Large-Scale Similarity Search Profiling of ChEMBL Compound Data Sets.
Kathrin HeikampJürgen BajorathPublished in: J. Chem. Inf. Model. (2011)
Keyphrases
- similarity search
- data sets
- high dimensional data
- distance function
- multimedia databases
- metric space
- high dimensional
- similarity measure
- similarity searching
- similarity retrieval
- query processing
- indexing techniques
- multimodal data
- r tree
- efficient similarity search
- knn
- cross view
- real world
- nearest neighbor search
- content based multimedia retrieval
- efficient indexing
- approximate similarity search
- triangle inequality
- similarity queries
- indexing structure
- locality sensitive hashing
- distance computation
- pattern recognition
- binary codes
- hashing methods
- hash functions
- neural network
- database
- data streams
- data sources
- input data