About: Fully probabilistic knowledge expression and incorporation

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An Entity of Type : http://linked.opendata.cz/ontology/domain/vavai/Vysledek, within Data Space : linked.opendata.cz associated with source document(s)

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rdf:type	skos:Concept http://linked.opendata.cz/ontology/domain/vavai/Vysledek
Description	An exploitation of prior knowledge in parameter estimation becomes vital whenever measured data is not informative enough. Elicitation of quantified prior knowledge is a well-elaborated art in societal and medical applications but not in the engineering ones. Frequently required involvement of a facilitator is mostly unrealistic due to either facilitator’s high costs or complexity of modelled relationships that cannot be grasped by humans. This paper provides a facilitator-free approach based on an advanced knowledgesharing methodology. It presents the approach on commonly available types of knowledge and applies the methodology to a normal controlled autoregressive model. An exploitation of prior knowledge in parameter estimation becomes vital whenever measured data is not informative enough. Elicitation of quantified prior knowledge is a well-elaborated art in societal and medical applications but not in the engineering ones. Frequently required involvement of a facilitator is mostly unrealistic due to either facilitator’s high costs or complexity of modelled relationships that cannot be grasped by humans. This paper provides a facilitator-free approach based on an advanced knowledgesharing methodology. It presents the approach on commonly available types of knowledge and applies the methodology to a normal controlled autoregressive model. (en)
Title	Fully probabilistic knowledge expression and incorporation Fully probabilistic knowledge expression and incorporation (en)
skos:prefLabel	Fully probabilistic knowledge expression and incorporation Fully probabilistic knowledge expression and incorporation (en)
skos:notation	RIV/67985556:_____/14:00438275!RIV15-GA0-67985556
http://linked.open...avai/riv/aktivita	I P S
http://linked.open...avai/riv/aktivity	I, P(GA13-13502S), S
http://linked.open...iv/cisloPeriodika	4
http://linked.open...vai/riv/dodaniDat	2015
http://linked.open...aciTvurceVysledku	Nedoma, Petr Guy, Tatiana Valentine Kárný, Miroslav
http://linked.open.../riv/druhVysledku	J - Článek v odborném periodiku
http://linked.open...iv/duvernostUdaju	S - Úplné a pravdivé údaje nepodléhající ochraně podle zvláštních právních předpisů
http://linked.open...titaPredkladatele	Ústav teorie informace a automatizace AV ČR, v. v. i.
http://linked.open...dnocenehoVysledku	17641
http://linked.open...ai/riv/idVysledku	RIV/67985556:_____/14:00438275
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	Bayesian estimation; knowledge elicitation; just-in-time modelling; controlled autoregressive model (en)
http://linked.open.../riv/klicoveSlovo	controlled autoregressive model just-in-time modelling Bayesian estimation knowledge elicitation
http://linked.open...odStatuVydavatele	US - Spojené státy americké
http://linked.open...ontrolniKodProRIV	[77F0914E2862]
http://linked.open...i/riv/nazevZdroje	Statistics and its Interface
http://linked.open...in/vavai/riv/obor	BB
http://linked.open...ichTvurcuVysledku	3 (xsd:int)
http://linked.open...cetTvurcuVysledku	6 (xsd:int)
http://linked.open...vavai/riv/projekt	Fully Probabilistic Design of Dynamic Decision Strategies for Imperfect Participants in Market Scenarios
http://linked.open...UplatneniVysledku	2014
http://linked.open...v/svazekPeriodika	7
http://linked.open...iv/tvurceVysledku	Guy, Tatiana Valentine Kárný, Miroslav Nedoma, Petr Bodini, A. Kracík, J. Ruggeri, F.
http://linked.open...ain/vavai/riv/wos	000348624200008
issn	1938-7989
number of pages	13 (xsd:int)
http://bibframe.org/vocab/doi	10.4310/SII.2014.v7.n4.a7

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