Geometric Graph Indexing for Similarity Search in Scientific Databases.
Ayser ArmitiMichael GertzPublished in: SSDBM (2016)
Keyphrases
- similarity search
- scientific databases
- indexing techniques
- multimedia databases
- similarity queries
- indexing structure
- similarity search in high dimensional
- graph databases
- similarity retrieval
- efficient indexing
- efficient search
- nearest neighbor queries
- database
- indexing methods
- metric space
- metric access methods
- indexing schemes
- query processing
- distance function
- scientific data
- similarity measure
- high dimensional
- similarity search in metric spaces
- similarity searching
- space partitioning
- indexing scheme
- indexing method
- distance computation
- databases
- content based retrieval
- r tree
- content based multimedia retrieval
- efficient similarity search
- nearest neighbor search
- hash functions
- weighted graph
- high dimensional data
- data management
- locality sensitive hashing
- machine learning
- approximate nearest neighbor search
- cross view
- data mining
- access methods
- approximate similarity search
- data structure
- pattern recognition
- knn
- dimensionality reduction
- graph embedding