ProS: Data Series Progressive k-NN Similarity Search and Classification with Probabilistic Quality Guarantees.
Karima EchihabiTheophanis TsandilasAnna GogolouAnastasia BezerianosThemis PalpanasPublished in: CoRR (2022)
Keyphrases
- similarity search
- knn
- high dimensional data
- k nearest neighbor
- nearest neighbor
- data sets
- metric space
- k nearest neighbour
- data analysis
- distance function
- uncertain data
- pattern recognition
- data points
- k nearest
- text classification
- support vector machine
- feature vectors
- data distribution
- similarity measure
- database
- xml documents
- dimensionality reduction
- high dimensional
- support vector
- data structure
- training data
- multimedia data
- range queries
- decision trees
- machine learning