A Federated Learning Paradigm for Heart Sound Classification.
Wanyong QiuKun QianZhihua WangYi ChangZhihao BaoBin HuBjörn W. SchullerYoshiharu YamamotoPublished in: EMBC (2022)
Keyphrases
- supervised learning
- incremental learning
- learning tasks
- learning algorithm
- learning process
- multi category
- discriminative learning
- inductive inference
- decision trees
- feature selection
- support vector
- machine learning
- feature extraction
- classification scheme
- knowledge acquisition
- online learning
- support vector machine
- classification accuracy
- pattern recognition
- structured output
- learning phase
- generalization capabilities
- training process
- reinforcement learning
- statistical learning
- multi task
- learning problems
- digital libraries
- classification method
- unsupervised learning
- text classification
- data sources
- feature vectors
- mobile devices