"2009-08-23+02:00"^^ . . "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."@en . . . "1"^^ . . . "5"^^ . "1"^^ . "Knowledge Elicitation Via Extension of Fragmental Knowledge Pieces"@en . . "RIV/67985556:_____/09:00328657!RIV10-AV0-67985556" . . "knowledge elicitation; Bayesian paradigm"@en . "Budapest" . . "Budapest" . . . . "Knowledge Elicitation Via Extension of Fragmental Knowledge Pieces"@en . "K\u00E1rn\u00FD, Miroslav" . . "321921" . "P(GA102/08/0567), Z(AV0Z10750506)" . "Knowledge Elicitation Via Extension of Fragmental Knowledge Pieces" . "[3ACCB6BF0910]" . "Proceedings of the European Control Conference 2009" . "978-963-311-369-1" . . . . . "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." . "European Union Control Association" . "RIV/67985556:_____/09:00328657" . "Knowledge Elicitation Via Extension of Fragmental Knowledge Pieces" . .