Dimensionality Reduction for Data Visualization [Applications Corner].

Samuel Kaski Jaakko Peltonen

Published in: IEEE Signal Process. Mag. (2011)

Keyphrases

data visualization
dimensionality reduction
data analysis
high dimensional
knowledge discovery
principal component analysis
low dimensional
feature extraction
visual data mining
data representation

pattern recognition
interactive visualization
data points
nonlinear dimensionality reduction
high dimensional data
data mining and knowledge discovery
principal components
data mining
data exploration
chance discovery

information visualization
dimensionality reduction methods
exploratory data analysis
visualization methods
knowledge discovery process
interactive visual
data mining and visualization
manifold learning
big data
feature space

scientific visualization
case study
linear discriminant analysis
data processing
nearest neighbor
exploratory analysis
parallel coordinates
data sets
user interface
feature selection