Interpreting Deep Neural Networks for Single-Lead ECG Arrhythmia Classification.
Sricharan VijayaranganBalamurali MurugesanVignesh RavichandranPreejith S. PJayaraj JosephMohanasankar SivaprakasamPublished in: CoRR (2020)
Keyphrases
- neural network
- pattern recognition
- heart rate variability
- ecg signals
- beat classification
- mit bih arrhythmia database
- classification scheme
- machine learning
- learning vector quantization
- decision trees
- classification accuracy
- feature extraction
- multi layer perceptron
- automatic classification
- classification method
- class labels
- support vector machine svm
- image classification
- feature vectors
- text classification
- data sets
- support vector
- nearest neighbour
- classification process
- classification systems
- training process
- machine learning methods
- model selection
- neural network model
- pattern classification
- knn
- support vector machine
- decision rules
- feature space
- supervised learning
- benchmark datasets
- rule extraction
- feature selection
- preprocessing
- genetic algorithm
- signal processing