Dimensionality Reduction for Data Visualization [Applications Corner].
Samuel KaskiJaakko PeltonenPublished 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