KNN Kernel Shift Clustering with Highly Effective Memory Usage.
Makoto HirohataKazunori ImotoToshimitsu KanekoPublished in: MVA (2011)
Keyphrases
- knn
- memory usage
- k nearest neighbor
- nearest neighbor
- k nearest neighbour
- knn classification
- text categorization
- clustering algorithm
- distance function
- nearest neighbor algorithm
- memory footprint
- support vector machine svm
- support vector machine
- k nearest
- knn algorithm
- similarity search
- k means
- classification algorithm
- memory requirements
- kernel function
- classification method
- feature selection
- feature space
- graph construction
- range queries
- input space
- knn classifier
- neural network
- distance metric
- text classification
- data points
- kernel methods
- distance computation
- high dimensional data
- hierarchical document clustering
- majority voting
- multi class
- support vector
- data sets