Heart Sound Classification Using Deep Structured Features.
Michael TschannenThomas KramerGian MartiMatthias HeinzmannThomas WiatowskiPublished in: CinC (2016)
Keyphrases
- feature vectors
- classification accuracy
- feature extraction
- classification method
- feature set
- feature space
- classification models
- classification process
- svm classifier
- extracted features
- pattern recognition
- class labels
- support vector machine
- classification algorithm
- benchmark datasets
- support vector machine svm
- features extraction
- extracting features
- feature selection algorithms
- feature weights
- irrelevant features
- feature reduction
- pattern classification
- structured data
- decision tree classifiers
- low level
- textural features
- decision trees
- feature selection
- svm classification
- structured learning
- machine learning
- multiple classifiers
- discriminating features
- gender classification
- bayesian classifier
- eeg signals
- classification scheme
- automatic classification
- classification rules
- co occurrence
- image features
- training set