ECG Arrhythmia Classification with Support Vector Machines and Genetic Algorithm.
Jalal A. NasiriMahmoud NaghibzadehHadi Sadoghi YazdiBahram NaghibzadehPublished in: EMS (2009)
Keyphrases
- genetic algorithm
- heart rate variability
- classification accuracy
- beat classification
- ecg signals
- machine learning
- classification method
- feature extraction
- image classification
- automatic classification
- classification scheme
- training set
- preprocessing
- support vector
- decision trees
- support vector machine svm
- mit bih arrhythmia database
- decision rules
- class labels
- neural network
- support vector machine
- feature vectors
- pattern recognition
- feature selection
- machine learning algorithms
- fitness function
- cross validation
- monitoring system
- model selection
- pattern classification
- classification models
- evolutionary algorithm
- heart rate
- artificial neural networks
- binary decision tree