High-Dimensional Vector Similarity Search: From Time Series to Deep Network Embeddings.
Karima EchihabiPublished in: SIGMOD Conference (2020)
Keyphrases
- similarity search
- vector space
- high dimensional
- streaming time series
- dynamic time warping
- high dimensional data
- metric space
- low dimensional
- distance function
- multimedia databases
- dimensionality reduction
- efficient similarity search
- knn
- similarity measure
- similarity searching
- binary codes
- nearest neighbor search
- similarity retrieval
- multi dimensional
- indexing techniques
- nearest neighbor
- query processing
- cross view
- triangle inequality
- r tree
- indexing structure
- hash functions
- manifold learning
- locality sensitive hashing
- data points
- pattern recognition
- distance measure
- feature space