Indexing High-Dimensional Data for Efficient In-Memory Similarity Search.
Bin CuiBeng Chin OoiJianwen SuKian-Lee TanPublished in: IEEE Trans. Knowl. Data Eng. (2005)
Keyphrases
- similarity search
- high dimensional data
- indexing structure
- efficient indexing
- multimedia databases
- dimensionality curse
- high dimensional
- indexing techniques
- low dimensional
- content based multimedia retrieval
- efficient similarity search
- nearest neighbor
- similarity queries
- high dimensionality
- dimensionality reduction
- distance function
- similarity retrieval
- metric space
- distance computation
- data sets
- high dimensions
- data points
- metric access methods
- data analysis
- vector space
- subspace clustering
- r tree
- input data
- high dimensional spaces
- similarity searching
- indexing methods
- database
- similarity measure
- nearest neighbor search
- data distribution
- dimensional data
- indexing method
- linear discriminant analysis
- knn
- query processing
- hash functions
- content based retrieval
- pattern recognition
- manifold learning
- real world
- multimodal data