FibeRed: Fiberwise Dimensionality Reduction of Topologically Complex Data with Vector Bundles.
Luis ScoccolaJose A. PereaPublished in: SoCG (2023)
Keyphrases
- complex data
- dimensionality reduction
- high dimensional data
- principal component analysis
- high dimensional
- high dimensionality
- low dimensional
- data representation
- feature extraction
- feature vectors
- pattern recognition
- dimensionality reduction methods
- pattern recognition and machine learning
- linear discriminant analysis
- data sets
- vector space
- manifold learning
- d objects
- discriminant analysis
- principal components
- feature space
- metric learning
- random projections
- structure preserving
- data mining
- feature selection
- nonlinear dimensionality reduction
- areas of data mining
- database
- linear dimensionality reduction
- actionable knowledge
- kernel pca
- decision trees
- data points
- distance measure