keyword |
Bayesian paradigm |
| 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. |
|
| source |
|
| cas_special |
| project |
| project_id |
GA102/08/0567 |
| agency |
GA ČR |
| ARLID |
cav_un_auth*0239566 |
|
| research |
CEZ:AV0Z10750506 |
| abstract
(eng) |
The paper describes an advanced methodology of automatic knowledge elicitation. It merges fragmental uncertain knowledge pieces into the prior distribution of unknown parameter of a probabilistic model of a dynamic system. Careful knowledge elicitation helps in achieving as bump-less start of model-based controllers as possible. It is also important when observed data are poorly informative, which is a typical situation in closed control loops. Rigorous use of the Bayesian paradigm to the knowledge elicitation forms the essence of the methodology. Unlike former solutions, it can handle fragmental and incompletely compatible knowledge pieces in a systematic way. The description of the methodology dominates the paper and just an illustrative example is presented. |
| abstract
(cze) |
Článek popisuje pokročilou metodologii automatického získávání znalostí. Kombinuje dílčí, neurčité a zlomkové znalosti do apriorní distribuce popisující neznámý parametr pravděpodobnostního modelu dynamického systému. |
| action |
| ARLID |
cav_un_auth*0253689 |
| name |
European Control Conference 2009 |
| place |
Budapest |
| dates |
23.08.2009-26.08.2009 |
| country |
HU |
|
| reportyear |
2010 |
| RIV |
BB |
| permalink |
http://hdl.handle.net/11104/0174924 |
| arlyear |
2009 |
| mrcbU56 |
pdf |
| mrcbU63 |
cav_un_epca*0329753 Proceedings of the European Control Conference 2009 978-963-311-369-1 1571 1575 Budapest European Union Control Association 2009 |
|