Deep Unsupervised Representation Learning for Abnormal Heart Sound Classification.
Shahin AmiriparianMaximilian SchmittNicholas CumminsKun QianFengquan DongBjörn W. SchullerPublished in: EMBC (2018)
Keyphrases
- supervised learning
- unsupervised learning
- learning algorithm
- pattern recognition
- incremental learning
- learning process
- learning systems
- deep architectures
- classification accuracy
- decision trees
- machine learning
- learning tasks
- deep learning
- prior knowledge
- active learning
- online learning
- machine learning methods
- feature space
- structured output
- multiple representations
- reinforcement learning
- feature vectors
- supervised training
- unsupervised methods
- bayesian methods
- supervised classification
- automatic classification
- support vector
- semi supervised learning
- training set