Classification of ECG based on Hybrid Features using CNNs for Wearable Applications.
Li XiaolinFang XiangRajesh C. PanickerBarry CardiffDeepu JohnPublished in: AICAS (2023)
Keyphrases
- classification accuracy
- feature vectors
- feature extraction
- feature space
- classification method
- feature set
- svm classifier
- classification process
- features extraction
- classification models
- extracted features
- extracting features
- class labels
- feature representation
- irrelevant features
- machine learning
- benchmark datasets
- low level
- feature values
- pattern recognition
- feature analysis
- support vector machine
- discriminative features
- support vector
- svm classification
- automatic classification
- gender classification
- feature subset
- text classification
- machine learning algorithms
- decision trees
- feature selection
- neural network
- feature reduction
- training samples
- input features
- roc curve
- high dimensionality
- classification algorithm
- augmented reality
- ecg signals
- eeg signals
- training set
- textural features
- feature weights
- image classification
- decision tree classifiers