Interactive and Progressive Constraint Definition for Dimensionality Reduction and Visualization.
Lionel MartinMatthieu ExbrayatGuillaume CleuziouFrédéric MoalPublished in: EGC (best of volume) (2010)
Keyphrases
- dimensionality reduction
- interactive visualization
- data visualization
- information visualization
- visualization tool
- interactive exploration
- multidimensional scaling
- feature extraction
- high dimensional
- low dimensional
- user interaction
- visual analytics
- pattern recognition
- random projections
- visualization tools
- nonlinear dimensionality reduction
- data exploration
- structure preserving
- manifold learning
- principal component analysis
- high dimensional data
- linear discriminant analysis
- high dimensionality
- parallel coordinates
- dimension reduction
- computer graphics
- direct manipulation
- dimensionality reduction methods
- virtual reality
- lower dimensional
- data representation
- visual exploration
- linear dimensionality reduction
- data structures and algorithms
- data analysis
- support vector machine
- visual data mining
- data points
- principal components analysis