A hybrid method for heartbeat classification via convolutional neural networks, multilayer perceptrons and focal loss.
Tao WangChanghua LuMei YangFeng HongChun LiuPublished in: PeerJ Comput. Sci. (2020)
Keyphrases
- hybrid method
- multilayer perceptron
- convolutional neural networks
- support vector machine
- support vector machine svm
- machine learning
- hybrid algorithm
- radial basis function
- support vector
- pattern recognition
- artificial neural networks
- feature vectors
- data sets
- back propagation
- decision trees
- generalization ability
- feature extraction
- image processing
- artificial intelligence
- neuro fuzzy models
- commonly applied
- radial basis function network
- activation function
- genetic algorithm
- optimization algorithm
- evolutionary algorithm
- feature space