Interpreting Deep Neural Networks for Single-Lead ECG Arrhythmia Classification.
Sricharan VijayaranganBalamurali MurugesanVignesh RavichandranS. P. PreejithJayaraj JosephMohanasankar SivaprakasamPublished in: EMBC (2020)
Keyphrases
- neural network
- pattern recognition
- heart rate variability
- ecg signals
- beat classification
- rule extraction
- mit bih arrhythmia database
- classification accuracy
- machine learning
- classification process
- image classification
- decision trees
- support vector machine svm
- fuzzy logic
- class labels
- benchmark datasets
- classification scheme
- automatic classification
- feature space
- classification method
- learning vector quantization
- back propagation
- text classification
- fuzzy decision trees
- feature selection
- support vector machine
- machine learning methods
- activation function
- data sets
- multi layer perceptron
- feed forward
- neural network model
- classification rules
- artificial neural networks
- decision rules
- signal processing
- rough sets
- knn
- training set