Using evolutionary algorithms for ECG Arrhythmia detection and classification.
Komal WaseemAwais JavedRashad RamzanMuddassar FarooqPublished in: ICNC (2011)
Keyphrases
- evolutionary algorithm
- beat classification
- mit bih arrhythmia database
- ecg signals
- heart rate variability
- decision trees
- classification accuracy
- differential evolution
- pattern recognition
- multi objective
- classification scheme
- image classification
- machine learning
- feature selection
- evolutionary computation
- fitness function
- pattern classification
- false alarms
- support vector machine svm
- support vector machine
- feature vectors
- preprocessing
- microcalcification clusters
- heart rate
- differential evolution algorithm
- robust detection
- multi objective optimization
- class labels
- detection algorithm
- model selection
- supervised learning
- artificial neural networks
- support vector
- automatic detection
- detection rate
- monitoring system
- evolution strategy
- data sets
- training samples
- mammogram images
- neural network