Classification of Single-Lead Electrocardiograms: TDA Informed Machine Learning.
Paul Samuel IgnacioChristopher DunstanEsteban EscobarLuke TrujilloDavid UminskyPublished in: ICMLA (2019)
Keyphrases
- machine learning
- pattern recognition
- machine learning methods
- decision trees
- supervised machine learning
- machine learning algorithms
- text classification
- support vector machine
- supervised learning
- supervised classification
- image classification
- classification accuracy
- learning algorithm
- computational intelligence
- automatic classification
- preprocessing
- feature selection
- classification systems
- feature vectors
- decision rules
- knowledge representation
- machine learning approaches
- feature extraction
- support vector
- natural language
- knowledge acquisition
- natural language processing
- information extraction
- knowledge discovery
- semi supervised learning
- support vector machine svm
- computer science
- unsupervised learning
- classification algorithm
- classification method
- classification models
- statistical learning
- feature space
- data mining
- rule learning
- transductive inference