Automatic pattern recognition of ECG signals using entropy-based adaptive dimensionality reduction and clustering.
Hong HeYonghong TanPublished in: Appl. Soft Comput. (2017)
Keyphrases
- dimensionality reduction
- pattern recognition
- ecg signals
- high dimensional data
- high dimensionality
- pattern recognition and machine learning
- data points
- feature extraction
- clustering algorithm
- dimensionality reduction methods
- low dimensional
- manifold learning
- data representation
- k means
- high dimensional
- clustering method
- computer vision
- structure preserving
- principal component analysis
- signal processing
- image analysis
- cluster analysis
- feature space
- spectral clustering
- unsupervised feature selection
- multidimensional scaling
- neural network
- metric learning
- linear discriminant analysis
- machine learning
- feature selection
- pattern classification
- data clustering
- image processing
- power line
- principal components
- information theory
- information theoretic
- microarray
- support vector machine svm
- data sets