"RIV/60461373:22340/05:00014356" . "Fermentation processes; Fuzzy systems; Neural networks; Recognition; Rule-based systems"@en . "On-Line Recognition of Metabolic State of Baker's Yeast Culture."@en . "534582" . . . "397-402" . "On-Line Recognition of Metabolic State of Baker's Yeast Culture." . "This paper presents the comparison of two approaches based on artificial intelligence techniques solving the task of on-line recognition of metabolic state of baker's yeast culture in a fed-batch cultivation. The first approach is represented by a knowledge-based system containing expert knowledge in the form of production rules. The other approach is based on the application of the fuzzy neural network paradigm enabling the automatic extraction of the recognition rules from experimental data. Performance of both approaches is discussed using results obtained from tests on experimental data from a laboratory cultivation unit."@en . "Tento p\u0159\u00EDsp\u011Bvek pod\u00E1v\u00E1 porovn\u00E1n\u00ED dvou technik na b\u00E1zi um\u011Bl\u00E9 inteligence pro \u0159e\u0161en\u00ED probl\u00E9mu on-line rozpozn\u00E1v\u00E1n\u00ED metabolick\u00E9ho stavu peka\u0159sk\u00E9ho dro\u017Ed\u00ED b\u011Bhem p\u0159\u00EDtokovan\u00FDch kultivac\u00ED. Prvn\u00ED p\u0159\u00EDstup je reprezentov\u00E1n znalostn\u00EDm syst\u00E9mem obsahuj\u00EDc\u00EDm expertn\u00ED znalosti v podob\u011B produk\u010Dn\u00EDch pravidel. Druh\u00FD p\u0159\u00EDstup je zalo\u017Een na aplikaci fuzzy-neuronov\u00E9 s\u00EDt\u011B, kter\u00E1 z\u00EDsk\u00E1v\u00E1 detek\u010Dn\u00ED pravidla automatizovan\u00FDm u\u010Den\u00EDm p\u0159\u00EDmo z experiment\u00E1ln\u00EDch dat. Vlastnosti obou srovn\u00E1van\u00FDch technik jsou analyzov\u00E1ny na z\u00E1klad\u011B test\u016F na experiment\u00E1ln\u00EDch datech z laboratorn\u00ED kultiva\u010Dn\u00ED stanice."@cs . . . . . . . "3"^^ . "Rozpozn\u00E1v\u00E1n\u00ED metabolick\u00E9ho stavu kultury peka\u0159sk\u00E9ho dro\u017Ed\u00ED v re\u017Eimu on-line"@cs . "Elsevier Science" . . "On-Line Recognition of Metabolic State of Baker's Yeast Culture." . "0-08-044251-X" . . "Rozpozn\u00E1v\u00E1n\u00ED metabolick\u00E9ho stavu kultury peka\u0159sk\u00E9ho dro\u017Ed\u00ED v re\u017Eimu on-line"@cs . . "3"^^ . "Nancy" . . "Z(MSM6046137306)" . . "[025FF548E330]" . "Proc. of 9th Int. Conf. Computer Appl. in Biotechnology" . . . "22340" . . . "Hrn\u010Di\u0159\u00EDk, Pavel" . "Oxford" . "RIV/60461373:22340/05:00014356!RIV06-MSM-22340___" . "Vovs\u00EDk, Jaroslav" . . . . "On-Line Recognition of Metabolic State of Baker's Yeast Culture."@en . "6"^^ . "This paper presents the comparison of two approaches based on artificial intelligence techniques solving the task of on-line recognition of metabolic state of baker's yeast culture in a fed-batch cultivation. The first approach is represented by a knowledge-based system containing expert knowledge in the form of production rules. The other approach is based on the application of the fuzzy neural network paradigm enabling the automatic extraction of the recognition rules from experimental data. Performance of both approaches is discussed using results obtained from tests on experimental data from a laboratory cultivation unit." . "N\u00E1hl\u00EDk, Jan" . "2004-03-30+02:00"^^ .