KNN-DBSCAN: a DBSCAN in high dimensions.
Youguang ChenWilliam RuysGeorge BirosPublished in: CoRR (2020)
Keyphrases
- knn
- high dimensions
- k nearest neighbor
- nearest neighbor
- clustering algorithm
- high dimensional data
- high dimensional spaces
- k means
- high dimensional
- k nearest neighbour
- distance function
- text categorization
- similarity search
- feature selection
- neural network
- poor quality
- knn algorithm
- knn classification
- text classification
- data sets
- nearest neighbour
- range queries
- shows significant improvements
- support vector machine
- image data
- multiscale
- knn classifier