The out-of-core KNN awakens: the light side of computation force on large datasets.
Javier OlivaresAnne-Marie KermarrecNitin ChilukaPublished in: Computing (2019)
Keyphrases
- knn
- k nearest neighbor
- nearest neighbor
- text categorization
- dimensionality reduction methods
- k nearest neighbour
- knn algorithm
- classification algorithm
- similarity search
- classification method
- benchmark datasets
- text classification
- support vector machine svm
- distance function
- k nearest
- neural network
- knn classification
- feature selection
- support vector machine
- nearest neighbour
- high dimensional
- machine learning
- range queries
- input space
- test instances
- multiscale
- knn classifier
- nearest neighbor algorithm
- spatial networks
- similarity measure