Variational Mode Decomposition Features for Heartbeat Classification.
Amalia Villa GómezSibasankar PadhyRik WillemsSabine Van HuffelCarolina VaronPublished in: CinC (2018)
Keyphrases
- feature vectors
- classification accuracy
- feature set
- feature extraction
- feature space
- classification method
- classification process
- svm classifier
- extracted features
- textural features
- pattern recognition
- high dimensionality
- feature values
- feature selection
- classification algorithm
- class labels
- feature representation
- image classification
- feature analysis
- machine learning
- feature selection algorithms
- extracting features
- support vector machine
- features extraction
- classification models
- classification scheme
- feature reduction
- machine learning algorithms
- benchmark datasets
- co occurrence
- image features
- support vector
- training samples
- model selection
- principal component analysis
- supervised learning
- svm classification
- multi class
- training data
- decision trees
- fisher linear discriminant