Analysing Indexability of Intrinsically High-Dimensional Data Using TriGen.
David BernhauerTomás SkopalPublished in: SISAP (2020)
Keyphrases
- high dimensional data
- metric access methods
- similarity search
- dimensionality reduction
- nearest neighbor
- data sets
- low dimensional
- high dimensionality
- data points
- high dimensional
- data analysis
- distance function
- similarity queries
- multimedia databases
- metric space
- subspace clustering
- data distribution
- manifold learning
- nearest neighbor search
- high dimensional spaces
- input data
- triangle inequality
- clustering high dimensional data
- r tree
- vector space
- indexing structure
- indexing techniques
- high dimensional datasets
- feature space
- lower bound
- mass spectra
- feature extraction