Locality-Sensitive Hashing for Protein Classification.
Lawrence BuckinghamJames M. HoganShlomo GevaWayne KellyPublished in: AusDM (2014)
Keyphrases
- locality sensitive hashing
- protein classification
- protein sequences
- nearest neighbor
- nearest neighbor search
- similarity search
- string kernels
- hash functions
- brute force
- kernel methods
- metric space
- indexing techniques
- multi class
- range queries
- sift features
- space efficient
- multimedia retrieval
- knn
- hamming distance
- high dimensional
- neural network
- binary codes
- similarity measure
- amino acids
- query processing
- dynamic programming
- support vector machine
- feature space
- co occurrence
- databases
- pattern matching
- multi dimensional
- decision trees
- k nearest neighbor