Supervised Laplacian Eigenmaps with Applications in Clinical Diagnostics for Pediatric Cardiology
Thomas PerryHongyuan ZhaPatricio FriasDadan ZengMark L. BraunsteinPublished in: CoRR (2012)
Keyphrases
- laplacian eigenmaps
- manifold learning
- heart disease
- kernel pca
- nonlinear dimensionality reduction
- semi supervised
- dimensionality reduction
- graph laplacian
- unsupervised learning
- empirical mode decomposition
- low dimensional
- locally linear embedding
- supervised learning
- dynamic time warping
- learning algorithm
- active learning
- labeled and unlabeled data
- euclidean space
- feature selection
- machine learning
- label information
- spectral clustering
- kernel methods
- feature extraction