Explicit Dimension Reduction and Its Applications.

Zohar Shay Karnin Yuval Rabani Amir Shpilka

Published in: Electron. Colloquium Comput. Complex. (2009)

Keyphrases

dimension reduction
principal component analysis
high dimensional
low dimensional
random projections
feature extraction
high dimensional data
variable selection

manifold learning
cluster analysis
data mining and machine learning
high dimensional problems
feature space
discriminative information
linear discriminant analysis
singular value decomposition

feature selection
high dimensional data analysis
dimensionality reduction
high dimensionality
partial least squares
semi supervised
image data
preprocessing

image sequences
decision trees
learning algorithm
machine learning
manifold embedding
dimension reduction methods
neural network