Interactive dimensionality reduction of large datasets using interpolation.
Ignacio Díaz BlancoDaniel PérezAbel Alberto Cuadrado VegaDiego Garcia-PerezManuel Domínguez-GonzálezPublished in: ESANN (2018)
Keyphrases
- dimensionality reduction
- dimensionality reduction methods
- high dimensional
- high dimensional data
- linear discriminant analysis
- virtual reality
- feature extraction
- pattern recognition
- low dimensional
- training dataset
- high dimensionality
- uci machine learning repository
- data sets
- data representation
- dealing with high dimensional data
- principal components
- structure preserving
- raw data
- user friendly
- manifold learning
- user interaction
- data points
- random projections
- sampling methods
- image sequences
- image interpolation
- interpolation method
- feature selection
- interpolation methods
- data mining
- neural network