An Ensemble of Transfer, Semi-supervised and Supervised Learning Methods for Pathological Heart Sound Classification.
Ahmed Imtiaz HumayunMd. Tauhiduzzaman KhanShabnam GhaffarzadeganZhe FengTaufiq HasanPublished in: INTERSPEECH (2018)
Keyphrases
- supervised learning
- semi supervised
- classification method
- training set
- classification systems
- cross validation
- benchmark datasets
- machine learning algorithms
- co training
- unsupervised learning
- machine learning
- machine learning methods
- supervised classification
- ensemble classifier
- instance selection
- preprocessing
- training data
- classifier ensemble
- majority voting
- supervised and unsupervised learning
- semi supervised learning algorithms
- partially labeled data
- metric learning
- classification models
- ensemble methods
- training examples
- labeled data
- dimensionality reduction
- classification accuracy
- active learning
- feature vectors
- feature extraction
- decision trees
- feature selection
- learning algorithm