ECG bio-identification using Fréchet classifiers: A proposed methodology based on modeling the dynamic change of the ECG features.
Abdullah BiranAleksandar JeremicPublished in: Biomed. Signal Process. Control. (2023)
Keyphrases
- feature set
- ecg signals
- svm classifier
- extracted features
- monitoring system
- signal processing
- support vector
- feature vectors
- training data
- feature values
- feature extractors
- feature types
- feature weights
- classification models
- feature selection algorithms
- ensemble classifier
- classification process
- linear classifiers
- classification method
- data sets
- neural classifier
- low level
- feature extraction
- decision trees
- feature selection
- changing environment
- lexical features
- binary features
- decision tree classifiers
- beat classification
- bayes classifier
- heart rate
- multiple features
- benchmark datasets
- image classification
- learning algorithm