Probability Density Function for Clustering Validation.
Pau FigueraAlfredo CuzzocreaPablo García BringasPublished in: HAIS (2023)
Keyphrases
- probability density function
- density estimation
- density function
- probability distribution
- gaussian mixture model
- k means
- mixture model
- probability density
- expectation maximization
- parzen window
- clustering algorithm
- uncertain objects
- bayesian framework
- kernel density estimation
- kullback leibler divergence
- distance function
- fisher information
- information theoretic
- statistical methods
- bhattacharyya distance
- em algorithm
- unsupervised learning
- low dimensional
- decision trees
- outlier detection
- generative model
- neural network
- data sets