Automatic sleep stages classification using optimize flexible analytic wavelet transform

Sachin Taran; Prakash Chandra Sharma; Varun Bajaj

doi:10.1016/j.knosys.2019.105367

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Automatic sleep stages classification using optimize flexible analytic wavelet transform

Sachin Taran Prakash Chandra Sharma Varun Bajaj

Year: 2019 Journal: Knowledge-Based Systems Vol: 192 Pages: 105367-105367 Publisher: Elsevier BV

DOI: 10.1016/j.knosys.2019.105367

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Keywords:

Pattern recognition (psychology) Artificial intelligence Electroencephalography Computer science Wavelet Decision tree Sleep Stages Linear discriminant analysis Support vector machine k-nearest neighbors algorithm Parametric statistics Sleep (system call) Statistical hypothesis testing Statistics Mathematics Polysomnography Psychology

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EEG and Brain-Computer Interfaces

Life Sciences → Neuroscience → Cognitive Neuroscience

Sleep and Wakefulness Research

Life Sciences → Neuroscience → Cognitive Neuroscience

Sleep and Work-Related Fatigue

Social Sciences → Psychology → Experimental and Cognitive Psychology

Automatic sleep stages classification using optimize flexible analytic wavelet transform

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