Three-Heartbeat Multilead ECG Recognition Method for Arrhythmia Classification.
Liang-Hung WangYan-Ting YuWei LiuLu XuChao-Xin XieTao YangI-Chun KuoXin-Kang WangJie GaoPao-Cheng HuangShih-Lun ChenWei-Yuan ChiangPatricia Angela R. AbuPublished in: IEEE Access (2022)
Keyphrases
- pattern recognition
- classification method
- preprocessing
- support vector machine
- support vector machine svm
- recognition process
- pattern classification
- machine learning methods
- significant improvement
- benchmark data sets
- feature extraction
- feature set
- learning algorithm
- classification process
- detection method
- unsupervised learning
- classification accuracy
- model selection
- feature selection
- low error rates
- classification procedure
- action recognition
- decision rules
- support vector
- decision trees
- objective function
- ecg signals
- data sets
- automatic recognition
- accuracy rate
- training data
- cross validation
- segmentation method
- clustering method
- image classification
- recognition rate