Classification of Arrhythmic and Normal Rhythm FECG Signal Based on Ensemble Features and Dense Networks.
S. R. BreeshaS. S. VinsleyPublished in: J. Circuits Syst. Comput. (2024)
Keyphrases
- feature vectors
- classification accuracy
- feature extraction
- feature set
- classification method
- feature space
- final classification
- classification models
- training set
- classification process
- class labels
- multiple classifiers
- decision tree classifiers
- extracted features
- feature selection
- signal processing
- svm classifier
- feature analysis
- wrapper feature selection
- decision trees
- pattern recognition
- extracting features
- image classification
- benchmark datasets
- high dimensionality
- feature subset
- individual features
- text classification
- feature values
- frequency domain
- ensemble classifier
- image features
- classifier ensemble
- eeg signals
- training samples
- network structure
- classification algorithm
- model selection
- weak classifiers
- discriminative features
- ecg signals
- feature ranking
- ensemble learning
- random forest
- decision forest
- machine learning algorithms
- supervised learning