Handling high-dimensional data in statistical compilation: a relational approach.
Luigi BellomariniPaolo AtzeniMarco De LeonardisFabio SoràPublished in: SEBD (2015)
Keyphrases
- high dimensional data
- dimensionality reduction
- low dimensional
- high dimensional
- nearest neighbor
- high dimensions
- subspace clustering
- data sets
- similarity search
- data points
- high dimensionality
- data analysis
- dimension reduction
- original data
- complex data
- manifold learning
- clustering high dimensional data
- dimensional data
- lower dimensional
- high dimensional data sets
- linear discriminant analysis
- nonlinear dimensionality reduction
- data distribution
- variable selection
- high dimensional spaces
- high dimensional datasets
- input space
- input data
- data model
- low dimensional structure
- text data
- multi dimensional
- computer vision
- sparse representation
- feature extraction
- small sample size
- face recognition
- machine learning