Singular Spectrum Analysis of Sleep EEG in Insomnia.
Serap AydinHamdi Melih SaraogluSadik KaraPublished in: J. Medical Syst. (2011)
Keyphrases
- singular spectrum analysis
- sleep stage
- eeg signals
- complex valued
- obstructive sleep apnea
- change point detection
- support vector regression
- sleep apnea
- data preprocessing
- real valued
- artificial neural networks
- signal processing
- brain computer interface
- non stationary
- recurrent neural networks
- regression model
- hybrid model
- linear equations
- sequential data
- data mining
- outlier detection
- data integration
- data analysis
- support vector