On the Configuration of the Similarity Search Data Structure D-Index for High Dimensional Objects.
Arnoldo José Müller MolinaTakeshi ShinoharaPublished in: ICCSA (3) (2010)
Keyphrases
- similarity search
- high dimensional
- similarity queries
- indexing techniques
- data structure
- r tree
- indexing structure
- similarity search in metric spaces
- metric space
- similarity search in high dimensional
- multimedia databases
- distance function
- similarity measure
- high dimensional data
- similarity searching
- index structure
- dimensionality curse
- indexing schemes
- metric access methods
- query processing
- knn
- indexing method
- nearest neighbor search
- sequential scan
- spatial objects
- efficient similarity search
- sequence databases
- dimensionality reduction
- distance computation
- space partitioning
- feature space
- nearest neighbor
- high dimensional feature vectors
- exact match
- cross view
- hash functions
- locality sensitive hashing
- data sets
- low dimensional
- multi dimensional
- input image
- pattern recognition
- space efficient
- suffix tree
- spatial databases
- frequent patterns
- data mining
- false dismissal
- searching in metric spaces
- neural network