Fuzzy K-means clustering with fast density peak clustering on multivariate kernel estimator with evolutionary multimodal optimization clusters on a large dataset.
G. Surya NarayanaKamakshaiah KolliPublished in: Multim. Tools Appl. (2021)
Keyphrases
- clustering algorithm
- cluster centroids
- k means
- fuzzy clustering
- density based clustering algorithm
- cluster analysis
- fuzzy k means
- data clustering
- fuzzy clustering algorithm
- validity index
- cluster structure
- evolutionary optimization
- fuzzy c means
- nonparametric density estimation
- clustering analysis
- clustering method
- arbitrary shape
- hierarchical clustering
- mixed data
- cluster centers
- spectral clustering
- possibilistic c means
- overlapping clusters
- dense regions
- possibilistic clustering
- gustafson kessel
- high dimensional datasets
- data points
- density based clustering
- cluster validity
- clustering result
- unsupervised clustering
- kernel based clustering
- agglomerative hierarchical clustering
- cluster validity index
- graph clustering
- clustering framework
- hierarchical clustering algorithm
- synthetic datasets
- density estimation
- clustering scheme
- clustering quality
- kernel machines
- document clustering
- fuzzy sets
- clustering approaches
- kernel density estimator
- self organizing maps
- support vector
- fuzzy logic
- model based clustering
- subspace clustering
- membership functions
- normalized cut
- maximum likelihood
- kernel function
- genetic algorithm
- fuzzy clustering algorithms
- similarity function
- density estimates
- kernel matrix
- maximum a posteriori
- model selection
- input space
- least squares
- intra cluster