Accelerating large scale centroid-based clustering with locality sensitive hashing.
Ryan McConvilleXin CaoWeiru LiuPaul MillerPublished in: ICDE (2016)
Keyphrases
- locality sensitive hashing
- high dimensional feature vectors
- large scale data sets
- k means
- feature vectors
- similarity search
- brute force
- nearest neighbor
- nearest neighbor search
- hashing methods
- indexing techniques
- data points
- space efficient
- data sets
- knn
- multimedia retrieval
- hamming distance
- hash functions
- binary codes
- range queries
- approximate nearest neighbor
- distance metric
- high dimensional data
- image classification
- multi dimensional