. . . . . . "[889EA6987639]" . "RIV/68407700:21230/07:03129971" . "\u010Cepek, Miroslav" . . . . "Aplikace induktivn\u00EDho modelov\u00E1n\u00ED na klasifikaci sp\u00E1nkov\u00FDch f\u00E1z\u00ED"@cs . . "978-80-86840-30-7" . . "Proceedings of 41th Spring International Conference MOSIS\\'07" . "Application of Inductive Modeling to Sleep Stages Classification"@en . "21230" . "3"^^ . . . . "In neurology, when a physician needs to examine if a patient suffers from sleep difficulties, he needs to record several biological signals during the patients whole night sleep (polygraphic examination). The diagnosis is based on a manual examination of this recording. This process is of course very time consuming and many different methods assisting the ex- pert have been developed. Unfortunately, none of the methods have proved to be accurate enough and experts often prefer a manual examination of the recording. In this article we look for the best preprocessing methods and the best classification model for distinguishing sleep stages automatically."@en . "Ostrava" . . "\u0160norek, Miroslav" . "Application of Inductive Modeling to Sleep Stages Classification" . "3"^^ . . "Application of Inductive Modeling to Sleep Stages Classification"@en . "In neurology, when a physician needs to examine if a patient suffers from sleep difficulties, he needs to record several biological signals during the patients whole night sleep (polygraphic examination). The diagnosis is based on a manual examination of this recording. This process is of course very time consuming and many different methods assisting the ex- pert have been developed. Unfortunately, none of the methods have proved to be accurate enough and experts often prefer a manual examination of the recording. In this article we look for the best preprocessing methods and the best classification model for distinguishing sleep stages automatically." . "2007-04-24+02:00"^^ . "Artifficial neural networks; Classification; EEG; GAME; Inductive modeling; Sleep scoring"@en . "410475" . . "Ro\u017Enov pod Radho\u0161t\u011Bm" . "Kord\u00EDk, Pavel" . . . . . "MARQ" . "RIV/68407700:21230/07:03129971!RIV08-AV0-21230___" . "In neurology, when a physician needs to examine if a patient suffers from sleep difficulties, he needs to record several biological signals during the patients whole night sleep (polygraphic examination). The diagnosis is based on a manual examination of this recording. This process is of course very time consuming and many different methods assisting the ex- pert have been developed. Unfortunately, none of the methods have proved to be accurate enough and experts often prefer a manual examination of the recording. In this article we look for the best preprocessing methods and the best classification model for distinguishing sleep stages automatically."@cs . . "Aplikace induktivn\u00EDho modelov\u00E1n\u00ED na klasifikaci sp\u00E1nkov\u00FDch f\u00E1z\u00ED"@cs . "Application of Inductive Modeling to Sleep Stages Classification" . "P(KJB201210701), Z(MSM6840770012)" . "63;70" . "8"^^ . .