Deep Convolutional Neural Networks for ECG Heartbeat Classification Using Two-Stage Hierarchical Method.
Abdelrahman M. ShakerManal M. TantawiHowida A. ShedeedMohamed F. TolbaPublished in: AISI (2020)
Keyphrases
- classification method
- classification accuracy
- preprocessing
- pattern classification
- cost function
- clustering method
- training samples
- classification process
- benchmark data sets
- detection method
- support vector machine svm
- support vector machine
- dynamic programming
- high accuracy
- decision trees
- probabilistic model
- machine learning algorithms
- classification algorithm
- machine learning methods
- unsupervised learning
- neural network
- significant improvement
- monitoring system
- pairwise
- multiscale
- similarity measure
- training process
- classification rate