Precise and efficient heartbeat classification using a novel lightweight-modified method.
Yunqing LiuYanrui JinJinlei LiuChengjin QinKe LinHaotian ShiJianfeng TaoLiqun ZhaoChengliang LiuPublished in: Biomed. Signal Process. Control. (2021)
Keyphrases
- lightweight
- classification method
- classification accuracy
- support vector machine svm
- support vector machine
- classification algorithm
- benchmark data sets
- preprocessing
- training samples
- accuracy rate
- machine learning methods
- pairwise
- training set
- wireless sensor networks
- image classification
- computationally efficient
- detection method
- decision rules
- decision trees
- pattern classification
- cost effective
- neural network
- classification rate
- classification scheme
- image segmentation
- similarity measure
- support vector
- pattern recognition
- multi class
- significant improvement