ProS: data series progressive k-NN similarity search and classification with probabilistic quality guarantees.
Karima EchihabiTheophanis TsandilasAnna GogolouAnastasia BezerianosThemis PalpanasPublished in: VLDB J. (2023)
Keyphrases
- similarity search
- knn
- k nearest neighbor
- k nearest neighbour
- data sets
- high dimensional data
- nearest neighbor
- distance function
- decision trees
- pattern recognition
- metric space
- data distribution
- high dimensional
- data structure
- training data
- database
- query processing
- text classification
- feature selection
- data mining
- indexing techniques
- binary codes
- similarity queries
- data points
- similarity measure
- neural network
- databases