"4"^^ . "978-3-642-04771-8" . . . "System Approach to Complex Signal Processing Task" . . "This paper describes methods of automatic analysis and classification of biological signals. Polysomnographic (PSG) recordings encompass a set of heterogeneous biological signals (e.g. EEG; EOG; EMG; ECG; PNG) recorded simultaneously. These signals; especially EEG; are very complex and exhibit nonstationarity and stochasticity. Thus their processing represents a challenging multilevel procedure composed of several methods. Used methods are illustrated on examples of PSG recordings of newborns and sleep recordings of adults and can be applied to similar tasks in other problem domains." . "2009-02-15+01:00"^^ . "Gerla, V\u00E1clav" . . . "0302-9743" . . . . . "[FB310D7E5EC4]" . . . "Computer Aided Systems Theory - Revised Selected Papers" . "System Approach to Complex Signal Processing Task"@en . "Springer-Verlag" . "P(1ET101210512)" . "Kraj\u010Da, Vladim\u00EDr" . "21460" . . "RIV/68407700:21460/09:00161060!RIV10-AV0-21460___" . . "PSG; EEG; neonatal; sleep; segmentation; classification; clustering"@en . "System Approach to Complex Signal Processing Task"@en . . "Las Palmas de Gran Canaria" . "RIV/68407700:21460/09:00161060" . . . . "8"^^ . . . "1"^^ . . "System Approach to Complex Signal Processing Task" . "345145" . "Heidelberg" . "This paper describes methods of automatic analysis and classification of biological signals. Polysomnographic (PSG) recordings encompass a set of heterogeneous biological signals (e.g. EEG; EOG; EMG; ECG; PNG) recorded simultaneously. These signals; especially EEG; are very complex and exhibit nonstationarity and stochasticity. Thus their processing represents a challenging multilevel procedure composed of several methods. Used methods are illustrated on examples of PSG recordings of newborns and sleep recordings of adults and can be applied to similar tasks in other problem domains."@en .