A Unified Formulation of k-Means, Fuzzy c-Means and Gaussian Mixture Model by the Kolmogorov-Nagumo Average.
Osamu KomoriShinto EguchiPublished in: Entropy (2021)
Keyphrases
- gaussian mixture model
- fuzzy c means
- k means
- expectation maximization
- fuzzy clustering algorithm
- clustering algorithm
- mixture model
- em algorithm
- clustering method
- fuzzy clustering
- fcm algorithm
- feature vectors
- cluster analysis
- maximum likelihood
- gaussian mixture
- data clustering
- cluster centers
- fuzzy clustering algorithms
- probability density function
- hierarchical clustering
- self organizing maps
- image segmentation
- spectral clustering
- feature space
- membership functions
- clustering quality
- density estimation
- machine learning
- model selection
- pairwise
- expert systems
- possibilistic clustering
- hard c means