Elpis: Graph-Based Similarity Search for Scalable Data Science.
Ilias AziziKarima EchihabiThemis PalpanasPublished in: Proc. VLDB Endow. (2023)
Keyphrases
- similarity search
- data science
- efficient search
- big data
- statistical learning
- high dimensional
- distance function
- machine learning
- metric space
- query processing
- multimedia databases
- knn
- similarity searching
- indexing techniques
- similarity measure
- high dimensional data
- efficient similarity search
- similarity retrieval
- r tree
- similarity queries
- locality sensitive hashing
- hash functions
- database
- approximate similarity search
- semi supervised
- pattern recognition
- databases
- binary codes
- feature vectors
- real world
- cross view