Nearest Neighbor based Clustering Algorithm for Large Data Sets.
Pankaj Kumar YadavSriniwas PandeySraban Kumar MohantyPublished in: CoRR (2015)
Keyphrases
- nearest neighbor
- clustering algorithm
- k nearest neighbor
- knn
- data reduction
- data sets
- training set
- hierarchical clustering algorithms
- k means
- nearest neighbor search
- high dimensional
- clustering method
- high dimensional data
- distance function
- grouping algorithm
- classification rules
- cluster analysis
- mixed data
- subspace clustering
- decision boundary
- data clustering
- nearest neighbor algorithm
- cluster centroids
- reverse nearest neighbor
- fuzzy c means
- spectral clustering
- index structure
- locality sensitive hashing
- semi supervised
- data analysis
- similarity measure
- search engine
- small data sets
- data mining
- real world