Sliding large kernel of deep learning algorithm for mobile electrocardiogram diagnosis.
Kuo-Kun TsengChao WangTianjie XiaoChien-Ming ChenMohammad Mehedi HassanVictor Hugo C. de AlbuquerquePublished in: Comput. Electr. Eng. (2021)
Keyphrases
- learning algorithm
- mobile devices
- machine learning
- sliding window
- mobile phone
- fault diagnosis
- generalization ability
- kernel methods
- kernel function
- machine learning algorithms
- medical diagnosis
- learning scheme
- mobile networks
- heart rate
- support vector
- training data
- unlabeled data
- training examples
- active learning
- feature space
- mobile learning
- learning problems
- model based diagnosis
- neural network
- gaussian processes
- mobile computing
- clinically relevant
- computing environments
- generalization error
- learning tasks
- fault detection
- back propagation
- supervised learning
- sample complexity
- multi task learning
- multiple kernel learning
- membership queries
- expert systems
- kernel machines
- deep learning
- model based reasoning
- reinforcement learning