A novel density peaks clustering algorithm based on K nearest neighbors with adaptive merging strategy.
Xiaoning YuanHang YuJun LiangBing XuPublished in: Int. J. Mach. Learn. Cybern. (2021)
Keyphrases
- k nearest neighbor
- knn
- clustering algorithm
- knn algorithm
- nearest neighbor
- classification algorithm
- classification method
- support vector machine
- arbitrary shape
- knn classifier
- bayes error
- nearest neighbor algorithm
- distance function
- feature selection
- neural network
- input space
- distance measurement
- class probability estimation
- convex optimization
- k means
- training set
- support vector
- image processing
- information retrieval