Electrocardiogram Heartbeat Classification Using Machine Learning and Ensemble Convolutional Neural Network-Bidirectional Long Short-Term Memory Technique.
Neenu SharmaRamesh Kumar SunkariaAmandeep KaurPublished in: IEEE Trans. Artif. Intell. (2024)
Keyphrases
- machine learning
- convolutional neural network
- pattern recognition
- machine learning methods
- feature selection
- supervised machine learning
- support vector machine
- decision trees
- face detection
- neural network
- ecg signals
- supervised learning
- machine learning algorithms
- text classification
- heart rate
- training set
- feature vectors
- classification accuracy
- feature extraction
- decision tree classifiers
- class labels
- model selection
- final classification
- classification method
- ensemble classifier
- multiple classifier systems
- ensemble classification
- classification models
- ensemble methods
- unsupervised learning
- active learning
- feature space
- concept drifting data streams
- heart rate variability
- benchmark datasets
- multiple classifiers
- majority voting
- regression problems
- machine learning approaches
- ensemble learning
- image classification
- training data
- data mining