ECGadv: Generating Adversarial Electrocardiogram to Misguide Arrhythmia Classification System.
Huangxun ChenChenyu HuangQianyi HuangQian ZhangPublished in: CoRR (2019)
Keyphrases
- heart rate variability
- classification accuracy
- pattern classification
- feature extraction
- image classification
- automatic classification
- classification algorithm
- beat classification
- decision trees
- document classification
- supervised learning
- feature space
- pattern recognition
- support vector
- classification scheme
- classification systems
- classification rules
- machine learning methods
- classification method
- multi agent
- benchmark datasets
- generation process
- ecg signals
- feature vectors
- mit bih arrhythmia database
- feature selection
- decision rules
- machine learning algorithms
- support vector machine svm
- model selection
- text classification
- feature set
- training set