Generalized kernel framework for unsupervised spectral methods of dimensionality reduction.

Diego Hernán Peluffo-Ordóñez John Aldo Lee Michel Verleysen

Published in: CIDM (2014)

Keyphrases

dimensionality reduction
spectral methods
manifold learning
nearest neighbor
unsupervised learning
spectral analysis
graph embedding
feature selection
support vector
pattern recognition
feature space
supervised learning
high dimensional data
kernel learning