Morphological Heart Arrhythmia Detection Using Hermitian Basis Functions and kNN Classifier.
Saeed KarimifardAlireza AhmadianMohammad KhoshnevisanMohammad Saleh NambakhshPublished in: EMBC (2006)
Keyphrases
- basis functions
- beat classification
- linear combination
- knn classifier
- radial basis function
- b spline
- k nearest neighbor
- atrial fibrillation
- detection method
- knn
- mit bih arrhythmia database
- state space
- image processing
- series expansion
- object detection
- multiscale
- ecg signals
- heart disease
- matching pursuit
- wavelet bases
- search algorithm
- factored mdps
- feature selection
- set of basis functions
- image sequences
- face recognition
- artificial neural networks
- support vector machine