Augmentation of Dispersion Entropy for Handling Missing and Outlier Samples in Physiological Signal Monitoring.
Evangelos KafantarisIan PiperTsz-Yan Milly LoJavier EscuderoPublished in: Entropy (2020)
Keyphrases
- heart rate
- heart rate variability
- monitoring system
- mutual information
- signal processing
- data sets
- information theory
- frequency domain
- outlier detection
- missing data
- blood glucose
- real time
- acoustic emission
- impulse response
- sample points
- missing values
- information theoretic
- training samples
- non stationary
- early warning
- condition monitoring
- independent component analysis
- incomplete data
- independent components
- health monitoring
- decision support
- original signal
- training set
- feature space
- neural network