Parameter Free Clustering Algorithm Based on Density and Natural Nearest Neighbor.
Yulun WuPublished in: AIAM (IEEE) (2019)
Keyphrases
- parameter free
- nearest neighbor
- hierarchical clustering algorithm
- clustering algorithm
- cluster centroids
- categorical data
- k nearest neighbor
- knn
- fully automatic
- high dimensional
- dense regions
- arbitrary shape
- density based clustering algorithm
- cluster analysis
- high dimensional data
- outlier detection
- nearest neighbor search
- neural network
- distance function
- training set
- index structure
- real world
- nearest neighbor algorithm
- k means
- density function
- spectral clustering
- data points
- clustering method
- data clustering
- point sets
- feature space
- object recognition
- three dimensional
- decision trees
- databases
- nearest neighborhood