High-Dimensional Similarity Search for Scalable Data Science.
Karima EchihabiKostas ZoumpatianosThemis PalpanasPublished in: ICDE (2021)
Keyphrases
- similarity search
- high dimensional
- data science
- big data
- metric space
- statistical learning
- distance function
- machine learning
- low dimensional
- multimedia databases
- similarity searching
- similarity measure
- query processing
- efficient similarity search
- similarity queries
- high dimensional data
- r tree
- data points
- indexing techniques
- nearest neighbor search
- similarity retrieval
- hash functions
- dimensionality reduction
- knn
- cross view
- high dimensional spaces
- information theory
- end users
- data processing