. "Knowledge elicitation from extensive data files inevitably reduces the extracted information content. Results always serve to a subsequent, often dynamic, decision making. Its quality depends critically on the reduction made. This fact is rarely respected in the extensive set of methods for knowledge exctraction, often, because of the %22curse of dimensionality%22 connected with the methodologies that address the decision-making problem in its entirety. The proposed project will contribute to an improved solution of the above general problem: i) by solving general dynamic decision making via fully probabilistic methodology that describes both the subject and aims of decision making in probabilistic terms; ii) by designing approximation methodology allowing to solve practically a wide range decision making problems; iii) by verifying of the proposed algorithms on a non-trivial, economically significant application."@en . . . "0"^^ . "2010-06-30+02:00"^^ . "2C06001" . "1"^^ . "Fully probabilistic design of adaptive decision-making strategies suitable under informationally demanding conditions"@en . . "1"^^ . . "The project goal was to solve a general dynamic decision problem using bayesian methodology. The research plan has been solved according to the plan. A number of original both theoretial and practically applicable results has been achieved."@en . "2009-12-31+01:00"^^ . "Z\u00EDsk\u00E1v\u00E1n\u00ED znalost\u00ED z rozs\u00E1hl\u00FDch datov\u00FDch soubor\u016F je reduk\u010Dn\u00ED transformac\u00ED. V\u00FDsledky v\u017Edy slou\u017E\u00ED k n\u00E1vazn\u00E9mu, \u010Dasto dynamick\u00E9mu, rozhodov\u00E1n\u00ED. Kvalita tohoto rozhodov\u00E1n\u00ED je podstatn\u011B ovlivn\u011Bna pou\u017Eitou transformac\u00ED. V obrovsk\u00E9m arsen\u00E1lu dostupn\u00FDch postup\u016Fje tato skute\u010Dnost respektov\u00E1na z\u0159\u00EDdka. Ucelen\u00E9 \u0159e\u0161en\u00ED rozhodovac\u00EDho probl\u00E9mu zahrnuj\u00EDc\u00EDho i zm\u00EDn\u011Bnou transformaci je omezeno prudce nar\u016Fstaj\u00EDc\u00ED v\u00FDpo\u010Detn\u00ED slo\u017Eitost\u00ED (tzv. %22proklet\u00EDm rozm\u011Brnosti%22). Navrhovan\u00FD projekt si klade za c\u00EDl p\u0159isp\u011Bt k \u0159e\u0161en\u00ED tohoto obecn\u00E9ho probl\u00E9mu: i) \u0159e\u0161en\u00EDm obecn\u00E9 dynamick\u00E9 rozhodovac\u00ED \u00FAlohy pomoc\u00ED p\u016Fvodn\u00ED bayesovsk\u00E9 metodologie popisuj\u00EDc\u00ED pln\u011B pravd\u011Bpodobnostn\u011B jak objekt rozhodov\u00E1n\u00ED, tak jeho n\u00E1sobn\u00E9 c\u00EDle; ii) n\u00E1vrhem metodologie aproximace z\u00EDskan\u00E9ho \u0159e\u0161en\u00ED umo\u017E\u0148uj\u00EDc\u00ED prakticky \u0159e\u0161it bohatou t\u0159\u00EDdu rozhodovac\u00EDch \u00FAloh; iii) ov\u011B\u0159en\u00EDm vyvinut\u00FDch postup\u016F na netrivi\u00E1ln\u00EDch, prakticky v\u00FDznamn\u00FDch aplikac\u00EDch v medic\u00EDn\u011B a ekonomii." . . . "18"^^ . . "18"^^ . " z\u00EDsk\u00E1v\u00E1n\u00ED znalost\u00ED" . . . . "2006-07-01+02:00"^^ . . "Projekt byl zam\u011B\u0159en na problematiku \u0159e\u0161en\u00ED obecn\u00E9 dynamick\u00E9 rozhodovac\u00ED \u00FAlohy pomoc\u00ED p\u016Fvodn\u00ED bayesovsk\u00E9 (pravd\u011Bpodobnostn\u00ED) metodologie. Projekt byl \u0159e\u0161en dle zad\u00E1n\u00ED. Byla dosa\u017Eena \u0159ada origin\u00E1ln\u00EDch teoretick\u00FDch i prakticky pou\u017Eiteln\u00FDch v\u00FDsledk\u016F."@cs . . . "2009-02-02+01:00"^^ . "Pln\u011B pravd\u011Bpodobnostn\u00ED n\u00E1vrh adaptivn\u00EDch rozhodovac\u00EDch strategi\u00ED v informa\u010Dn\u011B n\u00E1ro\u010Dn\u00FDch podm\u00EDnk\u00E1ch" . "bayesovsk\u00E9 dynamick\u00E9 rozhodov\u00E1n\u00ED, z\u00EDsk\u00E1v\u00E1n\u00ED znalost\u00ED, pln\u011B pravd\u011Bpodobnostn\u00ED n\u00E1vrh, aproximace"@en . . "bayesovsk\u00E9 dynamick\u00E9 rozhodov\u00E1n\u00ED" . . . . . "http://www.isvav.cz/projectDetail.do?rowId=2C06001"^^ . " pln\u011B pravd\u011Bpodobnostn\u00ED n\u00E1vrh" . .