Scaling KNN computation over large graphs on a PC.
Nitin ChilukaAnne-Marie KermarrecJavier OlivaresPublished in: Middleware (Posters & Demos) (2014)
Keyphrases
- knn
- k nearest neighbor
- graph construction
- nearest neighbor
- k nearest neighbour
- neighborhood graph
- distance function
- support vector machine svm
- text categorization
- knn algorithm
- spatial networks
- classification algorithm
- text classification
- classification method
- neural network
- similarity search
- graph matching
- support vector machine
- locality sensitive hashing
- feature selection
- knn classifier
- k nearest
- knn classification
- shows significant improvements
- hierarchical document clustering
- sufficient conditions
- information extraction
- decision trees
- machine learning