Accelerated similarity searching and clustering of large compound sets by geometric embedding and locality sensitive hashing.
Yiqun CaoTao JiangThomas GirkePublished in: Bioinform. (2010)
Keyphrases
- similarity searching
- similarity search
- locality sensitive hashing
- metric space
- vector space
- high dimensional data
- binary codes
- high dimensional
- distance function
- indexing techniques
- hash functions
- nearest neighbor search
- similarity queries
- knn
- multimedia databases
- r tree
- similarity measure
- space efficient
- range queries
- nearest neighbor
- data points
- query processing
- brute force
- sift features
- dimensionality reduction
- data analysis