A Clustering Method Based on Improved Density Estimation and Shared Nearest Neighbors.
Ying GuanYaru LiBin LiYonggang LuPublished in: ICIC (3) (2022)
Keyphrases
- clustering method
- density estimation
- nearest neighbor
- parzen window
- mixture model
- probability density function
- probability density
- spectral clustering
- density function
- nonparametric density estimation
- similarity measure
- cluster analysis
- outlier detection
- clustering algorithm
- k means
- affinity propagation
- subspace clustering
- density estimators
- gaussian mixture model
- data sets
- training set
- data points
- em algorithm
- decision boundary
- expectation maximization
- high dimensional data
- probabilistic model
- knn
- language model
- density estimates
- distance function
- object recognition
- random walk