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Description
  • 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.
  • 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)
Title
  • System Approach to Complex Signal Processing Task
  • System Approach to Complex Signal Processing Task (en)
skos:prefLabel
  • System Approach to Complex Signal Processing Task
  • System Approach to Complex Signal Processing Task (en)
skos:notation
  • RIV/68407700:21460/09:00161060!RIV10-AV0-21460___
http://linked.open...avai/riv/aktivita
http://linked.open...avai/riv/aktivity
  • P(1ET101210512)
http://linked.open...vai/riv/dodaniDat
http://linked.open...aciTvurceVysledku
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http://linked.open...iv/duvernostUdaju
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http://linked.open...dnocenehoVysledku
  • 345145
http://linked.open...ai/riv/idVysledku
  • RIV/68407700:21460/09:00161060
http://linked.open...riv/jazykVysledku
http://linked.open.../riv/klicovaSlova
  • PSG; EEG; neonatal; sleep; segmentation; classification; clustering (en)
http://linked.open.../riv/klicoveSlovo
http://linked.open...ontrolniKodProRIV
  • [FB310D7E5EC4]
http://linked.open...v/mistoKonaniAkce
  • Las Palmas de Gran Canaria
http://linked.open...i/riv/mistoVydani
  • Heidelberg
http://linked.open...i/riv/nazevZdroje
  • Computer Aided Systems Theory - Revised Selected Papers
http://linked.open...in/vavai/riv/obor
http://linked.open...ichTvurcuVysledku
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http://linked.open...vavai/riv/projekt
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http://linked.open...iv/tvurceVysledku
  • Krajča, Vladimír
  • Gerla, Václav
http://linked.open...vavai/riv/typAkce
http://linked.open.../riv/zahajeniAkce
issn
  • 0302-9743
number of pages
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  • Springer-Verlag
https://schema.org/isbn
  • 978-3-642-04771-8
http://localhost/t...ganizacniJednotka
  • 21460
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