Improvement of Non-Linear Mapping Computation for Dimensionality Reduction in Data Visualization and Classification.
Kuncup IswandyAndreas KönigPublished in: HIS (2004)
Keyphrases
- data sources
- data visualization
- dimensionality reduction
- feature extraction
- high dimensionality
- decision trees
- visual data mining
- nonlinear dimensionality reduction
- pattern recognition
- feature space
- data analysis
- interactive visualization
- knowledge discovery
- dimensionality reduction methods
- visualization methods
- information visualization
- preprocessing
- principal component analysis
- big data
- data exploration
- machine learning
- high dimensional data
- feature selection
- data mining
- data representation
- exploratory data analysis
- information retrieval
- knowledge discovery process
- parallel coordinates