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Time-frequency analysis of heart rate variability for sleep and wake classification.
Xi Long
Pedro Fonseca
Reinder Haakma
Ronald M. Aarts
Jérôme Foussier
Published in:
BIBE (2012)
Keyphrases
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heart rate variability
heart rate
spectral analysis
training set
sleep stage
classification accuracy
non stationary
decision trees
pattern recognition
image classification
support vector machine
feature vectors
support vector machine svm
feature set
machine learning
decision rules
eeg signals
atrial fibrillation