Improved ECG heartbeat classification based on 1-D convolutional neural networks.
Ayub Othman AbdulrahmanKarwan Mahdi Hama Hama RawfAree Ali MohammedPublished in: Multim. Tools Appl. (2024)
Keyphrases
- convolutional neural networks
- heart rate
- machine learning algorithms
- image classification
- decision trees
- ecg signals
- automatic classification
- pattern recognition
- support vector
- classification accuracy
- classification systems
- classification scheme
- machine learning methods
- pattern classification
- machine learning
- classification method
- classification algorithm
- decision rules
- training set
- preprocessing
- benchmark datasets
- neural network
- support vector machine svm
- improved algorithm
- unsupervised learning
- feature extraction
- feature set
- classification process
- supervised learning