Fractal-Based Methods as a Technique for Estimating the Intrinsic Dimensionality of High-Dimensional Data: A Survey.
Rasa KarbauskaiteGintautas DzemydaPublished in: Informatica (2016)
Keyphrases
- high dimensional data
- dimensionality reduction
- intrinsic dimensionality
- high dimensional
- data sets
- data analysis
- high dimensionality
- dimension reduction
- data points
- subspace clustering
- low dimensional
- similarity search
- missing values
- high dimensions
- high dimensional spaces
- low rank
- manifold learning
- statistical methods
- nearest neighbor
- intrinsic dimension
- low dimensional manifolds
- high dimensional data sets
- image processing
- neural network
- high dimensional datasets
- pattern recognition
- feature selection